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450+ Technology Research Topics & Ideas for Your Paper

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Technology is like a massive puzzle where each piece connects to form the big picture of our modern lives. Be it a classroom, office, or a hospital, technology has drastically changed the way we communicate and do business. But to truly understand its role, we need to explore different technology research topics.

And that's where this blog will be handy! Powered by solid experience, our professional term paper writers gathered multiple technology research paper topics in literally any direction. Whether you're a student looking for an intriguing subject for your project or just a tech enthusiast trying to broaden your understanding, we've got your back. Dive into this collection of tech topics and see how technological progress is shaping our world.

What Are Technology Topics?

Technology is the application of scientific knowledge for practical purposes. It's the smartphone in your hand, the electric car on your street, and the spacecraft exploring Mars. It might also be the code that protects your online privacy and the microscope that uncovers mysteries of the human cell.

Technology permeates our lives, revolutionizing the way we communicate, learn, work, and play. But, beyond the gadgets and gizmos, there's a world of diverse technology research topics, ideas, concepts, and challenges.

Technology topics zoom in on these ideas, peeling back the layers of the tech universe. As a researcher, you might study how AI is changing healthcare, explore the ethical implications of robotics, or investigate the latest innovations in renewable energy. Your project should probe into the 'how,' the 'why,' and the 'what next' of the technology that is reshaping our world. So, whether you're dissecting the impact of EdTech on traditional learning or predicting the future of space exploration, research topics in technology are limitless.

Branches of Technology Research Paper Topics

Undoubtedly, the reach of technology is extensive. It's woven its way into almost every corner of our lives. Before we move to technological research topics, let’s first see just where technology has left its mark. So, here are some areas where technology is really shaking things up:

• Government services: E-governance, digital IDs, and digital voting are just a few examples of technology's application in government services.
• Finance: Fintech innovations include cryptocurrencies, mobile banking, robo-advising, and contactless payments.
• Education: Technology is used in a wide variety of educational contexts, from e-learning platforms and digital textbooks to educational games and virtual classrooms.
• Communication: Social media, video conferencing, instant messaging, and email are all examples of tech's role in communication.
• Healthcare: From electronic medical records and telemedicine to advanced imaging technology and robotic surgery, technology is surely transforming healthcare.
• Agriculture: Technological advancements are revolutionizing agriculture through precision farming, automated machinery, drones, and genetic engineering.
• Retail: It also influences retail through e-commerce, mobile payments, virtual fitting rooms, and personalized shopping experiences.
• Environment: Tech is used in climate modeling, conservation efforts, renewable energy, and pollution control.

These are far from all sectors where technology can be applied. But this list shows how diverse topics in technology can be.

How to Choose a Technology Research Topic?

Before you select any idea, it’s important to understand what a good technology research topic is. In a nutshell, a decent topic should be interesting, relevant, and feasible to research within your available resources and time. Make sure it’s specific enough, but not to narrow so you can find enough credible resources. 

Your technology topic sets the course of your research. It influences the type and amount of information you'll search for, the methods you'll use to find it, and the way you'll interpret it. Ultimately, the right topic can make your research process not only more manageable but also more meaningful. But how to get started, you may ask. Don’t worry! Below we are going to share valuable tips from our thesis writers on how to choose a worthy topic about technology.

• Make research Study the latest trends and explore relevant technology news. Your task is to come up with something unique that’s not been done before. Try to look for inspiration in existing literature, scientific articles, or in past projects.
• Recognize your interests Start with what you are genuinely curious about in the field of technology. Passion can be a great motivator during the research process.
• Consider the scope You want a topic that is neither too broad nor too narrow. It should provide enough material to explore without being overwhelming.
• Check availability of resources Ensure there are sufficient trustworthy resources available for your chosen topic.
• Evaluate the relevance Your technology research idea should be pertinent to your field of study and resonate with current trends. This can make your research more valuable and engaging for your audience.

Top List of Technology Research Topics

Are you looking for the best research topics about technology? Stop by! Here, we’ve carefully collected the topic ideas to ignite your curiosity and support your research. Each topic offers various data sources, allowing you to construct well-supported arguments. So, let's discover these fascinating subjects together!

• AI's influence on healthcare.
• Challenges of cybersecurity in a connected world.
• Role of drones in modern agriculture.
• Could renewable energy replace fossil fuels?
• Impact of virtual reality on education.
• Blockchain's potential beyond cryptocurrencies.
• Ethical considerations in biotechnology.
• Can smart cities enhance quality of life?
• Autonomous vehicles – opportunities and threats.
• Robotics in manufacturing.
• Is big data changing decision-making processes?
• E-waste : Challenges and solutions.
• Role of IoT in smart homes.
• Implications of 5G technology.
• EdTech: A revolution in learning?

Good Technology Research Topics

Ready for another batch of inspiration? Get ready to discover great technology topics for a research paper across various disciplines. These ideas are designed to stimulate your creativity and provide substantial information for your research. So, let's explore these exciting themes together!

• Impact of nanotechnology on medicine.
• Harnessing quantum computing potential.
• Augmented reality in tourism.
• Can bioinformatics revolutionize disease prediction?
• Sustainability in tech product design.
• Darknet : A hidden side of the internet.
• How does technology influence human behavior?
• Assistive technology in special education.
• Are smart textiles transforming the fashion industry?
• Role of GIS in urban planning.
• Space tourism: A reality or fantasy?
• Potential of digital twins in engineering.
• How is telemedicine shaping healthcare delivery?
• Green IT : Addressing environmental issues.
• Impact of machine learning on finance.

Interesting Technology Research Paper Topics

For those craving intriguing angles and fresh ideas, we present these interesting topics in technology. This collection is filled with thought-provoking subjects that cover the lesser-known areas of technology. Each topic is concise, clear, and ready to spark a fascinating research journey!

• Cyber-physical systems in industry 4.0.
• Social implications of deepfake technology.
• Can gamification enhance learning outcomes?
• Neuromorphic computing: Emulating the human brain.
• Li-Fi : Light-based communication technology.
• Health risks of prolonged screen time.
• Quantum cryptography and secure communication.
• Role of technology in sustainable agriculture.
• Can we predict earthquakes with AI?
• Virtual influencers: A new trend in marketing.
• Tech solutions for wildlife conservation.
• Role of 3D printing in organ transplantation.
• Impact of automation on the job market.
• Cloud gaming: A new era in the gaming industry.
• Genomic editing: Possibilities and ethical concerns.

New Technology Research Topics

Understanding the fast-paced world of technology requires us to keep up with the latest developments. Hence, we bring you burning  technology research paper topics. These ideas reflect the most recent trends and advances in technology, offering fresh perspectives for your research. Let's take a look at these compelling subjects!

• Potential of hyper automation in business processes.
• How is AI changing digital marketing?
• Brain-computer interfaces: The future of communication?
• Quantum supremacy : Fact or fiction?
• 5D data storage: Revolutionizing data preservation.
• Rise of voice technology in consumer applications.
• Using AI for mental health treatment.
• Implications of edge computing for IoT devices.
• Personalized learning with AI in education.
• Role of technology in reducing food waste.
• Digital twin technology in urban development.
• Impact of AI on patent law.
• Cybersecurity in the era of quantum computing.
• Role of VR in disaster management training.
• AI in talent recruitment: Pros and cons.

Unique Technology Research Topics

For those wanting to stand out with truly original research, we offer 100% authentic topics about technology. We understand that professors highly value unique perspectives. Below we've meticulously selected these technology paper topics to offer you something different. These are not your everyday technology subjects but rather unexpected gems ready to be explored.

• Digital ethics in AI application.
• Role of technology in countering climate change.
• Is there a digital divide in developing countries?
• Role of drones in disaster management.
• Quantum internet: Possibilities and challenges.
• Digital forensic techniques in cybersecurity.
• Impact of technology on traditional art forms.
• Biohacking: Can we really upgrade ourselves?
• Technology and privacy: An inevitable trade-off?
• Developing empathy through virtual reality.
• AI and creativity: Can machines be artists?
• Technology's impact on urban gardening.
• Role of technology in accessible tourism.
• Quantum biology: A frontier of science.
• Unmanned underwater vehicles: Opportunities and threats.

Informative Research Topics in Technology

If you are seeking comprehensive information on technologies, this selection will definitely provide you with insights. As you may know, every study should be backed up by credible sources. Technology topics for research papers below are very easy to investigate, so you will surely find a bunch of academic resources.

• Exploring  adaptive learning systems in online education.
• Role of technology in modern archaeology.
• Impact of immersive technology on journalism.
• The rise of telehealth services.
• Green data centers: A sustainable solution?
• Cybersecurity in mobile banking.
• 3D bioprinting : A revolution in healthcare?
• How technology affects sleep quality.
• AI in music production: A new era?
• Technology's role in preserving endangered languages.
• Smart grids for sustainable energy use.
• The future of privacy in a digital world.
• Can technology enhance sports performance?
• Role of AR in interior design.
• How technology is transforming public libraries.

Controversial Research Topics on Technology

Technological field touches upon areas where technology, ethics, and society intersect and often disagree. This has sparked debates and, sometimes, conspiracy theories, primarily because of the profound implications technologies have for our future. Take a look at these ideas, if you are up to a more controversial research topic about technology:

• Facial recognition technology: Invasion of privacy?
• Tech addiction: Myth or reality?
• The ethics of AI in warfare.
• Should social media platforms censor content?
• Are cryptocurrencies a boon or a bane?
• Is technology causing more harm than good to our health?
• The bias in machine learning algorithms.
• Genetic engineering: Playing God or advancing science?
• Will AI replace human jobs?
• Net neutrality: Freedom of internet or control?
• The risk of AI superintelligence.
• Tech companies' monopoly: Beneficial or detrimental?
• Are we heading towards a surveillance society?
• AI in law enforcement: Safeguard or threat?
• Do we rely too much on technology?

Easy Technology Research Paper Topics

Who ever thought the tech field was only for the tech-savvy? Well, it's time to dispel that myth. Here in our collection of simple technology research topics, we've curated subjects that break down complex tech concepts into manageable chunks. We believe that every student should get a chance to run a tech related project without any hurdles.

• Impact of social media on interpersonal communication.
• Smartphones: A boon or a bane?
• How technology improves accessibility for people with disabilities.
• E-learning versus traditional learning.
• Impact of technology on travel and tourism.
• Pros and cons of online shopping.
• How has technology changed entertainment?
• Technology's role in boosting productivity at work.
• Online safety: How to protect ourselves?
• Importance of digital literacy in today's world.
• How has technology influenced the music industry?
• E-books vs printed books: A tech revolution?
• Does technology promote loneliness?
• Role of technology in shaping modern communication.
• The impact of gaming on cognitive abilities.

Technology Research Topics Ideas for Students

As an experienced paper writing service online that helps students all the time, we understand that every learner has unique academic needs. With this in mind, the next section of our blog is designed to cater specifically to different academic levels. Whether you're a high school student just starting to explore technology or a doctoral candidate delving deep into a specialized topic, we've got different technology topics arranged by complexity.

Technology Research Topics for High School Students

High school students are expected to navigate complex topics, fostering critical thinking and promoting in-depth exploration. The proposed research paper topics on technology will help students understand how tech advancements shape various sectors of society and influence human life.

• How have smartphones changed our communication?
• Does virtual reality in museums enhance visitor experience?
• Understanding privacy issues in social media.
• How has technology changed the way we listen to music?
• Role of technology in promoting fitness and healthy lifestyle.
• Advantages and disadvantages of online learning.
• Does excessive screen time affect sleep quality?
• Do video games affect academic performance?
• How do GPS systems work?
• How has technology improved animation in films?
• Pros and cons of using smart home devices.
• Are self-driving cars safe?
• Technology's role in modernizing local libraries.
• Can technology help us lead more sustainable lifestyles?
• Can technology help improve road safety for teenagers?

Technology Research Topics for College Students

Think technology research topics for college are all about rocket science? Think again! Our compilation of college-level tech research topics brings you a bunch of intriguing, conversation-stirring, and head-scratching questions. They're designed to let you sink into the world of technology while also pushing your academic boundaries. Time to dive in, explore, question, and take your own unique stance on hot-button issues.

• Biometrics in identity verification: A privacy risk?
• Impact of 5G on mobile gaming.
• Are wearable fitness devices a true reflection of health?
• Can machine learning help predict climate change effects?
• Are digital currencies disrupting traditional finance?
• Use of drones in search and rescue operations.
• Impact of e-learning on academic performance.
• Does artificial intelligence have a place in home security?
• What are the ethical issues surrounding robotic surgery?
• Are e-wallets a safer option for online transactions?
• How has technology transformed news dissemination?
• AI in language translation: How accurate can it be?
• Personalized advertising: Boon or bane for online users?
• Are smart classes making learning more interactive?
• Influence of technology on homemade crafts and DIY culture.

Technology Research Topics for University Students

Are you browsing for university technology research ideas? We've got you covered. Whether you're about to dig deep into high-tech debates, or just taking your first steps, our list of technology research questions is your treasure chest.

• Blockchain applications in ensuring academic integrity.
• Impact of quantum computing on data security.
• Are brain-computer interfaces a future communication tool?
• Does digital currency pose a threat to the global economy?
• Use of AI in predicting and managing natural disasters.
• Can biometrics replace traditional identification systems?
• Role of nanotechnology in waste management.
• Machine learning's influence on climate change modeling.
• Edge computing: Revolutionizing data processing?
• Is virtual reality in psychological therapy a viable option?
• Potential of synthetic biology in medical research.
• Quantum cryptography: An uncrackable code?
• Is space tourism achievable with current technology?
• Ethical implications of gene editing technologies.
• Artificial intelligence in governance.

Technology Research Paper Topics in Different Areas

In the next section, we've arranged a collection of technology research questions related to different areas like computer science, biotechnology, and medicine. Find an area you are interested in and look through subject-focused ideas and topics for a research paper on technology.

Technology Research Topics on Computer Science

Computer science is a field that has rapidly developed over the past decades. It deals with questions of technology's influence on society, as well as applications of cutting-edge technologies in various industries and sectors. Here are some computer science research topics on technology to get started:

• Prospects of machine learning in malware detection.
• Influence of cloud computing on business operations.
• Quantum computing: potential impacts on cryptography.
• Role of big data in personalized marketing.
• Can AI models effectively simulate human decision-making?
• Future of mobile applications: Towards augmented reality?
• Pros and cons of open source software development.
• Role of computer science in advancing virtual reality.
• Natural language processing: Transforming human-computer interaction?
• Developing secure e-commerce platforms: Challenges and solutions.
• Green computing : solutions for reducing energy consumption.
• Data mining in healthcare: An untapped opportunity?
• Understanding cyber threats in the internet of things.
• Algorithmic bias: Implications for automated decision-making.
• Role of neural networks in image recognition.

Information Technology Research Topics

Information technology is a dynamic field that involves the use of computers and software to manage and process information. It's crucial in today's digital era, influencing a range of industries from healthcare to entertainment. Here are some captivating information technology related topics:

• Impact of cloud technology on data management.
• Role of information technology in disaster management.
• Can artificial intelligence help improve data accuracy?
• Cybersecurity measures for protecting personal information.
• Evolving role of IT in healthcare administration.
• Adaptive learning systems: A revolution in education?
• E-governance : Impact on public administration.
• Role of IT in modern supply chain management.
• Bioinformatics and its role in personalized medicine.
• Is data mining an invasion of privacy?
• Can virtual reality enhance training and development programs?
• Role of IT in facilitating remote work.
• Smart devices and data security: A potential risk?
• Harnessing IT for sustainable business practices.
• How can big data support decision-making processes?

Technology Research Topics on Artificial Intelligence

Artificial Intelligence, or AI as we fondly call it, is all about creating machines that mimic human intelligence. It's shaping everything from how we drive our cars to how we manage our calendars. Want to understand the mind of a machine? Choose a topic about technology for a research paper from the list below:

• AI's role in detecting fake news.
• Chatbots in customer service: Are humans still needed?
• Algorithmic trading: AI's impact on financial markets.
• AI in agriculture: a step towards sustainable farming?
• Facial recognition systems: an AI revolution or privacy threat?
• Can AI outperform humans in creative tasks?
• Sentiment analysis in social media: how effective is AI?
• Siri, Alexa, and the future of AI.
• AI in autonomous vehicles: safety concern or necessity?
• How AI algorithms are transforming video games.
• AI's potential in predicting and mitigating natural disasters.
• Role of AI in combating cyber threats.
• Influence of AI on job recruitment and HR processes.
• Can AI help in advancing climate change research?
• Can machines make accurate diagnoses?

Technology Research Topics in Cybersecurity Command

Cybersecurity Command focuses on strengthening digital protection. Its goal is to identify vulnerabilities, and outsmart cyber threats. Ready to crack the code of the cybersecurity command? Check out these technology topics for research designed to take you through the tunnels of cyberspace:

• Cybersecurity strategies for a post-quantum world.
• Role of AI in identifying cyber threats.
• Is cybersecurity command in healthcare a matter of life and death?
• Is there any connection between cryptocurrency and cybercrime?
• Cyber warfare : The invisible battleground.
• Mitigating insider threats in cybersecurity command.
• Future of biometric authentication in cybersecurity.
• IoT security: command challenges and solutions.
• Cybersecurity and cloud technology: A secure match?
• Influence of blockchain on cybersecurity command.
• Machine learning's role in malware detection.
• Cybersecurity protocols for mobile devices.
• Ethics in cybersecurity: Hacking back and other dilemmas.
• What are some steps to recovery after a breach?
• Social engineering: Human factor in cybersecurity.

Technology Research Topics on Biotechnology

Biotechnology is an interdisciplinary field that has been gaining a lot of traction in the past few decades. It involves the application of biological principles to understand and solve various problems. The following research topic ideas for technology explore biotechnology's impact on medicine, environment, agriculture, and other sectors:

• Can GMOs solve global hunger issues?
• Understanding biotech's role in developing personalized medicine.
• Using biotech to fight antibiotic resistance.
• Pros and cons of genetically modified animals.
• Biofuels – are they really a sustainable energy solution?
• Ethical challenges in gene editing.
• Role of biotech in combating climate change.
• Can biotechnology help conserve biodiversity?
• Biotech in beauty: Revolutionizing cosmetics.
• Bioluminescence – a natural wonder or a biotech tool?
• Applications of microbial biotechnology in waste management.
• Human organ farming: Possibility or pipe dream?
• Biotech and its role in sustainable agriculture.
• Biotech advancements in creating allergy-free foods.
• Exploring the future of biotech in disease detection.

>> Read more: Biology Topics to Research

Technology Research Paper Topics on Genetic Engineering

Genetic engineering is an area of science that involves the manipulation of genes to change or enhance biological characteristics. This field has raised tremendous ethical debates while offering promising solutions in medicine and agriculture. Here are some captivating topics for a technology research paper on genetic engineering:

• Future of gene editing: Breakthrough or ethical dilemma?
• Role of CRISPR technology in combating genetic diseases.
• Pros and cons of genetically modified crops.
• Impact of genetic engineering on biodiversity.
• Can gene therapy provide a cure for cancer?
• Genetic engineering and the quest for designer babies.
• Legal aspects of genetic engineering.
• Use of genetic engineering in organ transplantation.
• Genetic modifications: Impact on human lifespan.
• Genetically engineered pets: A step too far?
• The role of genetic engineering in biofuels production.
• Ethics of genetic data privacy.
• Genetic engineering and its impact on world hunger.
• Genetically modified insects: Solution for disease control?
• Genetic engineering: A tool for biological warfare?

Reproduction Technology Research Paper Topics

Reproduction technology is all about the science that aids human procreation. It's a field teeming with innovation, from IVF advancements to genetic screening. Yet, it also stirs up ethical debates and thought-provoking technology topics to write about:

• Advances in in Vitro Fertilization (IVF) technology .
• The rise of surrogacy: Technological advancements and implications.
• Ethical considerations in sperm and egg donation.
• Genetic screening of embryos: A step forward or an ethical minefield?
• Role of technology in understanding and improving fertility.
• Artificial Wombs: Progress and prospects.
• Ethical and legal aspects of posthumous reproduction.
• Impact of reproductive technology on the LGBTQ+ community.
• The promise and challenge of stem cells in reproduction.
• Technology's role in preventing genetic diseases in unborn babies.
• Social implications of childbearing technology.
• The concept of 'designer babies': Ethical issues and future possibilities.
• Reproductive cloning: Prospects and controversies.
• Technology and the future of contraception.
• Role of AI in predicting successful IVF treatment.

Medical Technology Topics for a Research Paper

The healthcare field is undergoing massive transformations thanks to cutting-edge medical technology. From revolutionary diagnostic tools to life-saving treatments, technology is reshaping medicine as we know it. To aid your exploration of this dynamic field, we've compiled medical technology research paper topics:

• Role of AI in early disease detection.
• Impact of telemedicine on rural healthcare.
• Nanotechnology in cancer treatment: Prospects and challenges.
• Can wearable technology improve patient outcomes?
• Ethical considerations in genome sequencing.
• Augmented reality in surgical procedures.
• The rise of personalized medicine: Role of technology.
• Mental health apps: Revolution or hype?
• Technology and the future of prosthetics.
• Role of Big Data in healthcare decision making.
• Virtual reality as a tool for pain management.
• Impact of machine learning on drug discovery.
• The promise of medical drones for emergency response.
• Technology's role in combating antimicrobial resistance.
• Electronic Health Records (EHRs): Blessing or curse?

>> More ideas: Med Research Topics

Health Technology Research Topics

Health technology is driving modern healthcare to new heights. From apps that monitor vital stats to robots assisting in surgeries, technology's touch is truly transformative. Take a look at these topics related to technology applied in healthcare:

• Role of mobile apps in managing diabetes.
• Impact of health technology on patient privacy.
• Wearable tech: Fad or future of personal health monitoring?
• How can AI help in battling mental health issues?
• Role of digital tools in promoting preventive healthcare.
• Smart homes for the elderly: Boon or bane?
• Technology and its impact on health insurance.
• The effectiveness of virtual therapy sessions.
• Can health chatbots replace human doctors?
• Technology's role in fighting the obesity epidemic.
• The use of blockchain in health data management.
• Impact of technology on sleep health.
• Social media and its effect on mental health.
• Prospects of 3D printing in creating medical equipment.
• Tele-rehabilitation: An effective solution for physical therapy?

>> View more: Public Health Topics to Research

Communication Technology Research Topics

With technology at the helm, our ways of communicating are changing at an unprecedented pace. From simple text messages to immersive virtual conferences, technology has rewritten the rules of engagement. So, without further ado, let's explore these communication research ideas for technology that capture the essence of this revolution.

• AI chatbots: Re-defining customer service.
• The impact of 5G on global communication.
• Augmented Reality: The future of digital marketing?
• Is 'digital divide' hindering global communication?
• Social media's role in shaping public opinion.
• Can holographic communication become a reality?
• Influence of emojis in digital communication.
• The cybersecurity challenges in modern communication.
• Future of journalism in the digital age.
• How technology is reshaping political communication.
• The influence of streaming platforms on viewing habits.
• Privacy concerns in the age of instant messaging.
• Can technology solve the issue of language barriers?
• The rise of podcasting: A digital renaissance.
• Role of virtual reality in remote communication.

Research Topics on Technology in Transportation

Technology is the driving force behind the dramatic changes in transportation, making journeys safer, more efficient, and eco-friendly. Whether it's autonomous vehicles or the concept of Hyperloop, there are many transportation technology topics for a research paper to choose from:

• Electric vehicles: A step towards sustainable travel.
• The role of AI in traffic management.
• Pros and cons of autonomous vehicles.
• Hyperloop: An ambitious vision of the future?
• Drones in goods delivery: Efficiency vs. privacy.
• Technology's role in reducing aviation accidents.
• Challenges in implementing smart highways.
• The implications of blockchain in logistics.
• Could vertical takeoff and landing (VTOL) vehicles solve traffic problems?
• Impact of GPS technology on transportation.
• How has technology influenced public transit systems?
• Role of 5G in future transportation.
• Ethical concerns over self-driving cars.
• Technology in maritime safety: Progress and hurdles.
• The evolution of bicycle technology: From spokes to e-bikes.

Technology Research Paper Topics on Education

The intersection of technology and education is an exciting frontier with limitless possibilities. From online learning to interactive classrooms, you can explore various technology paper topics about education:

• How does e-learning affect student engagement?
• VR classrooms: A glimpse into the future?
• Can AI tutors revolutionize personalized learning?
• Digital textbooks versus traditional textbooks: A comparison.
• Gamification in education: Innovation or distraction?
• The impact of technology on special education.
• How are Massive Open Online Courses (MOOCs) reshaping higher education?
• The role of technology in inclusive education.
• Cybersecurity in schools: Measures and challenges.
• The potential of Augmented Reality (AR) in classroom learning.
• How is technology influencing homeschooling trends?
• Balancing technology and traditional methods in early childhood education.
• Risks and benefits of student data tracking.
• Can coding be the new literacy in the 21st century?
• The influence of social media on academic performance.

>> Learn more: Education Research Paper Topics

Relationships and Technology Research Topics

In the digital age, technology also impacts our relationships. It has become an integral part of how we communicate, meet people, and sustain our connections. Discover some thought-provoking angles with these research paper topics about technology:

• How do dating apps affect modern relationships?
• The influence of social media on interpersonal communication.
• Is technology enhancing or hindering long-distance relationships?
• The psychology behind online dating: A study.
• How do virtual reality environments impact social interaction?
• Social media friendships: Genuine or superficial?
• How does technology-mediated communication affect family dynamics?
• The impact of technology on work-life balance.
• The role of technology in sustaining long-term relationships.
• How does the 'always connected' culture influence personal boundaries?
• Cyberbullying and its effect on teenage relationships.
• Can technology predict compatibility in relationships?
• The effects of 'ghosting' in digital communication.
• How technology assists in maintaining relationships among elderly populations.
• Social media: A boon or bane for marital relationships?

Agriculture Technology Research Paper Topics

Modern agriculture is far from just tilling the soil and harvesting crops. Technology has made remarkable strides into the fields, innovating and improving agricultural processes. Take a glance at these technology research paper topic ideas:

• Can drone technology transform crop monitoring?
• Precision agriculture: Benefits and challenges.
• Aquaponics and the future of sustainable farming.
• How is artificial intelligence aiding in crop prediction?
• Impact of blockchain technology in food traceability.
• The role of IoT in smart farming.
• Vertical farming : Is it a sustainable solution for urban food supply?
• Innovations in irrigation technology for water conservation.
• Automated farming: A boon or a threat to employment in agriculture?
• How satellite imagery is improving crop disease detection.
• Biotechnology in crop improvement: Pros and cons.
• Nanotechnology in agriculture: Scope and limitations.
• Role of robotics in livestock management.
• Agricultural waste management through technology.
• Is hydroponics the future of farming?

Technological Research Topics on Environment

Our planet is facing numerous environmental challenges, and technology may hold the key to solving many of these. With innovations ranging from renewable energy sources to waste management systems, the realm of technology offers a plethora of research angles. So, if you're curious about the intersection of technology and environment, this list of research topics is for you:

• Innovations in waste management: A technology review.
• The role of AI in predicting climate change impacts.
• Renewable energy: Advancements in solar technology.
• The impact of electric vehicles on carbon emissions.
• Can smart agriculture help solve world hunger?
• Role of technology in water purification and conservation.
• The impact of IoT devices on energy consumption.
• Technology solutions for oil spills.
• Satellite technology in environmental monitoring.
• Technological advances in forest conservation.
• Green buildings: Sustainable construction technology.
• Bioengineering: A solution to soil erosion?
• Impact of nanotechnology on environmental conservation.
• Ocean clean-up initiatives: Evaluating existing technology.
• How can technology help in reducing air pollution?

>> View more: Environmental Science Research Topics

Energy & Power Technology Topics for Research Paper

Energy and power are two pivotal areas where technology is bringing unprecedented changes. You can investigate renewable energy sources or efficient power transmission. If you're excited about exploring the intricacies of energy and power advancements, here are some engaging technology topics for research papers:

• Assessing the efficiency of wind energy technologies.
• Power storage: Current and future technology.
• Solar panel technology: Recent advancements and future predictions.
• Can nuclear fusion be the answer to our energy crisis?
• Smart grid technology: A revolution in power distribution.
• Evaluating the impact of hydropower on ecosystems.
• The role of AI in optimizing power consumption.
• Biofuels vs. fossil fuels: A comparative study.
• Electric vehicle charging infrastructure: Technological challenges and solutions.
• Technology advancements in geothermal power.
• How is IoT technology helping in energy conservation?
• Harnessing wave and tidal energy: Technological possibilities.
• Role of nanotechnology in improving solar cell efficiency.
• Power transmission losses: Can technology provide a solution?
• Assessing the future of coal technology in the era of renewable energy.

Research Topics about Technology in Finance

The finance sector has seen drastic changes with the rise of technology, which has revolutionized the way financial transactions are conducted and services are offered. Consider these research topics in technology applied in the finance sector:

• Rise of cryptocurrency: An evaluation of Bitcoin's impact.
• Algorithmic trading: How does it reshape financial markets?
• Role of AI and machine learning in financial forecasting.
• Technological challenges in implementing digital banking.
• How is blockchain technology transforming financial services?
• Cybersecurity risks in online banking: Identifying solutions.
• FinTech startups: Disrupting traditional finance systems.
• Role of technology in financial inclusion.
• Assessing the impact of mobile wallets on the banking sector.
• Automation in finance: Opportunities and threats.
• Role of big data analytics in financial decision making.
• AI-based robo-advisors vs. human financial advisors.
• The future of insurance technology (InsurTech).
• Can technology solve the issue of financial fraud?
• Impact of regulatory technology (RegTech) in maintaining compliance.

>> More ideas: Finance Research Topics

War Technology Research Paper Topics

The nature of warfare has transformed significantly with the evolution of technology, shifting the battlegrounds from land, sea, and air to the realms of cyber and space. This transition opens up a range of topics to explore. Here are some research topics in the realm of war technology:

• Drones in warfare: Ethical implications.
• Cyber warfare: Assessing threats and defense strategies.
• Autonomous weapons: A boon or a curse?
• Implications of artificial intelligence in modern warfare.
• Role of technology in intelligence gathering.
• Satellite technology and its role in modern warfare.
• The future of naval warfare: Autonomous ships and submarines.
• Hypersonic weapons: Changing the dynamics of war.
• Impact of nuclear technology in warfare.
• Technology and warfare: Exploring the relationship.
• Information warfare: The role of social media.
• Space warfare: Future possibilities and implications.
• Bio-warfare: Understanding technology's role in development and prevention.
• Impact of virtual reality on military training.
• War technology and international law: A critical examination.

Food Technology Topics for Research Papers

Food technology is a field that deals with the study of food production, preservation, and safety. It involves understanding how various techniques can be applied to increase shelf life and improve nutrition value of foods. Check out our collection of food technology research paper topic ideas:

• Lab-grown meats: Sustainable solution or a mere hype?
• How AI is enhancing food safety and quality?
• Precision agriculture: Revolutionizing farming practices.
• GMOs: Assessing benefits and potential risks.
• Role of robotics in food manufacturing and packaging.
• Smart kitchens: Streamlining cooking through technology.
• Nanofood: Tiny technology, big impact.
• Sustainable food systems: Role of technology.
• Food traceability: Ensuring transparency and accountability.
• Food delivery apps: Changing the face of dining out.
• The rise of plant-based alternatives and their production technologies.
• Virtual and augmented reality in culinary experiences.
• Technology in mitigating food waste.
• Innovations in food packaging: Impact on freshness and sustainability.
• IoT in smart farming: Improving yield and reducing waste.

Entertainment Technology Topics

Entertainment technology is reinventing the ways we experience amusement. This industry is always presenting new angles for research and discussion, be it the rise of virtual reality in movies or the influence of streaming platforms on the music industry. Here's a list of unique research topics related to entertainment technology:

• Impact of virtual reality on the movie industry.
• Streaming platforms vs traditional media: A comparative study.
• Technology in music: Evolution and future prospects.
• eSports: Rise of a new form of entertainment.
• Augmented reality in theme parks.
• The transformation of theater with digital technology.
• AI and film editing: Redefining the art.
• The role of technology in the rise of independent cinema.
• Podcasts: Revolutionizing radio with technology.
• Immersive technologies in art exhibitions.
• The influence of technology on fashion shows and design.
• Livestreaming concerts: A new norm in the music industry?
• Drones in entertainment: Applications and ethics.
• Social media as an entertainment platform.
• The transformation of journalism in the era of digital entertainment.

Technology Research Questions

As we navigate the ever-changing landscape of technology, numerous intriguing questions arise. Below, we present new research questions about technology that can fuel your intellectual pursuit.

• What potential does quantum computing hold for resolving complex problems?
• How will advancements in AI impact job security across different sectors?
• In what ways can blockchain technology reform the existing financial systems?
• How is nanotechnology revolutionizing the field of medicine?
• What are the ethical implications surrounding the use of facial recognition technology?
• How will the introduction of 6G change our communication patterns?
• In what ways is green technology contributing to sustainable development?
• Can virtual reality transform the way we approach education?
• How are biometrics enhancing the security measures in today's digital world?
• How is space technology influencing our understanding of the universe?
• What role can technology play in solving the global water crisis?
• How can technology be leveraged to combat climate change effectively?
• How is technology transforming the landscape of modern agriculture?
• Can technological advancements lead to a fully renewable energy-dependent world?
• How does technology influence the dynamics of modern warfare?

Bottom Line on Research Topics in Technology

Technology is a rapidly evolving field, and there's always something new to explore. Whether you're writing for the computer sciences, information technology or food technology realm, there are endless ideas that you can research on. Pick one of these technology research paper topics and jumpstart your project.

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54 Most Interesting Technology Research Topics for 2023

May 30, 2023

Scrambling to find technology research topics for the assignment that’s due sooner than you thought? Take a scroll down these 54 interesting technology essay topics in 10 different categories, including controversial technology topics, and some example research questions for each.

Social technology research topics

Whether you have active profiles on every social media platform, you’ve taken a social media break, or you generally try to limit your engagement as much as possible, you probably understand how pervasive social technologies have become in today’s culture. Social technology will especially appeal to those looking for widely discussed, mainstream technology essay topics.

• How do viewers respond to virtual influencers vs human influencers? Is one more effective or ethical over the other?
• Across social media platforms, when and where is mob mentality most prevalent? How do the nuances of mob mentality shift depending on the platform or topic?
• Portable devices like cell phones, laptops, and tablets have certainly made daily life easier in some ways. But how have they made daily life more difficult?
• How does access to social media affect developing brains? And what about mature brains?
• Can dating apps alter how users perceive and interact with people in real life?
• Studies have proven “doomscrolling” to negatively impact mental health—could there ever be any positive impacts?

Cryptocurrency and blockchain technology research topics

Following cryptocurrency and blockchain technology has been a rollercoaster the last few years. And since Bitcoin’s conception in 2009, cryptocurrency has consistently showed up on many lists of controversial technology topics.

• Is it ethical for celebrities or influential people to promote cryptocurrencies or cryptographic assets like NFTs ?
• What are the environmental impacts of mining cryptocurrencies? Could those impacts ever change?
• How does cryptocurrency impact financial security and financial health?
• Could the privacy cryptocurrency offers ever be worth the added security risks?
• How might cryptocurrency regulations and impacts continue to evolve?
• Created to enable cryptocurrency, blockchain has since proven useful in several other industries. What new uses could blockchain have?

Artificial intelligence technology research topics

We started 2023 with M3GAN’s box office success, and now we’re fascinated (or horrified) with ChatGPT , voice cloning , and deepfakes . While people have discussed artificial intelligence for ages, recent advances have really pushed this topic to the front of our minds. Those searching for controversial technology topics should pay close attention to this one.

• OpenAI –the company behind ChatGPT–has shown commitment to safe, moderated AI tools that they hope will provide positive benefits to society. Sam Altman, their CEO, recently testified before a US Senate He described what AI makes possible and called for more regulation in the industry. But even with companies like OpenAI displaying efforts to produce safe AI and advocating for regulations, can AI ever have a purely positive impact? Are certain pitfalls unavoidable?
• In a similar vein, can AI ever actually be ethically or safely produced? Will there always be certain risks?
• How might AI tools impact society across future generations?
• Countless movies and television shows explore the idea of AI going wrong, going back all the way to 1927’s Metropolis . What has a greater impact on public perception—representations in media or industry developments? And can public perception impact industry developments and their effectiveness?

Beauty and anti-aging technology 

Throughout human history, people in many cultures have gone to extreme lengths to capture and maintain a youthful beauty. But technology has taken the pursuit of beauty and youth to another level. For those seeking technology essay topics that are both timely and timeless, this one’s a gold mine.

• With augmented reality technology, companies like Perfect allow app users to virtually try on makeup, hair color, hair accessories, and hand or wrist accessories. Could virtual try-ons lead to a somewhat less wasteful beauty industry? What downsides should we consider?
• Users of the Perfect app can also receive virtual diagnoses for skin care issues and virtually “beautify” themselves with smoothed skin, erased blemishes, whitened teeth, brightened under-eye circles, and reshaped facial structures. How could advancements in beauty and anti-aging technology affect self-perception and mental health?
• What are the best alternatives to animal testing within the beauty and anti-aging industry?
• Is anti-aging purely a cosmetic pursuit? Could anti-aging technology provide other benefits?
• Could people actually find a “cure” to aging? And could a cure to aging lead to longer lifespans?
• How might longer human lifespans affect the Earth?

Geoengineering technology research topics

An umbrella term, geoengineering refers to large-scale technologies that can alter the earth and its climate. Typically, these types of technologies aim to combat climate change. Those searching for controversial technology topics should consider looking into this one.

• What benefits can solar geoengineering provide? Can they outweigh the severe risks?
• Compare solar geoengineering methods like mirrors in space, stratospheric aerosol injection, marine cloud brightening, and other proposed methods. How have these methods evolved? How might they continue to evolve?
• Which direct air capture methods are most sustainable?
• How can technology contribute to reforestation efforts?
• What are the best uses for biochar? And how can biochar help or harm the earth?
• Out of all the carbon geoengineering methods that exist or have been proposed, which should we focus on the most?

Creative and performing arts technology topics

While tensions often arise between artists and technology, they’ve also maintained a symbiotic relationship in many ways. It’s complicated. But of course, that’s what makes it interesting. Here’s another option for those searching for timely and timeless technology essay topics.

• How has the relationship between art and technology evolved over time?
• How has technology impacted the ways people create art? And how has technology impacted the ways people engage with art?
• Technology has made creating and viewing art widely accessible. Does this increased accessibility change the value of art? And do we value physical art more than digital art?
• Does technology complement storytelling in the performing arts? Or does technology hinder storytelling in the performing arts?
• Which current issues in the creative or performing arts could potentially be solved with technology?

Cellular agriculture technology research topics

And another route for those drawn to controversial technology topics: cellular agriculture. You’ve probably heard about popular plant-based meat options from brands like Impossible and Beyond Meat . While products made with cellular agriculture also don’t require the raising and slaughtering of livestock, they are not plant-based. Cellular agriculture allows for the production of animal-sourced foods and materials made from cultured animal cells.

• Many consumers have a proven bias against plant-based meats. Will that same bias extend to cultured meat, despite cultured meat coming from actual animal cells?
• Which issues can arise from patenting genes?
• Does the animal agriculture industry provide any benefits that cellular agriculture may have trouble replicating?
• How might products made with cellular agriculture become more affordable?
• Could cellular agriculture conflict with the notion of a “ circular bioeconomy ?” And should we strive for a circular bioeconomy? Can we create a sustainable relationship between technology, capitalism, and the environment, with or without cellular agriculture?

Transportation technology research topics

For decades, we’ve expected flying cars to carry us into a techno-utopia, where everything’s shiny, digital, and easy. We’ve heard promises of super fast trains that can zap us across the country or even across the world. We’ve imagined spring breaks on the moon, jet packs, and teleportation. Who wouldn’t love the option to go anywhere, anytime, super quickly? Transportation technology is another great option for those seeking widely discussed, mainstream technology essay topics.

• Once upon a time, Lady Gaga was set to perform in space as a promotion for Virgin Galactic . While Virgin Galactic never actually launched the iconic musician/actor, soon, they hope to launch their first commercial flight full of civilians–who paid $450,000 a pop–on a 90-minute trip into the stars. And if you think that’s pricey, SpaceX launched three businessmen into space for $55 million in April, 2022 (though with meals included, this is actually a total steal). So should we be launching people into space just for fun? What are the impacts of space tourism?
• Could technology improve the way hazardous materials get transported?
• How can the 5.9 GHz Safety Band affect drivers?
• Which might be safer: self-driving cars or self-flying airplanes?
• Compare hyperloop and maglev Which is better and why?
• Can technology improve safety for cyclists?

Gaming technology topics

A recent study involving over 2000 children found links between video game play and enhanced cognitive abilities. While many different studies have found the impacts of video games to be positive or neutral, we still don’t fully understand the impact of every type of video game on every type of brain. Regardless, most people have opinions on video gaming. So this one’s for those seeking widely discussed, mainstream, and controversial technology topics.

• Are different types or genres of video games more cognitively beneficial than others? Or are certain gaming consoles more cognitively beneficial than others?
• How do the impacts of video games differ from other types of games, such as board games or puzzles?
• What ethical challenges and safety risks come with virtual reality gaming?
• How does a player perceive reality during a virtual reality game compared to during other types of video games?
• Can neurodivergent brains benefit from video games in different ways than neurotypical brains?

Medical technology 

Advancements in healthcare have the power to change and save lives. In the last ten years, countless new medical technologies have been developed, and in the next ten years, countless more will likely emerge. Always relevant and often controversial, this final technology research topic could interest anyone.

• Which ethical issues might arise from editing genes using CRISPR-Cas9 technology? And should this technology continue to be illegal in the United States?
• How has telemedicine impacted patients and the healthcare they receive?
• Can neurotechnology devices potentially affect a user’s agency, identity, privacy, and/or cognitive liberty?
• How could the use of medical 3-D printing continue to evolve?
• Are patients more likely to skip digital therapeutics than in-person therapeutic methods? And can the increased screen-time required by digital therapeutics impact mental health

What do you do next?

Now that you’ve picked from this list of technology essay topics, you can do a deep dive and immerse yourself in new ideas, new information, and new perspectives. And of course, now that these topics have motivated you to change the world, look into the best computer science schools , the top feeders to tech and Silicon Valley , the best summer programs for STEM students , and the best biomedical engineering schools .

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Technology Research Topics

Table of contents

• 1 What are Technology Research Topics?
• 2 Tips for Writing Technology Research Papers
• 3 Computer Science and Engineering Technology Research Topics
• 4 Energy and Power Technology Research Topics
• 5 Medical Devices & Diagnostics
• 6 Pharmaceutical Technology Research Topics
• 7 Food Technology Research Topic
• 8 Educational Technology Research Topic
• 9 Controversial Technology Research Topics
• 10 Transportation Technology Research Topics
• 11.1 Conclusion

Have you ever wondered what interesting technology topics for research papers mean? Then this article will provide you with the answer and topic examples that you can research and write on.

Have you ever wondered what interesting technology topics for research paper mean? Then this article will provide you with the answer and topic examples that you can research and write on.

Tech-related topics are among the vastest categories for college students, experts, and researchers. The field covers everything development majorly. The good thing about technology is that it cuts across every business sector and education field. It is important in Sciences, Socials and Fine Arts.

There have been many technology research topics about technology and development of sciences in the 21st century. This is due to the massive scope of this field. Researchers and thesis students have continued to research the foundation of every development. Triggering new findings that contribute to the overall improvement of the field. There have been many thesis papers on technologies, and there will still be more over the years. This is because the field has witnessed the highest and fastest growth among other disciplines and sciences.

This article seeks to take the research of technology and its concepts to a higher level. By considering very recent topics in line with the evolution and revolution of the field. The topics suggested in this article are divided into various categories to give readers a very good understanding of the latest technological concepts.

What are Technology Research Topics?

A technology research topic is a research or thesis title that gives a researcher or expert an idea of what to work on. While in certain instances, people who make technology research will have their topic scribbled out for them, most of the time, they will need to get a topic themselves. These topics make it easy for them to work on.

Generally, a topic based on the technological field will be very formal. It must contain researched data and facts. The topic must have a final aim of projecting a solution, answer, or knowledge to the targeted audience. With this being the case, getting a technology research title requires more than just picking any topic. What will pass on as the best topic for research title will be one that can be researched and provides a solution to a problem that the target audience needs. In certain instances, both the problem and the solution may be completely new to the target audience.

However, the ability of the writer to make their target audience know that there is a problem and a corresponding solution could do the thesis and project a pathway to ground-breaking research. Hence, a research title must open the researcher, thesis student, and expert to opportunities that could trigger landmark solutions.

Based on the importance of a research title to an entire technology thesis or research, a potential writer must ensure that they know what it takes to draft an excellent technology and scientific research paper title. The good thing is that tips are available to draft an excellent thesis topic.

Tips for Writing Technology Research Papers

There are very important steps that must be followed for a writer to make an excellent thesis topic. One major tip is that any topic selected must include at least one recent technology. A thesis topic that needs today’s basic technology as a roadmap has a higher probability of coming out much more successfully than one that does not include any current or new technology. It is also possible to buy a research paper based on technology to avoid all the processes of learning new technology concepts. Below are the top tips for writing excellent technology Research projects.

• Understand The Research Assignment This step is very important and will determine whether you need to purchase a research paper or not. You have to understand the assignment to be asked to research if you seek to give out great quality work. You need to ensure that you know the problem being projected to you and what is needed as a solution. The best research paper topics technology are those the writers fully understood and created.
• Get the Topic Idea You can only carve out a topic for an assignment that you understand. This is why the first step is imperative and why this one must follow. Understanding the topic that currently and comprehensively covers the assignment and its solution will help you develop a catching title. Even if you seek to purchase research papers for sale , you will need to fully understand the assignment and the relevant fitting topic before purchasing. You will get value for your money and wow your target audience.
• Choose a Scope to Research If you are writing your research yourself, you should know that getting a topic is not just enough. A topic may cut into very vast areas, and it would be impossible for you to research all of these areas before your submission deadline. So the best way to ensure that you give quality research assignments is by specifying the scope of your topic. Identify which questions you want to provide answers for and focus on them. That way, your effort will be concentrated with a better output.
• Get Good Links Knowing how to get great links for your work is very important as that will help you give out excellent work. Relying on established sources for important theories will help you establish a more convincing solution to the problem your research is about.

This article will consider major research topics on different technology research topics so that researchers and students planning to write a thesis or research paper can select from them and start their project immediately.

Computer Science and Engineering Technology Research Topics

Computer Science is one of the widest fields of Technology projects. As such, there are multiple writing topics to explore following the consistent and continuous development of the sector. As for Computer Science, there are many research works on computer engineering and more to explore. Thanks to the growth in better computer hardware and the more seamless management systems developed over time.

This section consists of 15 different research topics that thesis and college students can work on and get approval from their supervisors.

All the topics are recent and in line with global needs in 2023 and the next couple of years. They include:

• Blockchain technology and the banking industry
• The connection between human perception and virtual reality
• Computer-assisted education and the future
• High-dimensional data modeling and computer science
• Parallel computing Languages
• Imperative and declarative language in computer science
• The machine architecture and the efficiency of code
• The use of mesh generation for computational domains
• Persistent data structure optimization
• System programming language development
• Cyber-physical system vs sensor network
• Network economics and game theory
• Computational thinking and science
• Types of software security
• Programming language and floating-point

Energy and Power Technology Research Topics

Unlike many technology-related topics, Energy and Power is one that cuts into the spheres of politics, economics, and pure science. In the areas of Economics, Energy and Power are the second most arbitrated cases. It’s only behind Construction disputes.

However, energy and Power in Science and Practicality are not for the sake of disputes. In recent years, there has been more harmony between energy and other tech-related disciplines. This has triggered many research projects, and writing research assignments is not out of the equation.

So do you have an energy/Power research assignment to handle, then this section provides you with amazing topic ideas and scopes that you can choose and pick from? All the topics are very recent and in line with the needs of today’s assignments.

Get topics that focus on Cars, power industries, chemicals, and more.

• The use of fuel cells for stationary power generation
• Energy density
• Lithium-air and lithium-ion battery
• The better between gasoline and lithium-air batteries
• Renewable energy technologies
• The pros and cons of renewable energy usage
• Algae and biofuels
• Solar installations of India
• The use of robots in adjusting solar panels to weather
• Create energy and inertial confinement fusion
• Hydrogen energy and the future
• Alternative energy sources amidst gas price increase
• The application of energy transformation methods in respect to hydrogen energy
• AC systems and thermal storage
• Loading balance using smart grid

Medical Devices & Diagnostics

Medical devices and diagnostics are fast-growing fields with many opportunities for researchers to explore. There are thousands of devices that aid doctors in treating and managing patients. However, it cannot be emphatically stated that all of these devices offer the best results, where research assignments come into play.

As medical devices, medical diagnoses are also A very concentrated research area. Diagnostic research is highly related to medical devices because diagnoses are carried out with modern gadgets being produced by experts.

This section will consider top medical devices and diagnoses research titles in line with recent needs.

• Difference between Medical Devices and Drugs
• How Diagnostics helps treatment in 2023
• The Era of genetics Diagnostics and Discovery of Hidden Vulnerabilities
• How are Medical Smart Carts changing the game of Medicine?
• The Eventuality of AI in Smart Medical Devices
• The Regulation of Medical Devices
• Should Private Diagnoses Be Used for Making Critical Medical Decisions?
• Diagnostic Devices, Genetic Tests, and In Vitro Devices
• 3D & 4D Printing in Biomedicine
• Innovation in Minimally Invasive Therapies, Screening and Biosensing: Complex Networks, Data-driven Models
• Are medical Devices turning the Health Sector into a small interconnected powerhouse?
• Advances in Methods of Diagnostic & Therapeutic Devices
• What are Intra-Body Communication & Sensing?
• Smart Gadgets Data Collection in terms of Neuroscience
• The Contribution of Smartphone-Enabled Point-of-Care Diagnostic & Communication Systems

Pharmaceutical Technology Research Topics

Medicine has continued to improve, with technology in this area spiking in the last 20 years than it did centuries before. Pharmaceutical technology is one of the major flag bearers of this growth. As the COVID-19 pandemic revealed, the potential of pharmaceutical technology knows no bounds as long as there is continuous research in the field.

With that being the case, there are multiple research titles and projects available to take on in this field, with the opportunity almost endless. This section lists some of these topics to help research students get great topics that they can work on for the best effect. While they are only 15, they all cover a large scope of inexhaustible topics, leaving the researcher to make their choice.

• The technologies of pharmaceuticals and their specialty medications
• The technology and trend of prior electronic authorization in pharmacy
• Medication therapy management and its effectiveness
• Electronic prescription of a controlled substance as regards the issues of drug abuse
• Health information exchange and medication therapy management
• How efficient and effective is a drug prescription monitoring program?
• The script standard of NCPDP for specialty pharmacies
• The patient’s interest in real-time pharmacy
• AIDS: development of drugs and vaccines
• Pharmaceutical technologies and data security
• The DNA library technology: an overview
• The impact of cloud ERP in the pharmaceutical industry
• Cannabidiol medication in pain management and the future
• Pharmaceutical research with phenotypic screening
• The benefits of cloud technology for small pharmaceutical companies

Food Technology Research Topic

Food research assignments and thesis have been going on for decades and even centuries due to their importance to living organisms. In 2023, this trend is expected to continue with more research topics to explore. Here are some amazing topic ideas that you can choose from and offer a mind-blowing research assignment.

• The types of machines used in the food industry
• 3D printing and the food industry
• Micro packaging and the future
• The impacts of robots as regards safety in butchery
• Swallowing disorder: 3D printed food as a solution
• Food technology and food waste: what are the solutions
• Biofilms and cold plasma
• Drones and precision agriculture
• Food industry and the time-temperature indicators
• Preservatives, additives, and the human gut microbiome
• Hydroponic and conventional farming
• The elimination of byproducts in edible oil production
• The baking industry and the newest technology
• Electronic nose in agriculture and food industry
• Food safety

Educational Technology Research Topic

As far as college students are concerned, technology in education and its subsequent research is the biggest assignment and thesis they have to consider. Education technology has continued to grow, with many gadgets and smart equipment introduced to facilitate better learning.

This section will consider some of the major education research titles that technology students can pick and provide excellent research.

• How is computational thinking improving critical thinking among students
• The effect of professional learning for college student
• The impact of technology in educational research
• The relevance of technology in advancing scientific research
• Virtual reality and its role in helping student understand complex concepts
• Global learning through technology and how it affects education standards
• Data centers and their role in education
• Cultural competence and socio-emotional learning
• Artificial intelligence and educational system
• Is the development of sufficient national capacities related to science, technology, and innovation possible?
• How inclusive is the architecture of learning systems?
• Student-centered learning
• The impact of connectivity for schools and learning, especially in rural environments
• Energy sources: their technological relativity and use in education
• Community college: advantages and disadvantages

Controversial Technology Research Topics

As the name suggests, Controversial technology topics are among the most researched in science. How good is technology considering its effects on the global world and nature? This argument is the foundation of Controversial technology topics. See 15 different technology topics to choose from as you start your research assignment.

• Can Human Trials Improve Drugs and Medicines Faster?
• The Legality of Euthanasia and Assisted Killings in Medicine
• Why Kids should not be exposed to the Internet and Social Media Gadgets in Their Earlier Years
• How Is Technology Destroying the World’s Ecology?
• Is Technology Leading the Destruction of the World’s Climate?
• How Has Technology Increased Radiation and the Depletion of the World?
• Does Technology Increase Gang Initiation due to Internet Access?
• How Social Media Increases the Rate of Children and Young Adults Death?
• The Relationship Between Technology and Depression
• Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR): Editing the Human Genome
• The Possible Devastation of World from High-Tech Military Weapons
• Space Colonization: How it is Good and Bad for Mother Earth
• Are Law Enforcement use of Hidden Cameras an Encroachment of Privacy?
• How Virtual Reality Can Become the New Reality If Developed?
• The Wins of Cochlear Implant Research

Transportation Technology Research Topics

Transportation technology research titles are among the hottest categories for students currently. See 15 best research topics for tech and science-related research to pick from.

• Are Computerized self-driving Cars Safe?
• The development and Advantages of hybrid cars and Electric cars
• How to Protect your smart car from hijackers and Car Thieves?
• Will the next-generation Cars Have Reliable GPS devices and Replace Drivers?
• The Evolution of High-speed rail networks and How They Change Rail Transport
• Driving and Using Cell phones: The Global Stats of Cell Phone Related Auto Accidents
• Is Teleportation an Impossible Physics?
• Will Gyroscopes be the new convenient solutions for public transportation?
• Will Logistics Companies be More Efficient With Electric Trucks?
• How Carbon fiber Serves as an optional material for unit load devices
• The Benefits of Advanced Transport Management Systems (TMS)?
• Can Solar Roadways Become More Cost-Effective?
• Does Technology Provide the Possibility of Water Powered Cars?
• How AI has Penetrated the Transport System and Make It More Effective
• Speed and Safety: How Technology Has Revolutionized Transport Systems

Information Communication Technologies (ITC) Research Topics

ICT is arguably the biggest field of technology, thanks to the amazing developments that have been achieved over the years in the field. ICT plays a major role in different areas of human life. This includes the area of TELECOMs, Education, Family, and Industries.

This section will consider 15 major technology titles on ICT to help students get topics to work on.

• How is technology improving Humans reading ability?
• Do online formats of readable information encourage readers to skim through instead of Understanding the Topics?
• How has technology made it extremely easy to get information in Seconds: a good or bad development?
• The Misconception of Gauging Intelligence?
• How are Internet Search Engines changing us?
• The introduction of ICT and new technologies in Education and How they improve Students’ learning
• Is it worrisome that schools and Colleges now educate students via iPads, social media, Smart Boards, and other new Applications?
• Did the Digital Age trigger any loss of information and Unique Intelligence that conventional and Traditional Learning and research methods provided in the Old era?
• Do Search Engines and Web2 Platforms censor information, leave users blindsided, and Keep them in the Dark?
• Should Encyclopedia sites such as Wikipedia be Regulated because of the High Risk of it Providing Wrong Information to the Public?
• Are Blogs and Online Websites Better than Books?
• The Importance of Traditional Researching and learning in a Highly Digital World
• Do PDFs and Other Electronic Books Promote Short Attention Span?
• Are Tech-Savvy generations dumber or Smarter?
• Should Schools Become Fully Digitalized?

This article shows that technology research papers require a good understanding of technological and scientific concepts. That way, people can easily understand the basis of an assignment. They know how to draft the topic and scope. They also get excellent resources for completing the projects.

This article explained what technological research papers are. It explained how to write them and listed many topic examples people can use for their projects. Therefore, if you follow all the information discussed in this article, you will get top technology ideas for research.

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127 Technology Essay Topic Ideas & Examples

Inside This Article

Technology has become an integral part of our daily lives, shaping the way we communicate, work, and interact with the world around us. As such, it is no surprise that technology has become a popular topic for essays and research papers. If you're struggling to come up with a topic for your next technology essay, fear not! We've compiled a list of 127 technology essay topic ideas and examples to help get your creative juices flowing.

• The impact of social media on society
• The role of artificial intelligence in healthcare
• The future of virtual reality technology
• The ethical implications of gene editing technology
• The rise of remote work and its impact on the workforce
• The benefits and drawbacks of self-driving cars
• The role of technology in education
• The impact of smartphones on mental health
• The potential dangers of deepfake technology
• The benefits of renewable energy technology
• The impact of automation on the job market
• The role of technology in disaster preparedness and response
• The future of space exploration technology
• The impact of 5G technology on communication networks
• The ethics of data mining and surveillance technology
• The impact of biometric technology on security
• The potential of blockchain technology in various industries
• The impact of e-commerce on traditional retail businesses
• The future of wearable technology
• The role of technology in combating climate change
• The implications of quantum computing technology
• The impact of big data on business decision-making
• The benefits and drawbacks of drone technology
• The role of technology in shaping political movements
• The potential of augmented reality technology in education
• The impact of online dating apps on relationships
• The ethics of artificial intelligence in decision-making
• The impact of cybersecurity threats on businesses
• The future of 3D printing technology
• The benefits of telemedicine technology
• The implications of autonomous weapons technology
• The impact of technology on mental health treatment
• The role of technology in disaster recovery efforts
• The future of smart home technology
• The benefits and drawbacks of online learning platforms
• The impact of technology on social relationships
• The ethics of gene editing technology in agriculture
• The potential of virtual reality technology in therapy
• The impact of technology on the music industry
• The role of technology in promoting environmental sustainability
• The implications of artificial intelligence in job automation
• The benefits and drawbacks of cryptocurrency technology
• The future of quantum encryption technology
• The impact of technology on personal privacy
• The role of technology in healthcare data management
• The potential of nanotechnology in medical research
• The ethics of facial recognition technology
• The impact of technology on the entertainment industry
• The benefits and drawbacks of cloud computing technology
• The future of biometric identification technology
• The role of technology in promoting social justice
• The implications of autonomous vehicles in transportation
• The impact of technology on food production and distribution
• The ethics of artificial intelligence in criminal justice
• The potential of blockchain technology in supply chain management
• The benefits and drawbacks of smart city technology
• The future of voice recognition technology
• The impact of technology on the travel industry
• The role of technology in disaster prevention efforts
• The implications of artificial intelligence in creative industries
• The ethics of genetic engineering technology
• The benefits and drawbacks of cloud storage technology
• The future of quantum communication technology
• The impact of technology on online privacy
• The role of technology in improving access to healthcare
• The potential of biometric authentication technology
• The benefits and drawbacks of social media platforms
• The future of artificial intelligence in customer service
• The impact of technology on urban planning and development
• The role of technology in promoting diversity and inclusion
• The implications of autonomous drones in warfare
• The ethics of artificial intelligence in journalism
• The potential of blockchain technology in voting systems
• The benefits and drawbacks of smart grid technology
• The future of virtual assistant technology
• The impact of technology on the gig economy
• The role of technology in promoting financial inclusion
• The implications of artificial intelligence in creative writing
• The ethics of facial recognition technology in law enforcement
• The potential of blockchain technology in healthcare records
• The benefits and drawbacks of smart wearables
• The future of quantum computing in cybersecurity
• The impact of technology on social activism
• The role of technology in improving disaster response times
• The implications of artificial intelligence in art and design
• The ethics of genetic modification technology in agriculture
• The potential of blockchain technology in digital identity
• The benefits and drawbacks of smart transportation systems
• The future of quantum sensors technology
• The impact of technology on online security
• The role of technology in promoting mental wellness
• The implications of artificial intelligence in financial markets
• The ethics of facial recognition technology in public spaces
• The potential of blockchain technology in real estate transactions
• The benefits and drawbacks of smart farming technology
• The future of quantum encryption in data protection
• The impact of technology on workplace productivity
• The role of technology in promoting environmental conservation
• The implications of artificial intelligence in healthcare diagnostics
• The ethics of genetic editing technology in human reproduction
• The potential of blockchain technology in intellectual property rights
• The benefits and drawbacks of smart energy management systems
• The future of quantum computing in scientific research
• The impact of technology on online censorship
• The role of technology in promoting healthy lifestyles
• The implications of artificial intelligence in legal services
• The ethics of facial recognition technology in public safety
• The potential of blockchain technology in cross-border payments
• The benefits and drawbacks of smart manufacturing technology
• The future of quantum communication in secure messaging
• The impact of technology on social inequality
• The role of technology in promoting gender equality
• The implications of artificial intelligence in military operations
• The ethics of genetic engineering technology in human enhancement
• The potential of blockchain technology in digital voting systems
• The benefits and drawbacks of smart water management systems
• The future of quantum sensors in medical diagnostics
• The impact of technology on online addiction
• The role of technology in promoting cultural diversity
• The implications of artificial intelligence in autonomous decision-making
• The ethics of facial recognition technology in immigration control
• The potential of blockchain technology in cryptocurrency regulation
• The benefits and drawbacks of smart waste management systems
• The future of quantum encryption in secure communication
• The impact of technology on social isolation
• The role of technology in promoting global cooperation
• The implications of artificial intelligence in ethical decision-making

In conclusion, technology offers a vast array of essay topics that can be explored from various perspectives. Whether you're interested in the ethical implications of artificial intelligence or the potential of blockchain technology, there is no shortage of ideas to choose from. So, pick a topic that interests you and start writing your next technology essay today!

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The Top 10 Most Interesting Technology Research Topics

With technological innovation streamlining processes in businesses at all levels and customers opting for digital interaction, adopting modern technologies have become critical for success in all industries. Technology continues to positively impact organizations , according to Statista, which is why technology research topics have become common among college-level students.

In this article, we have hand-picked the best examples of technology research topics and technology research questions to help you choose a direction to focus your research efforts. These technology research paper topics will inspire you to consider new ways to analyze technology and its evolving role in today’s world.

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What makes a strong technology research topic.

A strong research topic is clear, relevant, and original. It should intrigue readers to learn more about the role of technology through your research paper. A successful research topic meets the requirements of the assignment and isn’t too broad or narrow.

Technology research topics must identify a broad area of research on technologies, so an extremely technical topic can be overwhelming to write. Your technology research paper topic should be suitable for the academic level of your audience.

Tips for Choosing a Technology Research Topic

• Make sure it’s clear. Select a research topic with a clear main idea that you can explain in simple language. It should be able to capture the attention of the audience and keep them engaged in your research paper.
• Make sure it’s relevant. The technology research paper topic should be relevant to the understanding and academic level of the readers. It should enhance their knowledge of a specific technological topic, instead of simply providing vague, directionless ideas about different types of technologies.
• Employ approachable language. Even though you might be choosing a topic from complex technology research topics, the language should be simple. It can be field-specific, but the technical terms used must be basic and easy to understand for the readers.
• Discuss innovations. New technologies get introduced frequently, which adds to the variety of technology research paper topics. Your research topic shouldn’t be limited to old or common technologies. Along with the famous technologies, it should include evolving technologies and introduce them to the audience.
• Be creative . With the rapid growth of technological development, some technology research topics have become increasingly common. It can be challenging to be creative with a topic that has been exhausted through numerous research papers. Your research topic should provide unique information to the audience, which can attract them to your work.

What’s the Difference Between a Research Topic and a Research Question?

A research topic is a subject or a problem being studied by a researcher. It is the foundation of any research paper that sets the tone of the research. It should be broad with a wide range of information available for conducting research.

On the other hand, a research question is closely related to the research topic and is addressed in the study. The answer is formed through data analysis and interpretation. It is more field-specific and directs the research paper toward a specific aspect of a broad subject.

How to Create Strong Technology Research Questions

Technology research questions should be concise, specific, and original while showing a connection to the technology research paper topic. It should be researchable and answerable through analysis of a problem or issue. Make sure it is easy to understand and write within the given word limit and timeframe of the research paper.

Technology is an emerging field with several areas of study, so a strong research question is based on a specific part of a large technical field. For example, many technologies are used in branches of healthcare such as genetics and DNA. Therefore, a research paper about genetics technology should feature a research question that is exclusive to genetics technology only.

Top 10 Technology Research Paper Topics

1. the future of computer-assisted education.

The world shifted to digital learning in the last few years. Students were using the Internet to take online classes, online exams, and courses. Some people prefer distance learning courses over face-to-face classes now, as they only require modern technologies like laptops, mobile phones, and the Internet to study, complete assignments, and even attend lectures.

The demand for digital learning has increased, and it will be an essential part of the education system in the coming years. As a result of the increasing demand, the global digital learning market is expecting a growth of about 110 percent by 2026 .

2. Children’s Use of Social Media

Nowadays, parents allow their children to use the Internet from a very young age. A recent poll by C.S. Mott Children’s Hospital reported that 32 percent of parents allow their children aged seven to nine to use social media sites. This can expose them to cyber bullying and age-inappropriate content, as well as increase their dependence on technology.

Kids need to engage in physical activities and explore the world around them. Using social media sites in childhood can be negative for their personalities and brain health. Analyzing the advantages and disadvantages of the use of technology among young children can create an interesting research paper.

3. The Risks of Digital Voting

Digital voting is an easy way of casting and counting votes. It can save the cost and time associated with traveling to the polling station and getting a postal vote. However, it has a different set of security challenges. A research paper can list the major election security risks caused by digital voting.

Voting in an online format can expose your personal information and decisions to a hacker. As no computer device or software is completely unhackable, the voting system can be taken down, or the hacking may even go undetected.

4. Technology’s Impact on Society in 20 Years

Technological development has accelerated in the last decade. Current technology trends in innovation are focusing on artificial intelligence development, machine learning, and the development and implementation of robots.

Climate change has affected both human life and animal life. Climate technology can be used to deal with global warming in the coming years, and digital learning can make education available for everyone. This technology research paper can discuss the positive and negative effects of technology in 20 years.

5. The Reliability of Self-Driving Cars

Self-driving cars are one of the most exciting trends in technology today. It is a major technology of the future and one of the controversial technology topics. It is considered safer than human driving, but there are some risks involved. For example, edge cases are still common to experience while driving.

Edge cases are occasional and unpredictable situations that may lead to accidents and injuries. It includes difficult weather conditions, objects or animals on the road, and blocked roads. Self-driving cars may struggle to respond to edge cases appropriately, requiring the driver to employ common sense to handle the situation.

6. The Impact of Technology on Infertility

Assisted reproductive technology (ART) helps infertile couples get pregnant. It employs infertility techniques such as In-Vitro Fertilization (IVF) and Gamete Intrafallopian Transfer (GIFT).

Infertility technologies are included in the controversial technology topics because embryonic stem cell research requires extracted human embryos. So, the research can be considered unethical. It is an excellent research topic from the reproductive technology field.

7. Evolution of War Technology

Military technologies have improved throughout history. Modern technologies, such as airplanes, missiles, nuclear reactors, and drones, are essential for war management. Countries experience major innovation in technologies during wars to fulfill their military-specific needs.

Military technologies have controversial ideas and debates linked to them, as some people believe that it plays a role in wars. A research paper on war technology can help evaluate the role of technology in warfare.

8. Using Technology to Create Eco-Friendly Food Packaging

Food technologies and agricultural technologies are trying to manage climate change through eco-friendly food packaging. The materials used are biodegradable, sustainable, and have inbuilt technology that kills microbes harmful to human life.

Research on eco-friendly food packaging can discuss the ineffectiveness of current packaging strategies. The new food technologies used for packaging can be costly, but they are better for preserving foods and the environment.

9. Disease Diagnostics and Therapeutics Through DNA Cloning

Genetic engineering deals with genes and uses them as diagnostics and therapeutics. DNA cloning creates copies of genes or parts of DNA to study different characteristics. The findings are used for diagnosing different types of cancers and even hematological diseases.

Genetic engineering is also used for therapeutic cloning, which clones an embryo for studying diseases and treatments. DNA technology, gene editing, gene therapy, and similar topics are hot topics in technology research papers.

10. Artificial Intelligence in Mental Health Care

Mental health is a widely discussed topic around the world, making it perfect for technology research topics. The mental health care industry has more recently been using artificial intelligence tools and mental health technology like chatbots and virtual assistants to connect with patients.

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Artificial intelligence has the potential to improve the diagnosis and treatment of mental illness. It can help a health care provider with monitoring patient progress and assigning the right therapist based on provided data and information.

Other Examples of Technology Research Topics & Questions

Technology research topics.

• The connection between productivity and the use of digital tools
• The importance of medical technologies in the next years
• The consequences of addiction to technology
• The negative impact of social media
• The rise and future of blockchain technology

Technology Research Questions

• Is using technology in college classrooms a good or bad idea?
• What are the advantages of cloud technologies for pharmaceutical companies?
• Can new technologies help in treating morbid obesity?
• How to identify true and false information on social media
• Why is machine learning the future?

Choosing the Right Technology Research Topic

Since technology is a diverse field, it can be challenging to choose an interesting technology research topic. It is crucial to select a good research topic for a successful research paper. Any research is centered around the research topic, so it’s important to pick one carefully.

From cell phones to self-driving cars, technological development has completely transformed the world. It offers a wide range of topics to research, resulting in numerous options to choose from. We have compiled technology research topics from a variety of fields. You should select a topic that interests you, as you will be spending weeks researching and writing about it.

Technology Research Topics FAQ

Technology is important in education because it allows people to access educational opportunities globally through mobile technologies and the Internet. Students can enroll in online college degrees , courses, and attend online coding bootcamps . Technology has also made writing research papers easier with the tremendous amount of material available online.

Yes, technology can take over jobs as robotics and automation continue to evolve. However, the management of these technologies will still require human employees with technical backgrounds, such as artificial intelligence specialists, data scientists , and cloud engineers.

Solar panels and wind turbines are two forms of technology that help with climate change, as they convert energy efficiently without emitting greenhouse gases. Electric bikes run on lithium batteries and only take a few hours to charge, which makes them environmentally friendly. Carbon dioxide captures are a way of removing CO 2 from the atmosphere and storing it deep underground.

Technology helps companies manage client and employee data, store and protect important information, and develop strategies to stay ahead of competitors. Marketing technologies, such as Search Engine Optimization (SEO), are great for attracting customers online.

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Research Topics & Ideas: CompSci & IT

50+ Computer Science Research Topic Ideas To Fast-Track Your Project

Finding and choosing a strong research topic is the critical first step when it comes to crafting a high-quality dissertation, thesis or research project. If you’ve landed on this post, chances are you’re looking for a computer science-related research topic , but aren’t sure where to start. Here, we’ll explore a variety of CompSci & IT-related research ideas and topic thought-starters, including algorithms, AI, networking, database systems, UX, information security and software engineering.

NB – This is just the start…

The topic ideation and evaluation process has multiple steps . In this post, we’ll kickstart the process by sharing some research topic ideas within the CompSci domain. This is the starting point, but to develop a well-defined research topic, you’ll need to identify a clear and convincing research gap , along with a well-justified plan of action to fill that gap.

If you’re new to the oftentimes perplexing world of research, or if this is your first time undertaking a formal academic research project, be sure to check out our free dissertation mini-course. In it, we cover the process of writing a dissertation or thesis from start to end. Be sure to also sign up for our free webinar that explores how to find a high-quality research topic. 

Overview: CompSci Research Topics

• Algorithms & data structures
• Artificial intelligence ( AI )
• Computer networking
• Database systems
• Human-computer interaction
• Information security (IS)
• Software engineering
• Examples of CompSci dissertation & theses

Topics/Ideas: Algorithms & Data Structures

• An analysis of neural network algorithms’ accuracy for processing consumer purchase patterns
• A systematic review of the impact of graph algorithms on data analysis and discovery in social media network analysis
• An evaluation of machine learning algorithms used for recommender systems in streaming services
• A review of approximation algorithm approaches for solving NP-hard problems
• An analysis of parallel algorithms for high-performance computing of genomic data
• The influence of data structures on optimal algorithm design and performance in Fintech
• A Survey of algorithms applied in internet of things (IoT) systems in supply-chain management
• A comparison of streaming algorithm performance for the detection of elephant flows
• A systematic review and evaluation of machine learning algorithms used in facial pattern recognition
• Exploring the performance of a decision tree-based approach for optimizing stock purchase decisions
• Assessing the importance of complete and representative training datasets in Agricultural machine learning based decision making.
• A Comparison of Deep learning algorithms performance for structured and unstructured datasets with “rare cases”
• A systematic review of noise reduction best practices for machine learning algorithms in geoinformatics.
• Exploring the feasibility of applying information theory to feature extraction in retail datasets.
• Assessing the use case of neural network algorithms for image analysis in biodiversity assessment

Topics & Ideas: Artificial Intelligence (AI)

• Applying deep learning algorithms for speech recognition in speech-impaired children
• A review of the impact of artificial intelligence on decision-making processes in stock valuation
• An evaluation of reinforcement learning algorithms used in the production of video games
• An exploration of key developments in natural language processing and how they impacted the evolution of Chabots.
• An analysis of the ethical and social implications of artificial intelligence-based automated marking
• The influence of large-scale GIS datasets on artificial intelligence and machine learning developments
• An examination of the use of artificial intelligence in orthopaedic surgery
• The impact of explainable artificial intelligence (XAI) on transparency and trust in supply chain management
• An evaluation of the role of artificial intelligence in financial forecasting and risk management in cryptocurrency
• A meta-analysis of deep learning algorithm performance in predicting and cyber attacks in schools

Topics & Ideas: Networking

• An analysis of the impact of 5G technology on internet penetration in rural Tanzania
• Assessing the role of software-defined networking (SDN) in modern cloud-based computing
• A critical analysis of network security and privacy concerns associated with Industry 4.0 investment in healthcare.
• Exploring the influence of cloud computing on security risks in fintech.
• An examination of the use of network function virtualization (NFV) in telecom networks in Southern America
• Assessing the impact of edge computing on network architecture and design in IoT-based manufacturing
• An evaluation of the challenges and opportunities in 6G wireless network adoption
• The role of network congestion control algorithms in improving network performance on streaming platforms
• An analysis of network coding-based approaches for data security
• Assessing the impact of network topology on network performance and reliability in IoT-based workspaces

Topics & Ideas: Database Systems

• An analysis of big data management systems and technologies used in B2B marketing
• The impact of NoSQL databases on data management and analysis in smart cities
• An evaluation of the security and privacy concerns of cloud-based databases in financial organisations
• Exploring the role of data warehousing and business intelligence in global consultancies
• An analysis of the use of graph databases for data modelling and analysis in recommendation systems
• The influence of the Internet of Things (IoT) on database design and management in the retail grocery industry
• An examination of the challenges and opportunities of distributed databases in supply chain management
• Assessing the impact of data compression algorithms on database performance and scalability in cloud computing
• An evaluation of the use of in-memory databases for real-time data processing in patient monitoring
• Comparing the effects of database tuning and optimization approaches in improving database performance and efficiency in omnichannel retailing

Topics & Ideas: Human-Computer Interaction

• An analysis of the impact of mobile technology on human-computer interaction prevalence in adolescent men
• An exploration of how artificial intelligence is changing human-computer interaction patterns in children
• An evaluation of the usability and accessibility of web-based systems for CRM in the fast fashion retail sector
• Assessing the influence of virtual and augmented reality on consumer purchasing patterns
• An examination of the use of gesture-based interfaces in architecture
• Exploring the impact of ease of use in wearable technology on geriatric user
• Evaluating the ramifications of gamification in the Metaverse
• A systematic review of user experience (UX) design advances associated with Augmented Reality
• A comparison of natural language processing algorithms automation of customer response Comparing end-user perceptions of natural language processing algorithms for automated customer response
• Analysing the impact of voice-based interfaces on purchase practices in the fast food industry

Topics & Ideas: Information Security

• A bibliometric review of current trends in cryptography for secure communication
• An analysis of secure multi-party computation protocols and their applications in cloud-based computing
• An investigation of the security of blockchain technology in patient health record tracking
• A comparative study of symmetric and asymmetric encryption algorithms for instant text messaging
• A systematic review of secure data storage solutions used for cloud computing in the fintech industry
• An analysis of intrusion detection and prevention systems used in the healthcare sector
• Assessing security best practices for IoT devices in political offices
• An investigation into the role social media played in shifting regulations related to privacy and the protection of personal data
• A comparative study of digital signature schemes adoption in property transfers
• An assessment of the security of secure wireless communication systems used in tertiary institutions

Topics & Ideas: Software Engineering

• A study of agile software development methodologies and their impact on project success in pharmacology
• Investigating the impacts of software refactoring techniques and tools in blockchain-based developments
• A study of the impact of DevOps practices on software development and delivery in the healthcare sector
• An analysis of software architecture patterns and their impact on the maintainability and scalability of cloud-based offerings
• A study of the impact of artificial intelligence and machine learning on software engineering practices in the education sector
• An investigation of software testing techniques and methodologies for subscription-based offerings
• A review of software security practices and techniques for protecting against phishing attacks from social media
• An analysis of the impact of cloud computing on the rate of software development and deployment in the manufacturing sector
• Exploring the impact of software development outsourcing on project success in multinational contexts
• An investigation into the effect of poor software documentation on app success in the retail sector

CompSci & IT Dissertations/Theses

While the ideas we’ve presented above are a decent starting point for finding a CompSci-related research topic, they are fairly generic and non-specific. So, it helps to look at actual dissertations and theses to see how this all comes together.

Below, we’ve included a selection of research projects from various CompSci-related degree programs to help refine your thinking. These are actual dissertations and theses, written as part of Master’s and PhD-level programs, so they can provide some useful insight as to what a research topic looks like in practice.

• An array-based optimization framework for query processing and data analytics (Chen, 2021)
• Dynamic Object Partitioning and replication for cooperative cache (Asad, 2021)
• Embedding constructural documentation in unit tests (Nassif, 2019)
• PLASA | Programming Language for Synchronous Agents (Kilaru, 2019)
• Healthcare Data Authentication using Deep Neural Network (Sekar, 2020)
• Virtual Reality System for Planetary Surface Visualization and Analysis (Quach, 2019)
• Artificial neural networks to predict share prices on the Johannesburg stock exchange (Pyon, 2021)
• Predicting household poverty with machine learning methods: the case of Malawi (Chinyama, 2022)
• Investigating user experience and bias mitigation of the multi-modal retrieval of historical data (Singh, 2021)
• Detection of HTTPS malware traffic without decryption (Nyathi, 2022)
• Redefining privacy: case study of smart health applications (Al-Zyoud, 2019)
• A state-based approach to context modeling and computing (Yue, 2019)
• A Novel Cooperative Intrusion Detection System for Mobile Ad Hoc Networks (Solomon, 2019)
• HRSB-Tree for Spatio-Temporal Aggregates over Moving Regions (Paduri, 2019)

Looking at these titles, you can probably pick up that the research topics here are quite specific and narrowly-focused , compared to the generic ones presented earlier. This is an important thing to keep in mind as you develop your own research topic. That is to say, to create a top-notch research topic, you must be precise and target a specific context with specific variables of interest . In other words, you need to identify a clear, well-justified research gap.

Fast-Track Your Research Topic

If you’re still feeling a bit unsure about how to find a research topic for your Computer Science dissertation or research project, check out our Topic Kickstarter service.

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Top 100 technology research topics.

July 8, 2020

The choice of technology research topics can influence the quality of the final papers submitted by students. It can also impact the experience of students when writing their papers. These are some of the reasons why students should be careful when choosing technology topics to research and write about.

Nevertheless, students that have difficulties in choosing topics about technology have many options to consider. What’s more, topics on technology can be classified into different categories. Here are some of the research topics about technology that learners can research and write about. If you decide to get professional writing help, just contact our academic writers .

Latest Technology Research Topics

If you want to write about the latest technological inventions, consider technology research paper topics in this category. Here are some of them.

• 3D algorithms – Discuss their use in computer programming languages and the game video games’ development
• Explain the inefficient use of 3D printers in today’s society
• Ad Server – Explain technology use in advertising
• Explain the evolution of artificial intelligence
• Explain the concept of auto text summarization
• Explain the process of building energy conservation designs
• Compare and contrast online learning and face-to-face learning
• Explain how cloud computing has changed how data is processed and stored in servers
• How do cell phones make humans depend on one another?
• Can the use of cell phones lead to brain cancer?
• Can genetic food modification technology be used to solve the world hunger problem?
• Discuss the undefined guidelines or rules that are followed in business technology
• Discuss the computer-aided control technology
• Discuss the computer-aided manufacture and design
• Explain how social media technology is helping in the creation of new families
• Explain the use of data mining technology in detecting technical theft and fraud
• Explain the effectiveness of the use of electronic surveillance to protect properties from possible dangers
• Explain how phishing can be stopped completely
• Explain how imaginaire has changed how people relate
• Why is the use of cell phones when driving risky?

These are just some of the latest technology-related topics. However, students should choose topics they find interesting and then conduct extensive research to find adequate and relevant data.

Amazing Technology Debate Topics

Are you looking for debatable technology essay topics? If yes, here are examples of such topics to consider.

• Explain how smart clothes or technology-compatible fashions have become a future wave
• Explain how voting fraud is a major problem because voting machines are easy to compromise
• How are tech companies overshadowing technology security
• Apple versus Samsung – Which company is the technology giant?
• Are Apple products designed and built to last?
• Android versus Apple – Who makes better devices?
• Are plasma televisions on their way out?
• How better can robots be in comparison to humans?
• Are entrepreneurs spending too much on tech start-ups?
• Can this time in history be described as the Age of Hacks?
• Why should you prefer Apple products?
• Do you like the autoplay feature for Facebook videos?
• Are you worried that your email account could be hacked?
• Are Firefox and Yahoo going against Google when it comes to diminishing its influence and growth?
• Are you worried about having your USB device hacked?
• Can you trust anti-surveillance software?
• Can books be replaced by technology?
• Can cell phones be used as educational tools?
• How important is a website for a modern company?
• Will consoles every reach the level of personal computers?

Interesting Technology Topics

If looking for hot topics in technology, consider some of the ideas in this category. Here are some of the most interesting research topics on technology that you should consider.

• Are medical apps reliable?
• How has the internet made outsourcing easier?
• Is Bitcoin safe and reliable?
• How can technology be used to manage healthcare in the cloud?
• Will self-driving cars be safe?
• How effective are video surveillance and smart homes?
• Are digital voting machines encouraging voter fraud or paving way for the future?
• Are children spending excessive time on the internet?
• Is gene editing ethical?
• What are the Blockchain technology basics?
• Why is virtual gaming and reality so popular?
• How addictive are video games?
• Why are teenagers avoiding some social media platforms?
• Are VPN sketchy or safe?
• What does a transition from 4G to 5G means?
• What is the future of video streaming?
• How have technology advances changed IT support?
• Explain what companies are doing to beat hackers?
• Explain the concept of online shopping and augmented reality
• Explain GGI advancements in videogames and movies

These are some of the best computer technology topics to consider if you want to research and write about something interesting. Nevertheless, you should be ready to research extensively to find relevant and factual data to support your argument.

Controversial Technology Topics

Learners have many controversial topics in technology to consider. These are engaging and relatable topics that many people find controversial. Here are examples of such topics:

• How dangerous are cell phones?
• What are the emerging alternative energy forms?
• Are digital tools making humans less or more productive?
• How different is the world in which kids under the age of 12 are growing compared to those in colleges?
• Is the world having a throw-away society?
• Explain the drone warfare
• How can technology be used to prevent pregnancy among teens?
• Should the internet be censored or controlled?
• Digital learning is changing education and schools- Explain
• Explain the use of filthy language on the internet
• Explain how technology is influencing the education system
• Is technology turning humans into zombies?
• How can technology be used to regulate the human diet?
• Should technological developments be accessed by people across the world equally?
• Should identity chips be implanted under the human skin?
• How is technology influencing behavior among children?
• How have human lives changed because of technology?
• How is digital learning changing education and classrooms
• Are Smartphones reducing live communication?
• What are the negative effects of new technologies?

This category has some of the best educational technology topics. Some of them are also great technology presentation topics. However, students should research them extensively and use reliable sources to find quality data to support their arguments.

Technology Argumentative Essay Topics

Perhaps, you’re looking for technology essays topics that allow you to take a stance. In that case, you should choose the topics in this category. Here are examples of the best topics in this category.

• Cell phones are too harmful
• Video games are too violent for children
• How good are mobile apps for learning
• Are the existing technologies making people lonely?
• Modern people are technological zombies
• Young people are too dependent on Smartphones and computers
• Modern teens are over depending on information technologies
• Is texting an effective way to communicate?
• Spy applications are an invasion of mobile phones privacy
• Explain how cyber-bullying can be blocked effectively
• Explain how Google has affected society
• How people have become anti-social because of technology
• Explain the pros and cons of using mobile phones
• Explain how technology makes people feel lonely
• Some computer games are partly the cause of mass murder

These can also be great technology speech topics. Nevertheless, they also require extensive research to come up with great papers.

Information Technology Topics

In addition to science and technology topics, students can also write on different information technology research topics. Examples of such topics include:

• How information technologies will change human life in 20 years
• Explain what governments are doing to regulate how people use the internet
• Explain the long-term effects of information technology
• Does the use of the internet to communicate bring humans closer together?
• Compare the human brain function and how computers work

Information technology research paper topics are very common in high schools and colleges. They are also common in social science studies. That’s because they enable learners to evaluate the impact of modern technologies on human behaviors. You can also check our computer science topics .

In addition to these categories, learners can also choose topics in business technology, science and technology topics, as well as, technology security topics. The most important thing is to select a topic you can comfortably research and write about.

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120 Technology Research Paper Topics

How to choose a topic for a technology research paper:, information technology research paper topics:.

• Artificial intelligence in cybersecurity
• The impact of blockchain technology on supply chain management
• Ethical considerations in the use of big data analytics
• The role of cloud computing in enhancing business productivity
• Internet of Things (IoT) and its implications for smart cities
• Cybersecurity challenges in the era of remote work
• The potential of virtual reality in healthcare applications
• The impact of social media on consumer behavior and marketing strategies
• Data privacy and protection in the age of digital surveillance
• The role of machine learning algorithms in predicting and preventing cyber attacks
• The use of biometric authentication systems for enhanced security
• The future of quantum computing and its potential applications
• The ethical implications of facial recognition technology
• The role of artificial intelligence in personalized medicine
• The impact of 5G technology on the Internet of Things

Technology Management Research Paper Topics:

• The impact of artificial intelligence on technology management
• Strategies for effective technology adoption and implementation in organizations
• The role of technology in enhancing supply chain management
• Exploring the challenges and opportunities of digital transformation in businesses
• The influence of big data analytics on technology management decision-making
• The role of technology in improving project management practices
• Investigating the relationship between technology management and innovation
• The impact of cybersecurity on technology management in organizations
• Exploring the role of technology in enhancing customer relationship management
• The challenges and benefits of cloud computing in technology management
• The role of technology in improving knowledge management practices
• Investigating the impact of technology on organizational change management
• The role of technology in improving sustainability and environmental management
• Exploring the challenges and opportunities of mobile technology in management
• The influence of technology on talent management and human resources practices

Medical Technology Research Paper Topics:

• The impact of artificial intelligence in medical diagnostics
• The role of wearable devices in monitoring and managing chronic diseases
• Advancements in robotic surgery and its implications for patient outcomes
• The use of virtual reality in pain management and rehabilitation
• The potential of nanotechnology in targeted drug delivery systems
• The development of 3D printing in personalized medicine
• The ethical considerations of genetic engineering in medical technology
• The application of telemedicine in rural and underserved areas
• The role of big data analytics in improving healthcare delivery
• The use of blockchain technology in securing medical records and data
• The impact of mobile health applications on patient engagement and self-care
• The potential of gene editing technologies in treating genetic disorders
• The development of smart implants for real-time monitoring and treatment
• The use of bioinformatics in personalized medicine and precision healthcare
• The challenges and opportunities of implementing electronic health records (EHR) systems

Innovating Technology Research Paper Topics:

• The impact of artificial intelligence on job automation
• Blockchain technology and its potential applications in supply chain management
• The role of virtual reality in enhancing medical training and patient care
• The future of renewable energy: exploring advancements in solar panel technology
• The potential of 3D printing in revolutionizing manufacturing processes
• The ethical implications of gene editing technology in human embryos
• The use of drones in disaster management and emergency response
• Exploring the potential of quantum computing in solving complex problems
• The impact of Internet of Things (IoT) on smart cities and urban planning
• Augmented reality in education: enhancing learning experiences through interactive technology
• The development of self-driving cars and their potential impact on transportation systems
• The role of big data analytics in improving healthcare outcomes and patient care
• The future of cybersecurity: addressing emerging threats in a hyper-connected world
• Exploring the potential of nanotechnology in medicine and drug delivery systems
• The use of biometric technology in enhancing security and privacy measures

Computer Technology Research Paper Topics:

• Artificial intelligence and its impact on society
• Cybersecurity measures and challenges in the digital age
• Big data analytics and its role in decision-making processes
• Internet of Things (IoT) and its impact on everyday life
• Virtual reality and its applications in various industries
• The role of blockchain technology in securing digital transactions
• Cloud computing and its benefits for businesses and individuals
• Ethical considerations in the development and use of autonomous systems
• The impact of social media on personal privacy and data security
• Augmented reality and its potential in enhancing user experiences
• The challenges and opportunities of 5G technology implementation
• The impact of automation on the job market and workforce dynamics
• The future of wearable technology and its implications for healthcare and fitness

Technology Development Research Paper Topics:

• The role of blockchain technology in enhancing cybersecurity
• The future of virtual reality in education and training
• The potential of 5G technology in revolutionizing communication networks
• The ethical implications of gene editing technology
• The use of drones in disaster management and relief operations
• The development of renewable energy technologies for sustainable power generation
• The application of nanotechnology in medicine for targeted drug delivery
• The role of big data analytics in improving business decision-making processes
• The challenges and opportunities of implementing Internet of Things (IoT) in smart cities
• The development of autonomous vehicles and their impact on transportation systems
• The potential of quantum computing in solving complex computational problems
• The use of biometric technology for enhancing security and privacy
• The impact of social media on mental health and well-being
• The development of wearable technology for healthcare monitoring and management

Technology and Business Research Paper Topics:

• The impact of artificial intelligence on business operations
• The role of blockchain technology in supply chain management
• Cybersecurity challenges and solutions for small businesses
• The adoption of cloud computing in the healthcare industry
• The influence of social media on consumer behavior and marketing strategies
• The use of big data analytics for business decision-making
• The future of e-commerce: Trends and innovations
• The role of virtual reality in enhancing customer experiences
• The ethical implications of data privacy in the digital age
• The integration of Internet of Things (IoT) in smart cities
• The potential of 5G technology for transforming industries
• The impact of automation and robotics on job displacement and workforce dynamics
• The role of technology in sustainable business practices
• The challenges and opportunities of implementing digital transformation strategies
• The role of technology in enhancing supply chain resilience and agility

Data Technology Research Paper Topics:

• The impact of big data analytics on business decision-making
• Ethical considerations in data mining and data privacy
• Machine learning algorithms for anomaly detection in cybersecurity
• The role of data visualization in improving data-driven decision-making
• The application of artificial intelligence in healthcare data analysis
• Predictive modeling for customer churn in the telecommunications industry
• The use of blockchain technology for secure and transparent data sharing
• Data-driven approaches for personalized marketing and customer segmentation
• The challenges and opportunities of data integration in a multi-cloud environment
• The role of data analytics in optimizing supply chain management
• Exploring the potential of data-driven approaches in urban planning and smart cities
• Data-driven approaches for fraud detection and prevention in financial institutions
• The impact of data analytics on improving educational outcomes
• The role of data technology in enhancing cybersecurity measures
• The ethical implications of using data technology in criminal justice systems

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Top 100 Technology Research Topics For All Students

Modern students have many science and technology topics to choose from. That’s because the world keeps changing as technology evolves. Most technological changes are beneficial, though some come with negative effects. When handling technology research topics, students should select simple issues that affect more people. They should also note both the positive and negative effects of technological leaps. What’s more, students should come up with technology topics that will draw in their readers.

How to Select Technology Research Topics

When selecting topics about technology, students want to ensure that they are not boring or overdone. Innovative and interesting topics motivate and intrigue readers. They make them want to read papers or essays entirely.

Our assignment writers advise to consider the following when selecting research topics on technology:

Study field- Students should select interesting technology topics in their study fields. Interest and passion in a topic within the student’s study field makes exploring the available information and themes easier. Clarity- Ideal technology presentation topics are clear to understand, research, and write about. They also have clear supporting points. Specific and precise- A research paper is a thorough and accurate work. Therefore, the chosen topic should have specific and precise supporting facts. Innovation- Hot topics in technology enable learners to be innovative. They allow them to take different perspectives when addressing the matter in question.

Without the right topics on technology, writing research papers become the worst nightmare for learners. Here are some of the best technology research paper topics that you can choose from when asked to complete this task.

Information Technology Topics for Research

The information technology study field is broad with many topics to consider. However, not every topic might be ideal for you as a student. Here are some of the best information technology research topics to consider when asked to write an essay or term paper.

• How technology is changing how humans read
• Is finding information online quickly good or bad?
• Does online format make readers skim instead of digesting information?
• How do humans gauge intelligence?
• How have humans been changed by Google search?
• How should teaching be changed to incorporate modern technologies?
• Is teaching students how to use iPads, social media, Smart Boards, and other technologies important?
• Is the intelligence that is developed through research and conventional reading being lost in the digital age?
• Does using the internet make humans smarter?
• Do we get the best information when Google prefers its brand?
• How do blogs compare to books?
• Should websites like Wikipedia be regulated because they may provide information that might not be necessarily credible?
• Should parents and schools discourage or encourage media use by children?
• Is teaching students traditional research skills important in today’s world?
• How is digital reading different from print reading?
• Does Google affect attention span among young people?
• Entertainment technology- Is it something bad or good?
• What ethical objection is DNA information storage facing?
• Is the line between a computer and the human brain becoming blurred?
• How good is the unlimited storage of data? – How should humans manage large information amounts?

It’s no doubt that you have many information technology research topics to choose from. Nevertheless, choose a topic in your study field that you find interesting to research and write about.

Computer Technology Topics for Research

A Smartphone can hold more information that a room-sized computer that man used to go to the moon. This is just one of the innovations that have happened in the computer science field. Computer science is generally a great source of research topics about technology. But, to write great computer science papers, learners should select technology related topics they find interesting. Here are some of the best topics in computer technology to consider.

• Which computer science will be the most crucial in the future and why?
• How will bioinformatics and big data change biology?
• How is Google remaking itself into the first machine learning company?
• Discuss the future of Machine Learning
• Where is software and hardware borderline in cloud computing?
• What effects will moving everything into the cloud have?
• Can robots learn to be more like humans and intelligent when learning is reinforced?
• How will computer programmers protect their devices when open-source becomes trendy in computer science?
• Explain what machine learning is
• How important is machine learning?
• Which sectors will be affected the most by machine learning?
• How will entertainment be changed by virtualization?
• What is virtualization?
• How will education be changed by virtual reality?
• Is virtual reality something good or bad?
• What’s next for the internet?
• How can the internet be improved?
• How is the healthcare sector being changed by robots?
• What will human beings do if computers take over most of the tasks they currently do?
• Is there a computer language that is yet to be invented?

Relationships and Technology Topics

Technology impacts human relationships in different ways. Using technology to establish and maintain relationships is also commonplace. As such, this category has some of the best technology speech topics. But, there are also controversial technology topics that you can explore and write about in this category. Here are some of the best technology debate topics to consider.

• Explain how “phubbing” is ruining social relationships
• Is social media changing human relationships in good or bad ways?
• Is monitoring and limiting social media intake important?
• Is technology addiction something to worry about?
• Are social media distractions influencing the workplace negatively?
• How has the media hurt family communication?
• Do the media help family communications?
• How do the media enhance communication in romantic relationships and friendships?
• How should partners manage technology in their relationships?
• How can partners use technology to maintain relationships?
• When is texting considered wrong?
• Should college classrooms use technology?
• How can social media be incorporated in classrooms by educators?
• How can educators incorporate technology into their teaching?
• How do social media and cell phones make relationships among family members stronger?
• How texting has changed how humans communicate
• Have social media and texting damaged the ability to communicate personally?
• Should schools and companies implement social rules when it comes to the use of cell phones?
• How has technology changed workplace interactions?
• How to manage social networking profiles- Why is it important?

Human Identity and Technology Topics

Human identity and technology is an important field of research. Some of the best technology security topics belong to this category. That’s because the security of a person can be compromised if information about their identity gets to the wrong hands. This is also the category where students can find controversial topics in technology. Here are some of the best topics on human identity and technology.

• What is a self? – How can the scientific investigation be used to find it?
• Does science have the final say on who a person is?
• How is virtual reality changing humans?
• Virtual reality is the future- Discuss
• Virtual reality research should be limited- Explain
• What are the benefits and uses of virtual reality?
• Should multi-racial identification be more common?
• Is ancestry DNA testing important?
• How crucial is DNA information when it comes to forming a person’s identity?
• How to determine racial identity- Use DNA, appearance, family, or cultural environment?
• Should scientific research on humans be limited?
• Who should decide the extent to which medical research goes?
• What is human life dignity?
• How should human dignity be observed in medical situations
• Should human life be considered important than the life of animals?
• Is it ethical to control the human brain
• Is finding alternative treatment for mental illness important?
• How should mental illness be treated?
• If possible, should humans control addictions using technologies?
• Should technology be used to control the human brain?- What dangers can this cause?

Health Technology Topics

Health technology is one of the fields to find the best research topics. Most learners find the best educational technology topics in this field. Nevertheless, writing a great paper or essay on a topic in this category requires knowledge and extensive research. Here are some of the best health and technology essay topics to consider.

• Discuss the organ transplant procedure
• How to improve the organ donation experience
• How do humans use technology to define death?
• How a person is technologically considered dead
• Should technology be used to redefine brain death?
• Should an organ donor be given pain medications?
• How painful is donating an organ?
• Should the patient or their loved ones choose organ donation for them?
• How can donors’ shortage problem be solved when it comes to organ replacement?
• Regenerating the human limbs- Will this be realized in our lifetime?
• How to help a person that has lost their limb using technology
• Is using animal tissues in people ethical?
• Does practical research in health projects require more funding?
• Should medical costs for soldiers be factored when considering war?
• How technology can be used to solve the problem of Type 2 diabetes
• How to treat morbid obesity using technology
• Using bypass surgeries as a type 2 diabetes standard cure
• Why diabetes has increased recently in the U.S
• How much of obesity and type 2 diabetes genetic or behavior?
• Should diabetes and obesity patients pay form for their healthcare?

These are also some of the best technology argumentative essay topics. Don’t hesitate to check out our genetic engineering topics as well. Nevertheless, learners must research extensively to write papers or essays that will earn them amazing grades.

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100+ Top Technology Research Topics for Students

When pursuing their studies, learners are required to write papers and essays on technology research topics. This is a major academic task that influences the final grade that learners graduate with. But, the grades that students score are largely dependent on the technology topics that they opt to write about. Technology is generally a broad study field. As such, choosing research topics on technology is not always easy. If struggling to choose a good technology research topic for your academic paper or essay, here are some of the best ideas to consider.

Trendy Technology Research Topics

Perhaps, you need a prominent research topic about technology. In that case, you should consider prominent technology research paper topics. Here are some of the most trendy topics about technology to consider.

• Technology use in education (here is our list of 110 topics in education research )
• Space and technology studies (check out our top 30 space research topics )
• Current and stunning developments in technology
• Shocking inventions in modern technology that most people don’t know yet
• What technologies can be considered harmful and destructive?
• How does technology affect people’s values and health?
• Can humans be replaced by robots completely in the workplace?
• How have different countries contributed to modern technology developments
• Transport safety and technology
• Discuss the scope of the use of nanotechnologies
• Discuss the use of technology in medicine
• Which technologies can influence human mental health?
• Discuss how technology is changing human life
• What are the positive effects of technologies on personal safety?
• How does technology affect personal safety negatively?
• Discuss how modern technology facilitates the improvement of educational processes
• How do modern technologies influence users’ mental health?
• Why are robots likely to replace humans in the workplace?
• How has technology influenced space travel?
• Is food preservation technology safe?

This category also includes some of the most controversial technology topics. Nevertheless, each topic should be researched extensively before writing a paper or an essay.

Interesting Information Technology Topics

If pursuing a college or university program in information technology, this category has some of the best options for you. Here are some of the best information technology research topics to consider.

• How useful is unlimited data storage?
• How can humans manage large amounts of information?
• How blurred is the line between the human brain and a computer?
• Is entertainment technology something good or bad?
• Discuss the differences between digital reading and print reading
• How does Google impact the attention span of young people?
• How important are traditional research skills in the current era of advanced information technologies?
• How credible is the information provided by different platforms on the internet?
• Do blogs and books compare?
• Should schools and guardians encourage or discourage the use of media by children?
• Does Google provide the best information when it prefers its specific brands?
• Are humans losing the intelligence developed via conventional reading and research in the current digital age?
• How important is learning to how use social media, iPads, and Smart Boards?
• Should modern technologies be incorporated into teaching?
• How has Google search changed humans?
• How is intelligence gauged by humans?
• Is online information format making the readers skim rather than digest information?
• Is the ease of finding information on the internet something bad or good?
• Is technology changing how people read?
• Can using information technology make you smarter?

Students have many information technology research paper topics to choose from. However, select a topic that you find interesting to research and write about.

Interesting Science and Technology Topics

Are you looking for a science and technology-related topics? If yes, consider topics in this category. Here are some of the most interesting topic ideas in science and technology.

• Discuss the greatest technological and scientific breakthroughs of the 21st century
• How significant is number 0 in science and technology?
• How important is the first black hole image?
• Discuss the unlimited fractals’ perimeter despite their limited area
• How can a person perform mental calculations rapidly?
• Discuss the fourth dimension
• Discuss the math behind the Draft lottery by the NBA
• Differentiate non-parametric and parametric statistics
• Discuss the concept of something being random or impossible to prove mathematically
• Discuss some of the greatest modern age mathematicians
• How are the latest automobile technology improvements protecting the environment?
• Why are Smartphones resistant to viruses and bugs in comparison to computers?
• Discuss the Internet of Things story
• What made vector graphics mainstream and not pixels?
• Discuss the latest technology advances that relate to medicine
• Describe Molten Salt Nuclear Reactors
• Is it possible to power everything with solar energy?
• Explain why smart electronics get slower with time
• Differentiate closed and open systems in technology
• Discuss the process of converting old recordings into new formats

This category has amazing topics on technology and science. Select an idea that you find interesting to research and write a paper or essay about.

The Best Computer Technology Topics

If you’re pursuing a program on computer technologies, you will find educational technology topics in this category very interesting. Here are some of the best topics for technology and computers to consider.

• How can you describe the Machine Learning future?
• Discuss computer science that will be the most important in the future
• Discuss how big data and bioinformatics change biology
• What is the borderline for hardware and software in cloud computing?
• How moving everything to the cloud affects human life?
• Can robots become more intelligent and like people with reinforced learning?
• How can computer programmers enhance device protection with open-source getting trendier?
• Is Google becoming the first machine learning firm?
• Explain machine learning in detail
• Discuss the importance of machine learning
• Which sectors does machine learning affect the most?
• How will virtualization change the entertainment industry?
• Describe virtualization
• Can virtual reality be something bad or good?
• How will virtual reality change education?
• What can humans expect from the internet?
• What improvements can be made on the internet?
• How are robots changing the health sector?
• Are humans yet to invent any computer language?
• What will happen if most tasks that are currently done by humans are taken over by computers?

These are great technology essay topics to consider if pursuing a computer technology program in college or university. They can also be great technology debate topics. Nevertheless, extensive research is required when writing about any of these technology essay topics.

Controversial Topics in Technology for Research Papers and Essays

Are you looking for interesting technology topics that your audience will love to read about? If yes, consider one of these technology controversy topics to research and write about.

• Do law enforcement cameras invade privacy?
• Does the technology age turn humans into zombies?
• Has technology advancement led to a throw-away society?
• How has cloud technology changed data storage?
• How have Smartphones reduced live communication?
• Our modern technologies changing teaching?
• How does the use of IT by construction companies lead to under-spending and recession?
• Discuss the technologies used by NASA to explore Mars
• How dangerous are cell phones?
• How does media technology affect child development?
• Is the use of technology in planning lessons good or bad?
• How does technology influence the educational system?
• Discuss the application of green technologies in engineering, architecture, and construction
• Can modern technologies like cryptocurrencies help in identity theft prevention?
• How can technology be used to enhance energy efficiency?
• How are self-driving cars likely to change human life?
• How did Steve Jobs and Bill Gates change the world with technology
• What is the impact of drone warfare on humans?
• Can the actual reality be substituted by virtual reality?
• Discuss the use of technologies and smart materials in road building

If looking for hot topics in technology, consider some of the ideas in this category. Nevertheless, you can also find technology persuasive speech topics here. That’s because this category has some of the most debatable topics. If you still don’t find a great idea from this list, consider technology security topics or contact our thesis writers . Remember that extensive research is required to write a great paper or essay regardless of the topic that you opt to write about.

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649 Technology Essay Topics & Research Titles + Examples

If you are exploring the wonderful world of technology and its issues and need compelling technology title ideas, you’re at the right place! Below, you’ll find plenty of argumentative topics about technology for your essays or presentations and questions for your research papers. Read on to discover the most exciting titles for essays and write an A+ paper.

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👨‍💻 creative titles about technology, 🖥️ technology essay titles.

• Are We too Dependent on Technology?
• How Technology Affects Our Daily Life
• Essay about New Technology and Its Impact
• Is Digital Technology Making Children’s Life Better?
• Information and Communication Technology in Education
• Apple Inc. Affected by Globalization and Technology
• The Role of Technology in Operations Management
• Technology and Its Impact on Humanity The paper discusses new technological developments and their impact with a special focus on Internet technology.
• How Technology Advances Influences Crime Rates? There is a risk in overuse of technology since it causes mistrust and cynicism where fear of crime is replaced by fear of authority.
• Impact of Technology on the Communication Communication technologies are changing social environments greatly. The paper is going to unveil the main opportunities and disadvantages presented by communication technologies.
• Using Technology in Everyday Life: Pros and Cons Modern technologies are being actively introduced at a rapid pace, which affects many aspects of everyday life.
• Smart House System Technology Explained Smart House is a term used to describe a house that has Computer Controlled Automation System that controls various functions in a house such as appliances and lighting.
• Technology is the Future of Education The paper aims, through an analysis of literature on the subject, to share recommendations on implementing digital tools into education processes.
• Ancient Ways of Communication Before Technology This informational essay is devoted to the investigation of a wide range of communication means used by people in ancient times from the pre-writing period until the development of alphabets.
• Food Technology Importance in Modern Days The Institute of Food Technologists defines food technology as the application of food science, including biological, chemical, and physical makeups.
• Modern Trends in Information Technology In recent years, there has been a complete technological overhaul in both hardware and software, which has led to improvement in the IT industry in terms of accuracy.
• Technology of the Past and Present The Internet and social media shape our mindsets and the perceptions of life goals that we obtain while interacting with others.
• Technology in Nursing Practice The patient care environment has changed significantly because of the introduction of technology in nursing practice. Many nurses use technology to provide quality patient care.
• Science and Technology: Challenges and Opportunities The recent advancement in science and technology has created opportunities and various challenges in different sectors of the economy.
• Global Technology: Advantages and Disadvantages The essay considers the advantages and disadvantages of technology and establishes two arguments for how the global issue should be addressed.
• Climate Change: The Impact of Technology The most evident effect of technology on climate change is the possibility of finding new solutions to climate change problems.
• Modern Technology for Children: Causes and Effects The 21st century is the most knowledge-intensive period in human history up to date. Computer technology is utilized in virtually every field of labor and practice.
• Benefits of Sustainable Technology and Living Modern society suffers greatly from technological revolutions and innovations which ruin natural environment and kill out Planet.
• Children’s Use of Technology and Social Media: Essay Example Research conducted in various nations indicates that children and teenagers spend most of their time on social media sites than they do on other websites and mobile sites.
• Communication Technology and Globalization Growth in communication networks brought out by information technology witnessed a stream of expansion of products and ideas breaking geographic boundaries.
• Ethics in Information and Communications Technology Design and application of ICTs in our society also come with serious ethical issues which cause dilemmas on whether to fully adopt such technologies.
• The Impact of Technology on Mental Health The paper uncovers the consequences of technology use on mental health. It examines the relationship between technology use and mental illnesses.
• Digital Technology in My Life Digital technology has become a part of my life, but I still differentiate between the digital and real-world, although for some, this line is already blurred.
• Technology and Interpersonal Communication This article explores the impact of technology on interpersonal communication, discusses how technology has changed the way people interact and communicate with each other.
• The Cloud Computing Technology Cloud computing is a new technology that is currently viewed as one of the major items in computing. It involves using information technology as a service over the network.
• Impacts of Technology on Cognitive Development of Children and Adolescents The extensive increase in web use among teens has given rise to awareness of the effects of the utilization of technology and how it influences children.
• Science and Technology in Ancient Civilizations This paper is a consummate discourse on the role of the scientific and technological advancements in the development of the ancient civilizations.
• Does Technology Promote Loneliness? Today, most people tend to overuse their smartphones, and they are often more focused on their devices than on communication with each other.
• The Effects of Modern Technology on Children The rapid development of the technology industry has various consequences, including both positive implications and negative manifestations of progress.
• Science and Technology in Shaping of the Modern World Science refers to the systematic study of how the physical and natural world operates through experiments and observations.
• Negative Effects of Technology on Society The speedy insurgency in technology has extremely influenced the societal daily life both negatively and positively. It becomes intolerable to refute technology.
• The Impact of Technology on Globalization The paper states that advances in technology have contributed to the main forces behind globalization. Organizations are compelled to become global.
• Information Technology Implications for Military A critical association exists between military technology, its tactics, and the psychological characteristics that connect its users into units, dating back to the dawn of history.
• Will Technology Eventually Replace Human Labor? Automation of work can lead to an increase in the number of jobs, new job opportunities, and overall prosperity in the future.
• Impact of the Light Bulb Invention on Society and Technology It was the light bulb that made people’s society, culture, and world what they are and gave the world not only illuminated cities but also digitalization and the Internet.
• Do Technologies Harm Our Minds?
• How Can Technology Help Mental Health Professionals?
• Does Technology Help Increase the Level of Participation in Middle School Students?
• How Can Blockchain Technology Disrupt the Existing Business Models?
• Does Technology Hold the Key to Improved Life Expectancy?
• How Did Technology Affect the Plains Indias?
• How Are the American Classrooms Dealing with Technology?
• How Does Technology Help Preserve the History and Make It Accessible While Keeping Its Integrity and Credibility?
• Does Technology Affects Culture or Does Culture Affect Technology?
• How Are Finance Globalisation and Technology Related?
• How Does the Basic Physics of LCD Technology and Plasma Work?
• How Blockchain Technology Would Disrupt the Gig Economy?
• How Computer Technology Changed Individuals’ Lifestyles?
• Does Technology Affect Human Communication?
• How Did Big Data Analytics Merge into Technology?
• How Do Technology Affect Sports and the Athlete’s Performance?
• How Countries Used Technology during World War I?
• How Does Excessive Technology Affect the Academics of Youths?
• Has Technology Compromised Our Sexual and Social Life?
• How Does Digital Technology Reduce Cost in Movie Industrial?
• How Has Technology Contributed to Globalisation?
• Has Technology Hindered the Upcoming Generation’s Ability to Communicate?
• Does the Modern World Place Too Much Reliance on Technology?
• How Does Information Technology Change in Business Environment?
• How Can Cam Technology Aid in Manufacturing?
• Music Industry: The Impact of Technology While technology has many positive impacts on the music industry, it poses certain obstacles. In recent years, technology has transformed the music industry.
• Robotics Technology in the Workplace The research paper discusses different ways in which the development of robotic technology has changed the lives of people in the workplace, both positively and negatively.
• Negative Impacts of Technology and Social Media on Young People’s Lives Social media has caused far-reaching negative repercussions on the lives of young people. Particularly, the negative effects of addition to SNS, related mental health issues, etc.
• Career Aspirations in Information Technology In the author’s opinion, being a qualified professional in the field of Information Technology is a challenging yet rewarding task.
• Drones Technology: PESTEL Analysis This study presents a market exploration structure known as the PESTEL analysis model. At the back of the continued pace of aviation technology, drones have become important tools in every industry.
• Does Technology Mean Progress or Not Technology does not necessarily mean progress, but it can help society progress and develop further if utilized appropriately.
• Science and Technology Roles in Society Science and technology have played critical roles in transforming society, particularly in the transport and communication sector.
• Fashion and Technology: Modern Fashion The consolidation of fashion and technology is becoming one of the most modern trends in the creative industry that need detailed research and identification of prospects.
• Virtual Reality: The Technology of the Future The contemporary inclination in virtual reality is to combine the two user interfaces to generate an absolutely immersive and combined experience.
• Is Access to Technology Worth the Potential Loss of Privacy? The problem of data privacy is one of the most worrying topics for modern people since technology and the Internet is used in almost all areas of people’s lives.
• How Technology Has Changed Communication? Social networks have made communication simpler, faster and better by enhancing accessibility in both social and business fields.
• Using Technology to Enhance Learning Incorporating technology in education is the prerequisite for higher-quality learning since it increases access to interaction between teachers and learners.
• Technology to Enhance Education in Jamaica The current essay seeks to identify the innovative use of digital tools in Jamaica’s classrooms that were mentioned in the “Innovative use of technology to enhance education.”
• How Technology Is Destroying Education According to research conducted recently in Britain, many students drop out of school because of over-exposure to the Internet.
• How Technology Has Affected Education Educational technology has greatly developed and has made both teachers and students successful as well as reforming schools.
• The Impact of Modern Technology on Business In the twentieth century business models and firms cannot properly exist without being introduced to the present technological advancements.
• Using Technology in Human Resource Management The Human Resource is a necessary department in recruitment of employees, retention and development of the same.
• How Technology Increases One’s Job Productivity Business industries today cannot do without the use of modern technologies. Many industries closely follow the development of science.
• The Healthcare Manager’s Role in Information Technology Management This article focuses on the role that a healthcare manager plays in ensuring the efficient execution of medical operations through the use of new technologies.
• Technology as a Tool for Governments Currently the government is using technology contrary to the public’s interest. Through surveillance, the government has proved that technology can be abused.
• Apple Products and Technology Adoption Lifecycle The technology Adoption Model describes the lifecycle of a given product from the moment it first enters the market to the time it saturates it.
• Role of Information Technology in Airline Business The trend toward more aviation system interconnection and dependency is advantageous. It can also serve as a target for those looking to disrupt the sector and the global economy.
• Freshippo Company’s Innovation and Technology-Driven Business Model This paper discusses the innovative business model of Freshippo, a grocery store that started in China in 2016 and has since expanded to 13 cities in the country.
• Issues with Modern Technology in Airport Security aviation uses various technologies that help to check passengers and their baggage faster and more accurately, which ensures their safety
• Use of Technology in Arts and Music Industry Technology in art is a form of venture where artists use digital technologies to create their works and use tech as part of their creative or presenting process.
• Status of Body Shop and Technology Used in Cosmetics Sector Marketing The paper explores the Body Shop’s current use of technology in marketing cosmetic products and how marketing activities and the market are impacted by modern technology.
• Development of Technology. Future Prospects of Technology in the Next 10 Years Technology has been proved the most significant factor for every businessman how it helps to develop higher productivity and lower labor costs along with the massive profits.
• Technology History: The Cost of Technological Advances Technological growth has led to the development of products that mankind would have never thought. This paper will look at some of the costs associated with technological growth.
• Management of Technology Innovations Technology advancements have been made in every sector of business and managers have a task to comprehend the technological innovations and how they affect business operations.
• Advantages of Computer Technology in Healthcare The emergence of computer technology within healthcare is the catalyst of changes that began to display the improvement of medical procedures and care quality.
• The Role of Technology in Architecture With the introduction of technology in both techniques and tools used, architecture is not the modern architecture has attained a different status.
• The Advancements in Electric Car Technology This paper explores the advancements and improvements in electric car technology based on practical, environmental, and innovative aspects.
• How Technology Has Affected Communication Technological development has redefined communication over the years by early age designs such as blowing horns to modern internet communication.
• Communication in the Era of Technology Modernization has improved the work of many organizations and social institutions, but technology has affected the deterioration of individuals’ communication abilities.
• Smartphone Technology in the Society Nowadays, phones are being used to work in various fields, academic grounds, and research. Smartphones have contributed to the negative and positive impacts of technology.
• The Positive and Negative Impact of Technology on Human Life Technology has become part and parcel of our day to day lives, human beings are heavily dependent upon technology. This paper will throw light upon some aspects of the use of technology.
• Wireless Technology and Applications Technology is the application of technical expertise to improve the efficiency and convenience of achieving tasks that would otherwise be burdensome.
• Social Relations After Impact of Technology Although technology has improved people’s lives, it has contributed to a myriad of social challenges, calling for intervention measures from individual and societal levels.
• Influence of Technology on Students’ Communication and Learning Technology has had a significant impact on communication among students, the methods of obtaining the information they need, and learning modes.
• The Problem of Technology Addiction Among College Students The rapid development of technologies has impacted every aspect of modern people’s lives, from work and education to leisure and recreation.
• Does technology contribute to social isolation?
• Society’s development falls behind technological advancements.
• Can violent video games be considered a form of artistic expression?
• Smartphones harm children’s cognitive and social development.
• Is technology contributing to growing income inequality?
• Should social media platforms be responsible for preventing cyberbullying?
• Biometric surveillance: does it enhance security or infringe upon privacy?
• Do automation and robotics threaten job security?
• Should screen time for children and adolescents be legally regulated?
• Should coding and technology literacy classes be mandatory in schools?
• Technology and Its Effects on Society This paper supports the argument that technology has more negative effects compared to positive ones in society.
• The Impediments to the Diffusion of the New Technology The paper states that simulation and e-learning face various obstacles to becoming fully adopted methods of employee training in business companies.
• Personal Isolation and Technology in Communication Technology is an interruption to physical communication and promotes personal isolation, as well as anti-socialism.
• Positive and Negative Impact of Technology on Communication The use of technology in communication has improved the quality and quantity of communication and promoted human relations in the society.
• Technology Impact on Generation Z Technology has positively affected the learning and interaction of Gen-Z through various innovations; however, it has shortcomings to the well-being of these individuals.
• Technology’s Influences in Our Lives Modern technologies like mobile phones, television or computers, and its information technology have given human society a powerful force to make life more comfortable.
• Population Growth and Technology The ability of the economy to sustain its citizens through the advanced technologies lays a good background for population growth.
• Information Communication Technology and Managerial Work Information communication technology means the technology used for communication in any situation. It can include any system or gadget that can be used as a communication tool.
• Applying Technology in the Classroom The paper describes how important is it that schools teach using iPads, Smart Boards, social media, and other new technologies.
• Pop Art and Modern Technology in Artworks In the postmodernism of pop art, the consumer society obtains triumph and manages to colonize every form of art.
• Computer Technology’s Impact on Personal Health The computer has a detrimental effect on health in many aspects. The influence of the Internet on modern society cannot be assessed unambiguously.
• Apple and Technology Adoption Model Apple Inc. is an American tech company producing smartphones, tablets, personal computers, and other devices with a broad range of accessories for them.
• Information Technology Impact on the Environment Effects on the environment can be economical. Information technology has transformed the business environment by expediting it instead of enhancing the relationship.
• Information Technology in an Organization The main applications such as Personnel Management System, Inventory Management, General Administration, etc. are fully dependent on modern IT systems.
• Concepts of How Science and Technology has Shaped the Modern World Science and technology will always be highly regarded as a beneficial package to human beings, as it holds the key to the future of societies.
• The Impact of Technology on American Popular Culture in the 20th Century The work aims to examine how the development of technology influenced the popular culture of America in the twentieth century.
• Journalism: Impact of the Internet and Technology The internet paved the way for citizen journalism which eradicated censorship and significantly played a part in democratizing power.
• Information Technology Field and Disciplines The information technology field may be currently regarded as a rapidly growing sphere that offers respectable and secure positions for people with related academic credentials.
• Criminology and Impact of Automation Technology The sole objective of this study is to determine to what extent automation is embraced by law agencies and authorities to solve crimes with a faster and more accurate technique.
• The Sphere of Information Technology Information technology refers to the use of computers and software in managing information also referred to as management information services.
• Technology-Based Crime and Its Management In the modern world of science and technology, new developments and advancements have changed life and style of living tremendously.
• The Effect Technology on International Relations With information technology, different countries have come to realize the benefits of trade; for sustainable trade, good relations among the trading partners are required.
• Tests on Personality: Materials, Scoring, and Technology The publishers of the three tests have stated more precise purposes. In particular, MMPI-A-RF is meant to be used with adolescents to investigate psychopathology and personality.
• Intellectual Property Challenges in Information Technology Sphere As the sphere of IT continues to infiltrate other areas of society, IT managers encounter new challenges balancing the line between restrictions and open access to knowledge.
• Media and Communication Technology: The Positive and Negative Impacts This paper discusses the positive and negative impacts of media and communication technology on human beings, such as reduced productivity and depreciating mental health.
• Implementation of Technology System with Change Theory This paper will discuss implementing an electronic medical records system in the organization with Kurt Lewin’s change theory model that will guide the adoption of the new program.
• How Technology Affects Face-To-Face Interactions One of the greatest hazards of using technology, as a way of communication, is the creation of an illusion in the mind that one has many friends.
• Modern Technology and Human’s Ability to Think With the rapid improvement of technologies that resolve a substantial number of tasks, a question of deterioration of the human ability to think and make decisions arises.
• Information Technology Policies of the Healthcare Setting The document delineates the information and communication technology procedures of the healthcare setting and the framework for communicating and implementing these policies.
• Unethical Use of Technology and Biblical Views The unethical use of technology allowed the team to achieve more solid results. The author of the article also provides other examples of technology fraud that border on ethics.
• Video and Audio Technology and Its Future The future of video and audio technology looks strong. Nowhere is this upward trend for video and audio conferencing more pronounced than in businesses.
• Drones and Robotic Technology Drone technology is an example of a cutting-edge technology. It is the end-result of combining or modifying earlier forms of scientific knowledge.
• Technology Structures and Social Boundaries Technology structure and social boundaries form the concept of organizational functioning and are aspects to consider when planning activities in companies.
• Renewable Energy Technology in Egypt Climate change has made renewable energy a global priority to replace fossil fuel which continues to impact the environment negatively.
• The Impact of Using Technology in Teaching English as a Second Language “The impact of using technology in teaching English as a second language” emphasizes the different applications of technology to enhance English learning.
• Technology in Burning Chrome by William Gibson Technology is not only a global achievement but also a phenomenon that can break down the line between man and the real world.
• Technology Impact on Behavior of Different Generations The purpose of this study is to find out why there are such vast disparities between generations and why technology influenced each one.
• Modern Technology and Engineering: The Prospects for the Development Regarded as the most well-developed sphere of industry at the moment, the telecommunication sphere suggests a wide variety of novelties that can ease one’s life and save time.
• Information Technology Applications in Healthcare Health IT applications as the most advanced tool that can potentially be used for enhancing patient education through patient-nurse communication.
• Use of Technology by Teenagers for Emotional Support Teenagers use technology for emotional support to connect and communicate with their friends and families; however, it hinders their experience of separation and finding of self.
• The impact of virtual reality on education.
• The role of big data in shaping business strategies.
• The environmental consequences of e-waste.
• The potential applications of blockchain technology in supply chains.
• Inequalities in technology access across socioeconomic groups.
• The role of technology in disaster management.
• The impact of technological innovations on journalism.
• The benefits and challenges of quantum computing.
• Cryptocurrencies’ potential to disrupt financial markets.
• Genetic engineering of plants for biofuel production.
• Ethical Issues in Information Technology IT ethics may be defined as an analysis of the impact of information technology on the profession and society at large.
• Amazon Company: RFID Technology Implementation Plan An evidence-based Radio-Frequency Identification technology implementation plan is suggested by this paper that can make a difference for Amazon and support its business goals.
• Southwest Airlines – Impact of Innovation and Technology Management Aviation has experienced multiple challenges over the past decade due to economic, political environmental, and sociocultural issues, the pandemic having been one of the major causes.
• Ethical Dilemma of Privacy in Technology The paper argues legal and ethical implications of new technology necessitate new ethical guidelines regarding individuals’ privacy developments.
• Nursing Leadership, Technology, and Informatics Technology and informatics can help address the issue of poor nurse-to-patient ratios by providing informed IT-based solutions that reinforce nurses’ evidence-based staffing.
• Technology and Warfare Technology does not produce and develop on its own, but rather is produced and developed quite purposefully and consciously by thinking beings with specific ends in mind.
• Effects of Science and Technology in Modern World History Since 1500 This essay provides evidence in support of the thesis that the benefits of scientific and technological advancements have been higher than the cost as well as the negative effects.
• The Use of Information and Communication Technology in Education The main idea of the paper is ‘The use of information and communication technology in education’. The Paper is based on the advantages of information and communication technologies.
• Journalism Future After Technology Change This paper integrates a case study to argue that, despite technological changes that influenced the death of newspapers, the future of journalism is still bright.
• Educational Technology Internship Proposal This proposal is aligned with Technology Facilitator Standards to address the major aspects of the Internship work which are Leadership and Needs Assessment.
• Life Expectancy and Technology Life expectancy has increased significantly with the development and discovery of new devices and medicine in the last century.
• Darktrace vs. Crowdstrike: Technology Strategies Darktrace and CrowdStrike seem to be very different as far as their technology and marketing strategies are concerned.
• Facial Recognition Technology This paper aims at examining the bills regarding facial recognition technology and developing a possible statute that can be adopted by the Texas Legislature.
• Fundamentals of Information Technology Information technology deals with computer-based information systems especially computer hardware and software applications.
• Advancing New Technology for Radiology and Imaging Radiology and imaging are essential in the medical field because they provide invaluable measures for diagnostics and therapy.
• Investing in Technology: A Promising Modern Trend This blog provides a comprehensive look at why investing in technology is a stable and promising modern trend.
• How Technology Has Changed the Home Improvement Industry There are three main fields where technologies have brought changes in the home improvement industry: home construction facilitating, safety, and comfortability.
• Development in Aircraft Landing Technology This paper also evaluates the importance of these systems in providing safety and reducing operational expenditures of airlines.
• The Double Effect of Social Technology Society accustoms to the constant receipt of information and begins to handle breakdown if it does not happen.
• Agriculture: Application of Information Technology IT application in agriculture has contributed to food security in most modern communities. Farming has become easier than before as new inventions are made.
• Disney and Information Technology Infrastructure Library This paper provides information about Disney’s experience with ITIL implementations, such as reasons for it, results achieved, possible challenges, and reasons for success.
• Technology and Communication in Today’s World Information technologies and various means for distant communication have created an opportunity to talk to those who are away.
• How Modern Technology Is Changing Us The advent of technology and overuse of modern technology has significant adverse effects on users, but it is advantageous when used well.
• Value Proposition of Smart Technology and Self-Driving Cars This paper will focus on the business opportunities of smart technology and self-driving cars by discussing customer fears, wants, and needs.
• S-Curve Technology in 3D Printing This paper briefly discusses one of the most famous modern innovations, 3D printing, with the perspective of the S-curve applied to it.
• Siri: Controversy Technology It is important to point out that Facebook’s policies are not legislative laws, but rather rules created by the company for its users and partners.
• Earthquake Resistant Building Technology & Ethics Foreign engineers aimed to replace Japanese architecture with a more solid one with masonry houses, new railroads, iron bridges and other European technological advances.
• Technology and Medicine: Assessment Current high-tech medicine is highly different from traditional one, but it should be combined in a multicultural way to maximize its advantages.
• Information Technology and Banking Sector IT has influenced two dissimilar areas in banking, including communication and connectivity, together with business progression reengineering.
• Technology Impact on the Experience Economy This paper attempts to review the impact of technology on the development of the experience economy, as well as comment on the role of technology backlash in the use of technology.
• Technology Acceptance Model One of the most successful theories for exploring and examining technology acceptance is the Technology Acceptance Model.
• Starbucks Company’s Information Technology Approaches This paper identifies specific recommendations for Starbucks and information technology (IT) approaches that can be used to support or implement them.
• Communications: Technology and Personal Contact Technology is making communication easier in today’s world, but at the expense of personal contact as many people choose to interact from home in front of a computer screen.
• Benefits of Health Information Technology Information technology can assist patients in getting their medications, which can be prescribed on video and audio devices.
• The Role of Technology in Social Change In modern times, activism has changed due to the advent of the Internet because it has become much easier to share and spread information.
• Apple and Samsung Firms’ Technology Innovation Apple, Inc. and Samsung Electronics Co. Ltd are in a business struggle that began in 2010. Both businesses are continually converging and changing from a business model standpoint.
• The Outcomes of World War II: Impact of Technology World War II’s scientific and technological accomplishments were among the most significant and long-lasting effects of a struggle that affected every aspect of society.
• The Paradox of Progress and Technology The paradox of development and technology consists in the fact that new opportunities inevitably involve unprecedented challenges and problems.
• Medical Technology and Its Impact on Patients Patient safety is a new medical care discipline, which stresses on giving of the right information, examination, prevention and control of medical mistakes.
• Information and Communication Technology (ICT): The Endnote X1 Program Through Information and Communication Technology (ICT), individuals, businesses, and corporations store, retrieve, manipulate, transmit and receive digital information.
• IT in Healthcare: Barcode Medication Administration System
• Health Information Technology Service Management
• Advancement in Technology: Invention of the Television
• Incorporating Technology Into the Curriculum
• Digital Technology Is Changing Childhood
• United Parcel Service: Information Technology Management Plan
• Modern Technology and Children: Causes and Effects
• Impact of Technology: Nicholas Carr’s Views
• Volkswagen Company’s Information Technology
• Utilizing Digital Technology in Written Works Compartmentalization
• Globalization and Technology Impacts on Ethics
• Do Computer Technology Make Financial Intermediaries Extinct?
• Technology Impact on Communication
• E-Commerce and Digital Technology for Small Businesses
• Advantages of Instructional Technology
• Proposal Outline: Being Too Dependent on Technology
• Technology’s Impact on Workplace Conflict
• Streaming Media Technology and Copyright and Related Rights Law
• Industry and Agriculture: Use of Technology
• Dating in the World of Technology: What We Gain and We Lose
• Human Resources Management and How It Is Affected by Globalization and Technology?
• The Impact of Information Technology on the Human Communication
• Internet Technology: Creating a Website
• Professor-Student Communication Using Technology
• Fifth Wave of Technology
• Second World War: Cause and Technology
• Information Technology Enabled Online Learning
• Impact of the Advanced Technology
• Interconnection of Nature, Society, and Technology
• RADAR Technology Analysis and Overview
• Engaging and Empowering Learning Through Technology
• Technology-Based Training and Learning Environment
• Near Field Communication Technology Application
• Samsung Products and the Impact of Technology on Marketing
• Prolonging Life With Technology
• Bluetooth Wireless Technology and Its Impact on Human’s Life
• Technology Integration, the Use of Technology
• Biomass and Energy Crops and Technology
• Technology of Synthesis of Genetically Modified Insulin
• Technology for Patient Safety: Change Proposal
• Information Technology-Based Data Management in Retail
• Use of Digital Technology
• Factors Affecting Technology Uses in Schools
• Technology, Distance Education, and Its Quality
• How the iPhone Is Changing Technology?
• The Implication of Information Technology on Marketing Strategy of Healthcare Industry
• Communication Technology: Impact on Personal Relationships
• The Impact of Technology in “The Story of an Hour” by Kate Chopin
• The Impact of Technology on the Police Patrol
• Censorship in Digital Technology
• Consuming Technology: Why Marketers Sometimes Get It Wrong
• Information Technology Application in Nursing
• New Technology in the Air Cargo Industry: Artificial Intelligence
• Criminal Justice Technology
• Technology Integration Into Studies
• Health Information Technology and Nursing Practice
• Impacts of Technology on Love
• Integrating Technology Into the Classroom
• Music Industry and Information Technology
• The Wave of the Future: Driverless Car Technology
• Aviation Security Is Over Reliant on Technology
• WestJet Company’s Information Technology Governance
• Technology in Health Care: Current Trends
• Momenta Pentop Computer’s Design and Technology
• Technology in Learning and Its Social Relevance
• Adobe Inc. Demographics and Technology
• Technology Acquirement in Project Management
• Women in Information Technology: Barriers and Challenges
• Ethics and Technology: Bots in Social Media
• Human Resource Management: Technology and Its Impact
• Technology for Learning English as a Foreign Language
• The Neutrality of Technology
• The Future of Technology for Consumers
• The Future of Jobs: Impact of Technology
• Why Do Humans Rely So Much on Technology?
• Is New Technology Making Us More or Less Intelligent?
• The Malta College of Arts, Science, and Technology
• TechFite Firm’s Emerging Technology Solutions
• The Effects of Technology in the American Workplace
• Issues of Technology: Online Behavior
• Computer Ethics: Information Technology Ethics
• Dividend Policy at Linear Technology
• Green Technology: Comparison of Economic and Environmental Implications
• The Impact of a Car’s Technology on the Purchase Decision of a UK Customer
• Impact of Technology on Business and Society
• Digital Divide. Technology Today
• The USE of Information Technology Networks in the Field of Pedagogy
• Influence of Technology on Marketing of Music in the 20th Century
• Technology Creates Health Promotion Opportunities
• Blockchain Technology and Cybersecurity
• The Value of Technology
• Hilton Hotels’ Information Technology Application
• Information Technology Oversight and Governance
• QR Codes as a Physical Marketing Technology
• Wells Fargo Company’s Technology and Training Systems
• Technology’s Influence on Design Evolution
• Technology and Communication: The Impact of Information Technologies and the Lack of Personal Contact
• Virtual Reality Technology: Theory, Practice and Research
• Information Technology Projects in the Healthcare Sector
• Protecting Public Anonymity as Issue in Technology
• Technology Changes and Influence on Society
• Science and Technology in Society
• Technical Writing in Information Technology
• Legal Technology in Criminal Justice
• The Problem of Data Security in Information Technology
• Americans’ Obsession with Technology: The Key Reasons
• Business Driven Technology: Respective Areas of Expertise
• History of Agricultural Technology Development
• Negative Impact of Technology on Children
• Interrelationship and Coproduction of Science, Technology and Society
• Information Security in a World of Technology
• Hotel Guest Room Technology
• Problems That Hinder the Adaptation of Technology in Education Institutions
• Effective Use of Technology in the Classroom and at Home
• Information Management Improving Patient Care Technology
• Disruptive Technology in Display Devices Industry
• Emerging Technologies in Public Relations
• Drone Technology Cybersecurity and Information Systems
• Amazon.com: The State of Information Technology and Management
• Information Technology: Code of Ethics
• Web: Ready for Assistive Technology or Not
• The Technology of Self-Driving Cars
• Business Processes and Technology
• Technology and Future Trends in Healthcare
• DBR Technology: Data Networks
• Adhocracy Culture in an Information Technology Company
• Government Control of Technology
• How Technology is Changing Our Lives
• Innovation and Technology Cycles in Organizations
• Problematic Nature of Technology Led Development
• Cultural Artifacts in Age of Innovative Technology
• Consumer Adoption of Optus Company’s New Technology
• Effect of Information and Communication Technology in a Corporate Organization
• Impact of Technology on the Healthcare System
• Solar Photovoltaic Power as Advanced Technology
• Modern Technology, Anonymity, and Responsibility: A Cultural Relativism Perspective
• Biomedical Technology and Innovation Issues
• Social Media as Educational Technology Among Marketing Educators
• Communication Technology Business Units
• Business Applications of Blockchain Technology
• Wireless Charging Technology’s Evaluation
• General Worldwide Insurance Company Information Technology
• Technology Description Diary: The Use of Smartphone and Diary of Observations
• Reading & Technology. Curriculum & Assessment
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StudyCorgi. (2021, September 9). 649 Technology Essay Topics & Research Titles + Examples. https://studycorgi.com/ideas/technology-essay-topics/

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StudyCorgi . "649 Technology Essay Topics & Research Titles + Examples." September 9, 2021. https://studycorgi.com/ideas/technology-essay-topics/.

StudyCorgi . 2021. "649 Technology Essay Topics & Research Titles + Examples." September 9, 2021. https://studycorgi.com/ideas/technology-essay-topics/.

These essay examples and topics on Technology were carefully selected by the StudyCorgi editorial team. They meet our highest standards in terms of grammar, punctuation, style, and fact accuracy. Please ensure you properly reference the materials if you’re using them to write your assignment.

This essay topic collection was updated on January 20, 2024 .

300+ Most Interesting Technology Research Topics

Team Desklib

Published: 2022-09-27

The power of a nation or a country is determined by its technological growth and the position attained through it. All the countries that are considered developed are doing technologically well and hence are at the top of the world; whereas, developing countries are not well enough to attain the top position in the world. 

Thus, Technology not just helps in making work easier and faster but also helps a country in getting acknowledgment on the basis of its technological innovations.  

Technology refers to the diverse collection of processes and knowledge that people use to extend human abilities and satisfy human wants and needs. It involves the operation of modification, making, and using tools of knowledge and techniques to solve a specific problem easier.

Improvement in technology is a need of an hour. This need is fulfilled only by doing more research and development, as with the passage of time new technology comes and older one fades away or becomes less in use.

Todays’s generation thrives on technology, as they believe in doing smart and efficient work. Students want to profess their new ideas and shape them into new technology that is mind-driven and innovative and want to become problem solvers by finding a long-term solution to a problem.

So here we are to help them in knowing the required areas of research in the field of technology, this will surely help them in researching and developing something new, and unprecedented, and help his/her country in gathering worldwide felicitations.

Different Fields of Technology and Their Related Research Topics 

Top 30 healthcare technology research topics.

Few diseases due to lack of technology can not be detected at the beginning stage like cancer, tuberculosis, tumor, etc, and tend to become more hazardous and fatal. Technology can help detect these diseases at an earlier stage and reduce the fatality ratio. Here we are going to suggest to you a useful list of healthcare research topics.

• Healthcare education and training.
• Healthcare awareness amongst women.
• What are the legal aspects of healthcare research?
• Increasing mental disabilities in the new generation.
• Importance of organ donation.
• Research in neurology.
• The psychological impact of an accident on a person’s mind.
• What is the importance of surgeons?
• Ultrasound and the role of technology in its improvement.
• Improvement in X-Ray technology.
• Public versus private healthcare facilities.
• Anorexia nervosa.
• How to eradicate breast cancer from the world?
• How to procure a donated organ?
• Blood cancer and its early symptoms.
• How a govt can distribute proper medical facilities in villages?
• Risks involved in the treatment of covid-19.
•  How to protect doctors from disease transference.
• Health diseases related to lifestyle.
• Role of WHO.
• Chronic stress increases the risk of atherosclerosis.
• What is stigmatization and how does it affect human health?
• Poverty and malnutrition.
• Is diabetes a lifestyle disease? Explain.
• Alcohol abuse.
• Non-medical techniques and strategies to assist patients suffering from depression.
• Dementia and the support to their families.
• Multi-tablet regime to cure HIV.
• Give a systematic view of apical surgery.
• Give the difference between horizontal and vertical healthcare strategies.

Top 30 Genetic Engineering Research Topics

Genetic engineering is also known as genetic modification, it is the process that uses laboratory-based technologies in order to alter the DNA makeup of an organism. In simple words, Genetic engineering is the modification and manipulation of an organism's genes using technology.

Technology research is an essential step in this field as it provides an enhanced and required shape to the organism, which may be harmful and fatal, to make the process of genetic engineering harmless a better technology shall be invented.

Here we are with a few technology research topics which might enhance the techniques and accuracy of the experiment.  

• Measure genetic variants.
• Psychiatric genetics.
• Karyotyping.
• Cytogenetics.
• Genome hybridization.
• De grouchy syndrome.
• Denys-dash syndrome.
• Fabry disease.
• FG syndrome.
• Gillespie syndrome.
• Fluorescent in situ hybridization.
• Bisulfite sequencing.
• Hailey-Hailey disease.
• Hemophilia.
• Covalent modifications.
• RNA transcripts.
• Hemochromatosis.
• Nucleosome positioning.
• Hunter syndrome
• Hurler syndrome.
• Fanconi anemia.
• Familial dysautonomia.
• Galactosemia.
• DNA damage.
• Amyotrophic lateral sclerosis.
• Spinal muscular atrophy.
• Homocystinuria.
• Incontenentia pigmenti.
• Kniest dysplasia.
• Lynch syndrome.

Top 30 Defense and War Technology Research Topics

Science and technology play an important role in making and binding up the military strength of a country. A country well-versed in defense can resolve any internal and external conflict.

Science and technology help to counter special threats such as terrorism that couldn’t be countered or resolved by conventional warfighting forces, and they improve the intelligence capabilities that are necessary to assess the dangers a nation faces.

So here we are going to suggest to you some good defense and war technology research topics.

• The international security program.
• Defense-industrial initiatives group.
• Project on nuclear issues.
• Vostok exercise 2022.
• Aerospace security project.
•  Gray zone project.
• Defense budget.
• Missiles technology.
• Counterterrorism and homeland security.
• Weapons of mass destruction.
• Undersea warfare.
• Submarine the undercover warship.
• Global defense market.
• Battlefield communications.
• Marine corps.
• Strategic weapons.
• Advanced weapons.
• Robots as corps and army personnel.
• Chemical weapons.
• Chemical weapons conventions.
• Comprehensive test ban treaty.
• Cyber security concerns in using cryptocurrency.
• Defense doctrine.
• Space technology and diplomacy.
• Nuclear threat initiative.
• Fissile material cut off duty.
• Coup D’etat.
• Use of swarm robots in collecting morphogenetic information.
• Impact of hypervelocity and explosion.

Top 30 Information Communication Technologies Research Topics

ICT is an umbrella term that covers communication devices, encompassing radios, televisions, cell phones, computers and network hardware, satellite systems, and so on, as well as the various services and appliances with them such as distance learning and video conferencing.

This technology has to be modified by new technologies and techniques. So having comprehensive research is important in this field, for the improvement and the betterment of information and communication.

Here we have to suggest to you some good topics to research.

• Communication infrastructure.
• Digital divide.
• Digitization.
• Media convergence.
• E-commerce.
• Standards of communication technology.
• Economics of technology.
• Crime and communication technology.
•  Hacktivism.
• Ethical hacking.
• Scope of hacking.
• Information and technology literacy.
• Internet rating systems.
• Link analysis.
• Log-file analysis.
• Open access journals.
• P2P networking.
• Technology and globalization. 
• Use of this technology at the time of elections.
• Ubiquitous computing.
• Virtual communities.
• Search engines and information of an individual they store.
• Enterprise networking.
• Electromagnetic compatibility.
• Next-generation network and services.
• Telecommunication services design.
• Multi-media and virtual reality.
• Photonic and optical communication.
• Signal processing and coding.  

Top 30 Computer Science and Robotics Research Topics

Robotics is the branch of computer science and engineering, it involves the design, construction, and operation of robots. Robotic science aims to make machines that can assist humans with high accuracy.

Robots can be used in many situations and for many purposes, they can be used in dangerous environments including inspection of radioactive materials,  bomb detection, and deactivation, and in an environment that is unsuitable for humans like space and water.

The technology in robotics is transforming and progressing for the sake of humanity, but still more research and development is mandatorily required here we have a few topics to research on.

• Humanoid robotics.
• Virtual mannequins.
• Differential systems.
• Computational human models.
• Operator interface.
• Mobility or locomotion.
• Manipulators, and effectors.
• Programming.
• Sensing and perception.
• Human robots in space.
• Semantic identification.
• Machine learning.
• Detection of Natural resources through remote sensing.
• Space exploration and development through robots.
• Undersea and sea belt exploration with the help of robots.
• Autonomous vehicles.
• Robotics in intelligence.
• Robotic surgery.
• Nano-robotics.
• Use of robotics in technical things manufacturing.
• Use of robots in dark and dangerous resource mines.
• Robots in medical surgeries.
• Use of artificial intelligence and robotics in project management.
• Robots for accuracy and preciseness.
• Human-robot interaction.
• Is a robot a good replacement for a human?
• Exoskeleton robots.
• Rehabilitation robotics.
• Robotics in agriculture and forestry.
• Intelligent robotic transportation systems.

Top 30 Research Topics on Artificial Intelligence Technology

Artificial intelligence is the ability of a machine to replicate human-like capabilities such as reasoning, planning, learning, solving, and creativity. Artificial intelligence works according to the algorithms provided by humans, hence artificial intelligence is obliged to take input from humans, which means human intelligence still holds the position above artificial intelligence.

Though AI is used in different arenas but still more development is required in this field not to eliminate human efforts but to make it more efficient in every field.

Here we have a few topics to suggest.

• Reinforcement learning.
• General artificial intelligence versus narrow artificial intelligence.
• Machine consciousness.
• Social intelligence.
• What is the cybernetics approach?
• Brain stimulation.
• Inductive logic programming.
• Is artificial intelligence helpful in predictive sales?
• Automated weapon system.
• Robot cars by tesla.
• Artificial intelligence risk management.
• Soft computing.
• Computational intelligence.
• Image recognition algorithms in artificial intelligence.
• Data management by using artificial intelligence.
• Fraud detection through artificial intelligence.
• Automated financial investing.
• What is probabilistic programming?
• Use of artificial intelligence in the space station.
• Artificial intelligence in space exploration.
• Hyberautomation.
• Artificial engineering and its principles.
• Cybersecurity and artificial intelligence.
• Deep learning algorithms.
• Ethical concerns related to artificial intelligence.
• What is the current trend in artificial intelligence?
• Generative models in artificial intelligence.
• What are monte Carlo methods?
• Amortize interference.

Top 30 Biotechnology Research Topics

Biotechnology is an integrated study of engineering sciences and natural sciences. It is done with the aim to achieve the applications of cells, organisms, and parts for products and services.

It is referred to as using a living organism to produce a different product. For instance, yeast is a living organism used in the baking of bread. This branch of biology also has a wide scope of research, as our food habits are proportionate to food packaging. Hence research in this field becomes mandatory and going to be proved useful.

We are going to suggest to you some good biotechnology research topics.

• Vaccine development.
• Respiratory viruses.
• RNA-based therapeutics.
• Microvesicles.
• Extracellular vesicles.
• The human microbiome.
• Bioprocess engineering and technology.
• Metabolic engineering.
• Marine biotechnology.
• Model genetic systems.
• Neurobiology.
•  Molecular virology.
• Pharmacogenomics.
• Evolutionary genetics.
• Proteomics.
• Physiopathology.
• Nanobiotechnology.
• Plant-microbe interactions.
• Stem-cell biology.
• Systematic evolution.
• Immunotechnology.
• Biosafety and IPR.
• Protein engineering.
• Ecophysiology.
• Cancer genetics.
• Red biotechnology.
• White biotechnology.
• Yellow biotechnology.
• Blue biotechnology.
• Grey biotechnology.

Top 30 Energy & Power Technologies Research Topics

Energy is defined as the ability to do work. Energy can neither be created nor destroyed, it is convertible and one can convert energy from one form to another.

The power is the rate at which energy transfers. the use of energy and power is increasing with the passage of time. scientists are inventing new technologies through which energy can be converted into different forms in an easier and cheaper way.

Here we have a few technology research topics related to energy and power

• Photovoltaics.
• Geothermal.
• Solar thermal.
• Batteries and fuel cells.
• Grid-scale storage.
• Computing and electronics.
• Superconductors.
• Thermoelectrics.
• Fossil versus nuclear energy.
• Durable module materials(DuraMAT) consortium.
• Solar generation assets.
• S-502 solar generation integration.
• How can one make photovoltaic and concentrating solar power advance?
• Novel thermochemical materials for high volumetric energy.
• Industrial fermentation as energy conversion.
• HELVIE energy theory.
• Active power filter.
• Microsensors.
• Power system programming applications that are web-based.
• Photo-voltaic grid-connected inverters.
• Superconducting magnetic energy storage.
• Fuel-cell inverters.
• Hybrid filter design.
• Net metering.
• What is green hydrogen?
• Voltage stability of power system.
• Optimal power flow problems in a system.
• Wireless communication.
• Matrix converters.
• Electric vehicles and their charging system.

Top 30 Food Technology Research Topics

Food technology in food science deals with the production and preservation of quality food products. Development in food technology is mandatory as food habits are evolving, and the demand for packaged food products is increasing day by day in this situation food preservation becomes a common practice.

Food technology involves the technology for good packaging, preservation, and selling.

Here we have a few topics to suggest to you on food technology.

• Production of palm oil.
• Inorganic fertilizers.
• Nitrogen gas and packaging.
• Nutrients composition.
• Evaluation of briquetting machine.
• Industrial uses of pineapple.
• Sugarcane industries.
• Nutritive value of  soybeans,
• Oxidation of oils and fats.
• Antioxidants foods.
•  Gluten-free foods.
•  Effect of overheating of food.
• Nutritional value of raw fruits and vegetables.
• Oil for food preservation.
• Packaging trends and materials.
• Ready-to-cook foods have less nutritional value.
• Dietary management of adolescent children.
• Role of food science in human nutrition.
•  Use of yeast in baking.
• Extraction of oil from different types of flowers.
• Production of yogurt in bulk.
• Use of aluminum foil in food packaging.
•  Metals that are not reactive with nitrogen.
• Food assessment.
• Packaging habits of food industries.
• Malnutrition in children.
• Anemia in pregnant women.
• Foods that are rich in vitamins.
• Nutritional disorder communities in different countries.

Some Innovative Research Topics in Technology

• Human-computer interaction.
• Computer-aided learning.
• Fourth industrial revolution.
• Internet of things.
• Embedded systems.
• Neuron networks.
• Encryption of data.
• Search algorithms.
• Cloud storage.
• Cloud Engineering
• Wireless sensor networks.
• What is the role of computers in digital forensics?
• Cognitive radio networks.
• Cryptography.
• Online scams.
• 5G wireless systems.
• Biometric systems.
• New programming language.
• Data clustering.
• Technology in meteorology for disaster management.
• Language processing.
• 3-d object modeling.
• Facial identification.
• Risks involved in digital voting.
• Weapons and technology.
• New technology for eco-friendly food packaging.
• DNA cloning.

The blog was solely dedicated to technology research topics and new research in the different fields of technology. We have mentioned a few topics in every field where technology and improvement in it, are required.

The importance of technology lies in the fact that human survival is difficult without technology. So to carry on living, humans need technology but the technology should be sustainable only then it will be a boon for humanity. 

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Technology research topics are deeply engaged with the exploration of data science and big data analytics, an increasingly critical area as human societies generate vast amounts of information daily. Various themes cover the study of the Internet of Things (IoT) and data exchange, improving efficiency and decision-making. The implications of nanotechnology, designing and utilizing materials at the molecular or atomic level, are another captivating research option. In addition, technology research is probing into the potential of effective communication, a concept that uses many networks that people use as a medium to interact with others. Scientists can also investigate the progress and effects of edge computing, a method of optimizing cloud computing systems by performing data processing within the network. Thus, technology research topics are ceaselessly evolving, driving people toward an increasingly interconnected, efficient, and innovative future.

Hot Technology Research Paper Topics

• Advancements in Quantum Computing: A Paradigm Shift
• Breakthroughs in Nanotechnology: Promises and Challenges
• Artificial Intelligence Ethics: Deciphering the Grey Areas
• Augmented Reality in Education: Revolution or Hype?
• The Blockchain Revolution: Possibilities Beyond Cryptocurrency
• Biometric Technology: Privacy Concerns in the Modern World
• Internet of Things (IoT) and Cybersecurity: A Global Perspective
• Integrating Renewable Energy with Smart Grids: Challenges and Solutions
• Rise of Autonomous Vehicles: Implications for Urban Planning
• Machine Learning Applications in Healthcare: Promises and Perils
• Neurotechnology and Human Rights: Navigating the Uncharted
• Virtual Reality in Mental Health: Opportunities and Obstacles
• Deep Learning Techniques in Weather Prediction: An Analytical Study
• Space Technology and Climate Change: A Symbiotic Relationship
• 5G Network Technology: Exploring Unforeseen Risks and Rewards
• Crisis Management in Social Media: Analyzing Algorithms and Bias
• Innovations in AgriTech: Shaping the Future of Sustainable Farming
• 3D Printing Applications in Medicine: A Transformative Leap
• Dark Web Surveillance: Ethical Dilemmas and Technological Advances
• Biological Computing: Decoding the Potential for Future Technologies

Simple Technology Research Paper Topics

• Navigating Privacy in Social Media Platforms
• Drones in Delivery Services: Efficiency versus Safety
• Data Encryption: An Essential in Modern-Day Communication
• Applications and Challenges of Chatbots in Customer Service
• Neural Networks: Unraveling the Complexity
• Voice Recognition Technology in Smart Devices
• Mobile Technology: Changing the Face of E-Commerce
• Gamification in E-Learning Platforms
• Internet of Things (IoT): Redefining Home Automation
• Cloud Computing: Understanding the Pros and Cons
• Bluetooth Technology: An Analysis of Connectivity Issues
• 3D Printing: A Revolution in Manufacturing
• Virtual Reality: A Game Changer for the Gaming Industry
• Light Fidelity (Li-Fi): An Alternative to Wi-Fi
• Understanding Cryptography in Blockchain
• Advancements in Facial Recognition Systems
• E-Waste Management: Technological Solutions
• Artificial Intelligence: Decoding Its Myths and Realities
• Electronic Voting Systems: Security Concerns

Interesting Technology Research Paper Topics

• Intricacies of Quantum Cryptography: A Closer Look
• Bridging the Digital Divide: Technology in Rural Education
• Machine Learning and Predictive Analysis: Unseen Patterns
• Reality Mining: Exploring Data From Social Interactions
• Smart Cities: Prospects and Pitfalls
• Augmented Humans: Exploring Biohacking Techniques
• Nanobots in Medicine: A Future Perspective
• Interplay Between Social Media Algorithms and User Behavior
• Predictive Policing: Merits and Ethical Dilemmas
• Internet of Things (IoT) in Disaster Management
• Biometric Technology in Immigration: Assessing Effectiveness
• Autonomous Weapons: Ethical Implications and Control Measures
• Forensic Applications of DNA Sequencing Technology
• Space Tourism: Technological Challenges and Future Prospects
• Machine Learning in Stock Market Predictions
• Blockchain in Digital Identity Verification
• Cognitive Radio: Optimizing Spectrum Use
• Risks and Rewards of Cyber-Physical Systems
• Big Data in Genomics and Personalized Medicine
• Food Technology: Innovations for Sustainable Diets

Technology Research Topics for College Students

• Smart Fabrics: Merging Fashion With Technology
• Wireless Power Transfer: Understanding its Feasibility
• Artificial Intelligence in Personal Finance: An Emerging Trend
• Understanding Cybersecurity Vulnerabilities in IoT Devices
• Bioinformatics: Decoding the Data of Life
• Nano-Bio Technology: Applications in Health and Environment
• Augmented Reality in Tourism: A New Era of Exploration
• Neural Networks in Image Processing: A Detailed Study
• Hydroponics and Vertical Farming: Technology for Urban Agriculture
• Challenges and Solutions in E-Waste Recycling
• Brain-Computer Interfaces: The Future of Neurological Therapies
• 3D Bioprinting: Revolutionizing Transplant Medicine
• Big Data in Sports Analytics: Changing the Game
• Haptic Technology: Enhancing the Virtual Reality Experience
• Understanding the Potential of Quantum Sensors
• Green IT: Sustainable Practices in Technology Companies
• Digital Forensics: Tools and Techniques for Cyber Crime Investigation
• Solar Power Technology: Innovations for a Greener Future
• Digital Watermarking: Applications in Media and Art

Technology Research Topics for University

• Blockchain and Healthcare: Ensuring Data Privacy
• Fusion Energy: Understanding Technological Challenges
• Gene Editing Technology: Implications for Human Health
• Intrusion Detection Systems in Cybersecurity: An Evaluation
• Artificial Intelligence in Climate Change Modelling
• Wireless Sensor Networks in Environmental Monitoring
• Digital Twins: Facing the Gap Between Physical and Virtual
• Internet of Nano Things (IoNT): A Look Into the Future
• Quantum Computing and Post-Quantum Cryptography
• Exploring the Applications of Holographic Technology
• Machine Learning in Predicting Disease Outbreaks
• Autonomous Drones in Search and Rescue Operations
• Understanding the Mechanism of Neural Implants
• Smart Packaging: The Future of Food Safety
• Analyzing the Potential of Perovskite Solar Cells
• Digital Accessibility: Overcoming Barriers in Technology
• Molecular Computing: An Alternative to Silicon-Based Computers
• 5G Technology: Exploring the Cybersecurity Implications
• Augmented Reality in Structural Design and Architecture
• Plastic Recycling Technology: An Approach Toward Circular Economy

Technologies & Computer Science Research Topics

• Harnessing Quantum Entanglement in Secure Communication
• Advancements in Distributed Systems: A Deeper Look Into Edge Computing
• Understanding and Overcoming Challenges in Deep Learning Optimization
• Artificial Intelligence in Drug Discovery: Techniques and Limitations
• In-Depth Analysis of Probabilistic Graphical Models
• Algorithmic Fairness and Transparency in Machine Learning
• Biocomputation: Exploring the Frontier of Molecular Machines
• Emerging Techniques in Non-Volatile Memory Systems
• Application and Limitations of Homomorphic Encryption in Cloud Computing
• Internet of Things (IoT): Addressing the Scalability Issues
• Designing Energy-Efficient Architectures for High-Performance Computing
• Exploring the Efficacy of Multi-Objective Evolutionary Algorithms
• Nano-Scale Communication: Challenges in Network Design
• Bayesian Deep Learning: Bridging Uncertainty and Complexity
• Development of Sustainable Cryptocurrencies: A Technological Perspective
• Interpretable Machine Learning: Making AI Transparent and Accountable
• Analyzing the Security Measures in Next-Generation 6G Networks
• Computer Vision and Image Understanding: Advanced Techniques and Applications
• Advanced Intrusion Detection Systems in Cybersecurity: New Approaches
• Quantum Machine Learning: Convergence of Quantum Computing and AI

Artificial Intelligence Technology Research Topics

• Explainable AI: Techniques for Improving Transparency
• Neurosymbolic Computing: Bridging the Gap Between Neural and Symbolic Networks
• Artificial General Intelligence: Feasibility and Challenges
• Reinforcement Learning: Novel Approaches for Reward Function Design
• Machine Ethics: Incorporating Human Values Into Autonomous Systems
• Adversarial Attacks on Deep Learning Systems: Mitigation Techniques
• Automated Machine Learning: Improving Efficiency of Model Development
• Emotion AI: Building Empathetic Machines
• Developing Robustness in AI Systems: A Study on Uncertainty Quantification
• Multimodal Learning: AI Understanding of Integrated Sensory Data
• AI Governance: Frameworks for Ethical Machine Decision-making
• Natural Language Processing: Advances in Contextual Understanding
• Generative Models: Novel Applications and Challenges in AI Artistry
• Understanding AI Bias: Techniques for Fair Algorithmic Practices
• Swarm Intelligence: Inspirations From Nature for Problem-Solving AI
• Human-AI Collaboration: Enhancing Synergy in Mixed Teams
• Machine Vision: Next-Gen Innovations in Image Recognition
• Transfer Learning: Maximizing Efficiency in AI Training
• Artificial Creativity: Understanding the Mechanisms of AI in Art and Design

Video Gaming Technology Research Topics

• Game Physics: Realism and Computation Trade-Offs
• Procedural Generation: Advanced Techniques in Game Design
• Development of Next-Generation Gaming Consoles: A Technical Perspective
• Deep Learning in Video Game AI: Emerging Trends
• Haptic Feedback Technology: Enhancing User Experience in Virtual Reality Games
• Exploring the Limitations of Cloud Gaming Technology
• Player Behavior Modeling: Machine Learning Applications in Multiplayer Games
• Use of Ray Tracing in Real-Time Rendering: Technical Challenges
• Neurogaming: Merging Neuroscience With Video Game Technology
• Audio Techniques in Immersive Gaming: A Comprehensive Study
• Augmented Reality Gaming: Future Prospects and Challenges
• AI-Driven Game Design: Automating the Creative Process
• Virtual Reality Motion Sickness: Understanding and Addressing the Problem
• Cybersecurity in Online Gaming: Protecting Against Emerging Threats
• Biofeedback in Gaming: Personalizing the Player Experience
• Esports and AI: Improving Training and Performance Analysis
• Next-Level Gaming: Exploring the Potential of Quantum Computing
• Blockchain Technology in Gaming: Opportunities and Challenges
• Cross-Platform Gaming: Technical Hurdles and Solutions
• Spatial Computing: The Future of Augmented Reality Games

Educational Technology Research Topics

• Integration of Augmented Reality in Classroom Learning
• Adaptive Learning Systems: Tailoring Education to Individual Needs
• Exploring the Efficacy of Digital Game-Based Learning
• Artificial Intelligence in Personalized Education: Scope and Challenges
• Serious Games: Assessing their Potential in Education
• Implementing Cybersecurity Education in School Curricula
• Effectiveness of Mobile Learning in Diverse Educational Settings
• Learning Analytics: Enhancing Student Success With Big Data
• Virtual Reality in Special Education: Overcoming Barriers
• Applying Natural Language Processing in Automatic Essay Grading
• Developing Open-Source Educational Software: Challenges and Opportunities
• E-Learning: Identifying Optimal Strategies for Adult Education
• Technological Approaches for Inclusive Education
• Blockchain in Education: A Study on Records Management
• Harnessing the Power of AI in STEM Education
• Flipped Classroom Model: Evaluating its Effectiveness With Technology
• Immersive Learning Environments: The Role of Virtual Reality
• Collaborative Learning in Online Education: Technological Tools and Strategies
• Machine Learning Applications in Predicting Student Performance
• Exploring the Intersection of Neuroscience and EdTech

Biotechnology Research Topics

• Harnessing CRISPR Technology for Precision Medicine
• Synthetic Biology: Developing Novel Biological Systems
• Genome Editing: Ethical and Safety Considerations
• Nanotechnology in Drug Delivery: Prospects and Challenges
• Tissue Engineering: Innovations in Regenerative Medicine
• AI Applications in Genomics: Exploring Potential and Limitations
• Pharmacogenomics: Personalizing Medicine With Genetics
• Therapeutic Applications of Stem Cell Technology
• Microbiome Research: Implications for Human Health
• Gene Therapy: Advanced Techniques and Challenges
• Biomaterials in Medical Implants: A Comprehensive Study
• Bioinformatics in Disease Prediction: Latest Approaches
• Cellular Agriculture: The Science Behind Lab-Grown Meat
• Microbial Fuel Cells: Biotechnology in Sustainable Energy
• Molecular Diagnostics: Innovations in Pathogen Detection
• Bioprinting: 3D Printing of Organs and Tissues
• Nanobiosensors: Early Disease Detection Techniques
• Proteomics: Advanced Technologies and Their Applications
• DNA Data Storage: Understanding the Feasibility and Challenges

Communications and Media Technology Research Topics

• Network Function Virtualization: Innovations and Challenges
• Deep Learning Algorithms in Automated Journalism
• 5G Wireless Technology: Overcoming Implementation Hurdles
• Digital Broadcasting: Exploring the Future of Television
• Artificial Intelligence in Media Production: Potential and Limitations
• Blockchain Applications in Digital Rights Management
• Internet of Things: Enhancing Smart Home Connectivity
• Satellite Communication: New Frontiers in Space-Based Networks
• Quantum Cryptography in Secure Communication
• 3D Holography: Future of Telecommunication
• AI-Driven Media Personalization: Ethical Considerations
• Optical Fiber Technology: Enhancing Global Connectivity
• Social Media Analytics: Leveraging Big Data
• Next Generation Networks: Preparing for 6G Wireless Communication
• Human-Computer Interaction: Advancements in Conversational AI
• Deepfake Technology: Assessing Societal Implications and Countermeasures
• Immersive Journalism: Leveraging VR in News Reporting
• AI in Content Moderation: Efficiency and Accuracy Trade-Offs
• Data Compression Techniques: Innovations for Efficient Storage
• Digital Forensics: Advanced Techniques for Media Analysis

Energy Technologies Research Topics

• Harnessing Tidal Power: Advances in Marine Energy
• Fusion Energy Technology: Exploring the Challenges
• Nanotechnology in Solar Cells: Efficiency Enhancement Methods
• Hydrogen Fuel Cells: Overcoming Technological Hurdles
• Geothermal Energy: Innovations in Power Generation
• Artificial Photosynthesis: A Sustainable Energy Solution
• Thermoelectric Materials: Converting Waste Heat Into Power
• Wireless Power Transmission: Assessing Feasibility and Efficiency
• Smart Grids: Incorporating AI for Energy Management
• Carbon Capture Technologies: Solutions for Climate Change
• Biofuels: Advanced Techniques in Renewable Energy
• Solid-State Batteries: Future of Energy Storage
• Energy Harvesting: Utilizing Ambient Energy Sources
• Next-Generation Nuclear Power: Advancements in Reactor Designs
• Grid Energy Storage: Addressing Intermittency in Renewable Power
• Perovskite Solar Cells: Investigating Stability and Performance
• Wind Energy: Exploring Offshore and Floating Turbines
• Thermochemical Storage: Solutions for Seasonal Energy Storage
• Concentrated Solar Power: Technological Advances and Challenges

Food Technology Research Topics

• Precision Fermentation: Innovations in Food Production
• Edible Packaging: Exploring Sustainable Solutions
• Artificial Intelligence in Food Quality Control
• Food Fortification: Enhancing Nutrient Bioavailability
• Cultured Meat: Technological Challenges and Opportunities
• Microbial Biotechnology in Fermented Foods
• Nanotechnology Applications in Food Preservation
• 3D Food Printing: Potential and Limitations
• Insect Farming: A Sustainable Protein Source
• Smart Farming: AI in Crop Management and Disease Detection
• Food Traceability: Applications of Blockchain
• Nutrigenomics: Personalized Nutrition Based on Genetics
• Active and Intelligent Packaging: Enhancing Food Safety
• Aquaponics: Sustainable Solutions for Urban Farming
• Food Waste Management: Advanced Biotechnological Approaches
• High-Pressure Processing: Enhancing Food Shelf Life
• Synthetic Biology: Developing Novel Flavors and Textures
• CRISPR Technology in Crop Breeding
• Functional Foods: Advances in Probiotics and Prebiotics
• Bioactive Peptides: Extraction Techniques and Health Benefits

Medical Technology Research Topics

• Innovations in Medical Imaging: Exploring the Potential of AI
• Telemedicine: Addressing Barriers to Adoption
• 3D Bioprinting: A New Frontier in Regenerative Medicine
• Neuroprosthetics: Advances in Brain-Computer Interfaces
• Genetic Testing: Navigating Ethical, Legal, and Social Issues
• Health Informatics: Applying Big Data to Improve Patient Outcomes
• Nanomedicine: Progress and Challenges in Targeted Drug Delivery
• Wearable Technology: Enhancing Patient Monitoring
• Robot-Assisted Surgery: Evaluating Effectiveness and Patient Safety
• Artificial Organs: Developments in Bioartificial Technology
• Precision Medicine: Integrating Genomics Into Healthcare
• Remote Patient Monitoring: The Future of Chronic Disease Management
• Virtual Reality in Pain Management: Investigating Efficacy
• Cybersecurity in Healthcare: Safeguarding Patient Data
• CRISPR in Disease Treatment: Examining the Potential of Gene Editing
• AI in Predictive Analysis: Anticipating Disease Outbreaks
• Smart Pills: Revolutionizing Drug Delivery and Diagnostic Capabilities
• Machine Learning in Medical Diagnosis: Limitations and Possibilities
• Biomedical Optics: Advanced Imaging for Early Cancer Detection
• Brain Implants: Investigating the Potential for Memory Enhancement

Pharmaceutical Technologies Research Topics

• Enhancing Bioavailability in Drug Delivery With Nanotechnology
• Pharmacogenomics: Personalizing Medication Regimens
• Gene Therapy: Overcoming Delivery and Safety Challenges
• Biologics: Advances in Production and Purification Techniques
• AI in Drug Discovery: Speeding Up the Process
• Protein Engineering: Designing Next-Generation Therapeutics
• 3D Printing of Pharmaceuticals: Customization and Precision Dosing
• CRISPR: Opportunities for Novel Drug Development
• Pharmaceutical Formulation: Advances in Controlled Release Systems
• Pharmacokinetics and Pharmacodynamics: Modern Computational Approaches
• Neuropharmacology: Understanding the Blood-Brain Barrier for Drug Delivery
• Microfluidics in Drug Discovery: High-Throughput Screening Methods
• Advanced Biosensors for Drug Level Monitoring
• Antibody-Drug Conjugates: Balancing Efficacy and Safety
• Smart Drug Delivery Systems: Responsive and Targeted Approaches
• Machine Learning in Predicting Drug Interactions
• Bioequivalence Studies: New Approaches for Complex Drug Products
• Pharmaceutical Biotechnology: Developments in Therapeutic Proteins
• Nanoparticles in Vaccine Development: Innovations and Challenges

Transportation Technology Research Topics

• Autonomous Vehicles: Navigating the Road to Full Autonomy
• Hyperloop Technology: A Future Transportation Solution?
• Electric Aircraft: Challenges in Battery Technology and Infrastructure
• Maritime Drones: Applications and Challenges in Oceanic Transport
• Smart Traffic Management: AI Solutions for Urban Congestion
• Connected Vehicles: Cybersecurity Considerations and Solutions
• Magnetic Levitation (Maglev) Trains: Exploring Technological Advances
• Intelligent Transportation Systems: Evaluating the Role of IoT
• Sustainable Maritime Transport: Opportunities for Green Ships
• Aerodynamics in Vehicle Design: Energy Efficiency Strategies
• Air Taxis: Investigating Feasibility and Infrastructure Needs
• Digital Twins in Transportation: Improving Maintenance and Predicting Failures
• Hydrogen Fuel Cells for Transportation: Overcoming Technological Hurdles
• AI in Public Transportation: Optimizing Routes and Schedules
• Cargo Bikes: Assessing their Potential in Urban Freight Transport
• Battery Technology for Electric Vehicles: Future Prospects
• High-Speed Rail Networks: Exploring Economic and Environmental Impact
• Unmanned Aerial Vehicles: Regulations and Safety Measures
• Space Tourism: Technological Challenges and Prospects
• Self-Healing Materials: Innovations in Road and Infrastructure Maintenance

High-Quality Technology Research Topics

• Cybersecurity in Quantum Computing: Protecting the Future
• Blockchain Applications Beyond Cryptocurrency
• Machine Learning in Astrophysics: Uncovering Cosmic Mysteries
• AI-Driven Climate Change Models: Enhancing Predictive Accuracy
• Advanced Robotics: Exploring Humanoid Potential
• Genetic Algorithms: Solutions for Optimization Problems
• Nanotechnology in Environmental Remediation: Promise and Challenges
• Dark Web: Investigating Patterns and Anomalies
• Neural Networks in Weather Prediction: Optimizing Models
• Smart Homes: AI in Domestic Energy Management
• Quantum Teleportation: Exploring Real-World Applications
• Exoskeletons: Advances in Wearable Robotics
• Internet of Things (IoT) in Agriculture: Precision Farming Solutions
• Photonics: Innovations in Optical Computing
• Underwater Wireless Communication: Technological Challenges
• Smart Dust: Applications and Ethical Concerns
• Biometric Authentication: Enhancing Security in the Digital Age
• Mixed Reality in Education: Potential and Limitations
• Swarm Robotics: Coordinated Autonomy and Applications

Informative Technology Research Topics

• Information Security: Addressing Emerging Cyber Threats
• Blockchain Technology: Beyond Bitcoin and Cryptocurrencies
• Digital Forensics: Unveiling Cyber Crime Investigations
• Cloud Computing: Data Privacy and Security Concerns
• Data Visualization: Enhancing Decision-Making With Interactive Graphics
• Internet of Things: Smart Homes and Their Privacy Implications
• Artificial Intelligence in Healthcare: Automating Diagnosis
• Quantum Computing: Future Scenarios and Challenges
• Social Media Analytics: Understanding Consumer Behavior
• Virtual Reality: Applications in Mental Health Therapy
• Augmented Reality in Retail: Changing the Shopping Experience
• Machine Learning: Improving Weather Forecast Accuracy
• Cyber-Physical Systems: The Backbone of Industry 4.0
• Deep Learning: Enhancements in Image Recognition
• Digital Twin Technology: Applications in Manufacturing
• Neural Networks: Enhancing Language Translation Systems
• Big Data Analytics: Overcoming Processing Challenges
• Edge Computing: Handling IoT Data Closer to the Source
• Cryptocurrency Regulations: Balancing Innovation and Security

Lucrative Technology Research Topics

• Artificial Intelligence in Stock Market Predictions: Accuracy and Profits
• Fintech Innovations: Disrupting Traditional Banking
• Big Data in E-commerce: Driving Sales and Customer Satisfaction
• Blockchain Technology: Applications in Supply Chain Management
• Cloud Computing: Revenue Generation in the Software Industry
• Internet of Things: Business Opportunities in Smart Home Technologies
• Cybersecurity Services: A Growing Market in the Digital Age
• Machine Learning: Enhancing Profitability in Digital Advertising
• Virtual Reality in Real Estate: Boosting Sales Through Immersive Experiences
• Robotic Process Automation: Cost Savings in Business Operations
• Biometric Technology: Revenue Opportunities in Security Systems
• 5G Technology: Impact on Telecommunications Industry Revenue
• E-Waste Recycling: Profitable and Environmentally Friendly Solutions
• AI Chatbots: Customer Service Cost Reduction
• Health Informatics: Profitability in Healthcare Data Management
• Cryptocurrencies: Financial Opportunities and Risks
• Digital Twin Technology: Revenue Generation in Industrial Applications
• EdTech Innovations: Business Opportunities in Online Education
• Wearable Tech: Profitability in the Fitness Industry
• Data Science Consulting: Lucrative Opportunities in Business Intelligence

Outstanding Technology Research Topics

• Artificial Intelligence in Climate Change: Predictive Models and Solutions
• Blockchain Technology: Enhancing Food Traceability
• Quantum Computing: Breaking New Ground in Cryptography
• Augmented Reality: Changing the Landscape of Tourism
• Virtual Reality in Pain Management: Emerging Therapeutic Approaches
• Machine Learning in Wildlife Conservation: Species Identification and Tracking
• Neural Networks: Improving Seismic Data Interpretation
• Internet of Things: Smart Farming and Precision Agriculture
• Cloud Computing: Opportunities in Healthcare Data Storage and Analysis
• Genomic Data Analysis: Unraveling Complex Biological Systems
• Autonomous Vehicles: A Deep Dive Into Lidar Technologies
• 5G Networks: Enabling Next-Generation IoT Devices
• Cybersecurity: AI-Driven Solutions for Advanced Persistent Threats
• Green Data Centers: Energy Efficiency and Sustainability Practices
• Robotics in Elder Care: Opportunities and Ethical Considerations
• Big Data in Astronomy: Handling Petabytes of Sky Surveys
• Space Technologies: Advances in Satellite Communication Systems
• Deep Learning: Progress in Natural Language Processing
• Edge Computing: Potential in Autonomous Vehicle Infrastructure

War Technology Research Topics

• Unmanned Combat Aerial Vehicles: An Ethical Examination
• Cyber Warfare: Defensive Strategies and National Security
• Artificial Intelligence in Military Decision Making: Prospects and Concerns
• Weaponized Drones: A Review of Current Capabilities
• Stealth Technology: Advances in Radar Evasion
• Military Robotics: Exploring Autonomous Ground Systems
• Biotechnology in Warfare: Threats and Opportunities
• Space Weapons: Evaluating Anti-Satellite Capabilities
• Quantum Computing: Potential Applications in Cryptanalysis
• Psychological Warfare: Analyzing Influence Operations in Social Media
• Nuclear Technology: Examining Modern Proliferation Risks
• Directed Energy Weapons: A Study on High-Energy Lasers
• Information Warfare: Impact on Military Strategy
• Hypersonic Missiles: Technological Challenges and Strategic Implications
• Electronic Warfare: Advances in Signal Jamming Technologies
• Augmented Reality in Military Training: Utility and Effectiveness
• Blockchain Technology: Uses in Secure Military Communication
• Autonomous Naval Systems: Revolutionizing Maritime Warfare
• Bioinformatics in Defense: Tracking Biological Threats
• Future Soldier Technology: Enhancing Capabilities With Wearable Tech

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224 Research Topics on Technology & Computer Science

Are you new to the world of technology? Do you need topics related to technology to write about? No worries, Custom-writing.org experts are here to help! In this article, we offer you a multitude of creative and interesting technology topics from various research areas, including information technology and computer science. So, let’s start!

• 🔝 Top 10 Topics

👋 Introduction

• 💾 Top 10 Computer Science Topics

⚙ Artificial Intelligence

💉 biotechnology, 📡 communications and media.

• 💻Computer Science & Engineering

🔋 Energy & Power Technologies

🍗 food technology, 😷 medical devices & diagnostics, 💊 pharmaceutical technologies.

• 🚈 Transportation

✋ Conclusion

🔍 references, 🔝 top 10 technology topics.

• The difference between VR and AR
• Is genetic engineering ethical?
• Can digital books replace print ones?
• The impact of virtual reality on education
• 5 major fields of robotics
• The risks and dangers of biometrics
• Nanotechnology in medicine
• Digital technology’s impact on globalization
• Is proprietary software less secure than open-source?
• The difference between deep learning and machine learning

Is it a good thing that technologies and computer science are developing so fast? No one knows for sure. There are too many different opinions, and some of them are quite radical! However, we know that technologies have changed our world once and forever. Computer science affects every single area of people’s lives.

Just think about Netflix . Can you imagine that 24 years ago it didn’t exist? How did people live without it? Well, in 2024, the entertainment field has gone so far that you can travel anywhere while sitting in your room. All you would have to do is just order a VR (virtual reality) headset. Moreover, personal computers give an unlimited flow of information, which has changed the entire education system.

Every day, technologies become smarter and smaller. A smartphone in your pocket may be as powerful as your laptop. No doubt, the development of computer science builds our future. It is hard to count how many research areas in technologies and computer science are there. But it is not hard to name the most important of them.

Artificial intelligence tops the charts, of course. However, engineering and biotechnology are not far behind. Communications and media are developing super fast as well. The research is also done in areas that make our lives better and more comfortable. The list of them includes transport, food and energy, medical, and pharmaceutical areas.

So check out our list of 204 most relevant computer science research topics below. Maybe one of them will inspire you to do revolutionary research!

💾 Top 10 Computer Science Research Topics

💡 technologies & computer science: research ideas.

Many people probably picture robots from the movie “I, Robot” when they hear about artificial intelligence. However, it is far from the truth.

AI is meant to be as close to a rational way of thinking as possible. It uses binary logic (just like computers) to help solve problems in many areas. Applied AI is only aimed at one task. A generalized AI branch is looking into a human-like machine that can learn to do anything.

Applied AI already helps researchers in quantum physics and medicine. You deal with AI every day when online shops suggest some items based on your previous purchases. Siri and self-driving cars are also examples of applied AI.

Generalized AI is supposed to be a copy of multitasking human intelligence. However, it is still in the stage of development. Computer technology has yet to reach the level necessary for its creation.

One of the latest trends in this area is improving healthcare management. It is done through the digitalization of all the information in hospitals and even helping diagnose the patients.

Also, privacy issues and facial recognition technologies are being researched. For example, some governments collect biometric data to reduce and even predict crime.

Research Topics on Artificial Intelligence Technology

Since AI development is exceptionally relevant nowadays, it would be smart to invest your time and effort into researching it. Here are some ideas on artificial intelligence research topics that you can look into:

• What areas of life machine learning are the most influential?
• How to choose the right algorithm for machine learning ?
• Supervised vs. unsupervised machine learning: compare & contrast
• Reinforcement machine learning algorithms
• Deep learning as a subset of machine learning
• Deep learning & artificial neural networks
• How do artificial neural networks work?
• A comparison of model-free & model-based reinforcement learning algorithms
• Reinforcement learning: single vs. multi-agent
• How do social robots interact with humans?
• Robotics in NASA
• Natural language processing: chatbots
• How does natural language processing produce natural language?
• Natural language processing vs. machine learning 
• Artificial intelligence in computer vision
• Computer vision application: autonomous vehicles
• Recommender systems’ approaches
• Recommender systems: content-based recommendation vs. collaborative filtering
• Internet of things & artificial intelligence: the interconnection
• How much data do the Internet of things devices generate?

Biotechnology uses living organisms to modify different products. Even the simple thing as baking bread is a process of biotechnology. However, nowadays, this area went as far as changing the organisms’ DNA. Genetics and biochemistry are also a part of the biotechnology area.

The development of this area allows people to cure diseases with the help of new medicines. In agriculture, more and more research is done on biological treatment and modifying plants. Biotechnology is even involved in the production of our groceries, household chemicals, and textiles.

There are many exciting trends in biotechnology now that carry the potential of changing our world! For example, scientists are working on creating personalized drugs. This is feasible once they apply computer science to analyze people’s DNA.

Also, thanks to using new technologies, doctors can collect exact data and provide the patients with correct diagnosis and treatment. Now, you don’t even need to leave your place to get a doctor’s check-up. Just use telehealth!

Data management is developing in the biotechnology area as well. Thanks to that, doctors and scientists can store and access a tremendous amount of information.

The most exciting is the fact that new technology enables specialists to assess genetic information to treat and prevent illnesses! It may solve the problem of some diseases that were considered untreatable before.

Research Topics on Biotechnology

You can use the following examples of research questions on biotechnology for presentation or even a PhD paper! Here is a wide range of topics on biotechnology and its relation to agriculture, nanotechnology, and many more:

• Self-sufficient protein supply and biotechnology in farming
• Evaporation vs. evapotranspiration
• DNA cloning and a southern blot
• Pharmacogenetics & personalized drugs
• Is cloning “playing God”?
• Pharmacogenetics: cancer medicines
• How much can we control our genetics, at what point do we cease to be human?
• Bio ethics and stem cell research
• Genetic engineering: gene therapy
• The potential benefits of genetic engineering
• Genetic engineering: dangers and opportunities
• Mycobacterium tuberculosis : counting the proteins
• Plant genetic enhancement: developing resistance to scarcity
• Y-chromosome genotyping: the case of South Africa
• Agricultural biotechnology: GMO crops
• How are new vaccines developed?
• Nanotechnology in treating HIV
• Allergenic potential & biotechnology
• Whole-genome sequencing in biotechnology
• Genes in heavy metal tolerance: an overview
• Food biotechnology & food-borne illnesses
• How to eliminate heat-resistant microorganisms with ultraviolet?
• High-throughput screening & biotechnology
• How do new food processing technologies affect bacteria related to Aspalathus Linearis?
• Is sweet sorghum suitable for the production of bioethanol in Africa?
• How can pesticides help to diagnose cancer?
• How is embelin used to prevent cancer?

One of the first areas that technologies affected was communications and media. People from the last century couldn’t have imagined how easy it would be to get connected with anyone! Internet connection starts appearing even in the most remote places.

Nowadays, media is used not only for social interaction but for business development and educational purposes as well. You can now start an entirely online business or use special tools to promote the existing one. Also, many leading universities offer online degrees.

In communications and media, AI has been playing the role of enhancement recently. The technology helps create personalized content for always demanding consumers.

Developing media also create numerous job opportunities. For instance, recently, an influencer has become a trending career. Influencers always use the most relevant communication tools available. At the moment, live videos and podcasting are on the top.

Now, you just need to reach your smartphone to access all the opportunities mentioned above! You can apply for a college, find a job, or reach out to all your followers online. It is hard to imagine how far communication and media can go…

Communications and Media Technology Research Topics

There are quite a few simple yet exciting ideas for media and communications technology research topics. Hopefully, you will find THE ONE amongst these Information and Communications Technology (ICT) research proposal topics:

• New media: the importance of ethics in the process of communication
• The development of computer-based communication over the last decade
• How have social media changed communication?
• Media during the disasters: increasing panic or helping reduce it?
• Authorities’ media representations in different countries: compare & contrast
• Do people start preferring newspapers to new media again?
• How has the Internet changed media?
• Communication networks
• The impact of social media on super bowl ads
• Communications: technology and personal contact
• New content marketing ideas
• Media exposure and its influence on adolescents
• The impact of mass media on personal socialization
• Internet and interactive media as an advertising tool
• Music marketing in a digital world
• How do people use hype in the media?
• Psychology of videoblog communication
• Media & the freedom of speech
• Is it possible to build trustful relationships in virtual communication?
• How to maintain privacy in social media ?
• Communication technologies & cyberbullying
• How has the interpersonal communication changed with the invention of computers?
• The future of the communication technologies
• Yellow journalism in new media
• How enterprises use ICT to get a competitive advantage?
• Healthcare and ICT
• Can we live without mass media ?
• Mass media and morality in the 21st century

💻 Computer Science & Engineering

If you have ever wondered how computers work, you better ask a professional in computer science and engineering. This major combines two different, yet interconnected, worlds of machines.

Computer science takes care of the computer’s brain. It usually includes areas of study, such as programming languages and algorithms. Scientists also recognize three paradigms in terms of the computer science field.

For the rationalist paradigm, computer science is a part of math. The technocratic paradigm is focused on software engineering, while the scientific one is all about natural sciences. Interestingly enough, the latter can also be found in the area of artificial intelligence!

On the other hand, computer engineering maintains a computer’s body – hardware and software. It relies quite heavily on electrical engineering. And only the combination of computer science and engineering gives a full understanding of the machine.

If talking about trends and innovations, artificial intelligence development is probably the main one in the area of computer science technology. Big data is the field that has been extremely popular in recent years.

Cybersecurity is and will be one of the leading research fields in our Information Age. The latest trend in computer science and engineering is also virtual reality.

Computer Science Research Topics

If you want to find a good idea for your thesis or you are just preparing for a speech, check out this list of research topics in computer science and engineering:

• How are virtual reality & human perception connected?
• The future of computer-assisted education
• Computer science & high-dimensional data modeling
• Computer science: imperative vs. declarative languages
• The use of blockchain and AI for algorithmic regulations
• Banking industry & blockchain technology
• How does the machine architecture affect the efficiency of code?
• Languages for parallel computing
• How is mesh generation used for computational domains?
• Ways of persistent data structure optimization
• Sensor networks vs. cyber-physical system
• The development of computer graphics: non-photorealistic rendering case
• The development of the systems programming languages
• Game theory & network economics
• How can computational thinking affect science?
• Theoretical computer science in functional analysis
• The most efficient cryptographic protocols
• Software security types: an overview
• Is it possible to eliminate phishing?
• Floating point & programming language

Without energy, no technological progress is possible. Scientists are continually working on improving energy and power technologies. Recently, efforts have been aimed at three main areas.

Developing new batteries and fuel types helps create less expensive ways of storing energy. For example, fuel cells can be used for passenger buses. They need to be connected to a source of fuel to work. However, it guarantees the constant production of electricity as long as they have fuel.

One of the potential trends of the next years is hydrogen energy storage. This method is still in the stage of development. It would allow the use of hydrogen instead of electricity.

A smart grid is another area that uses information technology for the most efficient use of energy. For instance, the first-generation smart grid tracks the movement of electric energy on the go and sends the information back. It is a great way to correct the consumption of energy in real-time. More development is also done on the issue of electricity generation. It aims at technologies that can produce power from the sources that haven’t been used. The trends in this area include second-generation biofuels and photovoltaic glass.

Energy Technologies Research Topics

Since humanity cannot be using fossil fuels forever, the research in the area of energy can be extremely fruitful. The following list of energy and power technology research paper topics can give you an idea of where to dig:

• How can fuel cells be used for stationary power generation?
• Lithium-ion vs. lithium-air batteries: energy density
• Are lithium-air batteries better than gasoline?
• Renewable energy usage: advantages and disadvantages
• The nuclear power usage in the UAE
• India’s solar installations
• Gas price increasing and alternative energy sources
• How can methods of energy transformation be applied with hydrogen energy?
• Is hydrogen energy our future?
• Thermal storage & AC systems
• How to load balance using smart grid?
• Distributed energy generation to optimize power waste
• Is the smart energy network a solution to climate change ?
• The future of the tidal power
• The possibility of 3D printing of micro stirling engines
• How can robots be used to adjust solar panels to weather?
• Advanced biofuels & algae
• Can photovoltaic glass be fully transparent?
• Third-generation biofuels : algae vs. crop-based
• Space-based solar power: myth or reality of the future?
• Can smaller nuclear reactors be more efficient?
• Inertial confinement fusion & creal energy
• Renewable energy technologies: an overview
• How can thorium change the nuclear power field?

The way we get our food has changed drastically with the technological development. Manufacturers look for ways to feed 7.5 billion people more efficiently. And the demand is growing every year. Now technology is not only used for packaging, but for producing and processing food as well.

Introducing robots into the process of manufacturing brings multiple benefits to the producer. Not only do they make it more cost-efficient, but they also reduce safety problems.

Surprisingly enough, you can print food on the 3D printer now! This technology is applied to produce soft food for people who can’t chew. NASA decided to use it for fun as well and printed a pizza!

Drones now help farmers to keep an eye on crops from above. It helps them see the full picture and analyze the current state of the fields. For example, a drone can spot a starting disease and save the crop.

The newest eco trends push companies to become more environmentally aware. They use technologies to create safer packaging. The issue of food waste is also getting more and more relevant. Consumers want to know that nothing is wasted. Thanks to the new technologies, the excess food is now used more wisely.

Food Technology Research Topics

If you are looking for qualitative research topics about technology in the food industry, here is a list of ideas you don’t want to miss:

• What machines are used in the food industry?
• How do robots improve safety in butchery?
• Food industry & 3D printing
• 3D printed food – a solution to help people with swallowing disorder?
• Drones & precision agriculture
• How is robotics used to create eco-friendly food packaging ?
• Is micro packaging our future?
• The development of edible cling film

• Technology & food waste : what are the solutions?
• Additives and preservatives & human gut microbiome
• The effect of citric acid on the orange juice: physicochemical level
• Vegetable oils in mass production: compare & contrast
• Time-temperature indicators & food industry
• Conventional vs. hydroponic farming
• Food safety: a policy issue in agriculture today
• How to improve the detection of parasites in food?
• What are the newest technologies in the baking industry?
• Eliminating byproducts in edible oils production
• Cold plasma & biofilms
• How good are the antioxidant peptides derived from plants?
• Electronic nose in food industry and agriculture
• The harm of polyphenols in food

Why does the life expectancy of people get higher and higher every year? One of the main aspects of it is the promotion of innovation in the medical area. For example, the development of equipment helps medical professionals to save many lives.

Thanks to information technology, the work is much more structured now in the medical area. The hospitals use tablets and the method of electronic medical records. It helps them to access and share the data more efficiently.

If talking about medical devices, emerging technologies save more lives than ever! For instance, operations done by robots are getting more and more popular. Don’t worry! Doctors are still in charge; they just control the robots from the other room. It allows operations to be less invasive and precise.

Moreover, science not only helps treat diseases but also prevent them! The medical research aims for the development of vaccines against deadly illnesses like malaria.

Some of the projects even sound more like crazy ideas from the future. But it is all happening right now! Scientists are working on the creation of artificial organs and the best robotic prosthetics.

All the technologies mentioned above are critical for successful healthcare management.

Medical Technology Research Topics

If you feel like saving lives is the purpose of your life, then technological research topics in the medical area are for you! These topics would also suit for your research paper:

• How effective are robotic surgeries ?
• Smart inhalers as the new solution for asthma treatment
• Genetic counseling – a new way of preventing diseases?
• The benefits of the electronic medical records
• Erythrocytapheresis to treat sickle cell disease
• Defibrillator & cardiac resynchronization therapy
• Why do drug-eluting stents fail?
• Dissolvable brain sensors: an overview
• 3D printing for medical purposes
• How soon will we be able to create artificial organs?
• Wearable technologies & healthcare
• Precision medicine based on genetics
• Virtual reality devices for educational purposes in medical schools
• The development of telemedicine
• Clustered regularly interspaced short palindromic repeats as the way of treating diseases
• Nanotechnology & cancer treatment
• How safe is genome editing?
• The trends in electronic diagnostic tools development
• The future of the brain-machine interface
• How does wireless communication help medical professionals in hospitals?

In the past years, technologies have been drastically changing the pharmaceutical industry. Now, a lot of processes are optimized with the help of information technology. The ways of prescribing and distributing medications are much more efficient today. Moreover, the production of medicines itself has changed.

For instance, electronic prior authorization is now applied by more than half of the pharmacies. It makes the process of acquiring prior authorization much faster and easier.

The high price of medicines is the number one reason why patients stop using prescriptions. Real-time pharmacy benefit may be the solution! It is a system that gives another perspective for the prescribers. While working with individual patients, they will be able to consider multiple factors with the help of data provided.

The pharmaceutical industry also adopts some new technologies to compete on the international level. They apply advanced data analytics to optimize their work.

Companies try to reduce the cost and boost the effectiveness of the medicines. That is why they look into technologies that help avoid failures in the final clinical trials.

The constant research in the area of pharma is paying off. New specialty drugs and therapies arrive to treat chronic diseases. However, there are still enough opportunities for development.

Pharmaceutical Technologies Research Topics

Following the latest trends in the pharmaceutical area, this list offers a wide range of creative research topics on pharmaceutical technologies:

• Electronic prior authorization as a pharmacy technological trend
• The effectiveness of medication therapy management
• Medication therapy management & health information exchanges
• Electronic prescribing of controlled substances as a solution for drug abuse issue
• Do prescription drug monitoring programs really work?
• How can pharmacists help with meaningful use?
• NCPDP script standard for specialty pharmacies
• Pharmaceutical technologies & specialty medications
• What is the patient’s interest in the real-time pharmacy?
• The development of the vaccines for AIDS
• Phenotypic screening in pharmaceutical researches
• How does cloud ERP help pharmaceutical companies with analytics?
• Data security & pharmaceutical technologies
• An overview of the DNA-encoded library technology
• Pharmaceutical technologies: antibiotics vs. superbugs
• Personalized medicine: body-on-a-chip approach
• The future of cannabidiol medication in pain management
• How is cloud technology beneficial for small pharmaceutical companies?
• A new perspective on treatment: medicines from plants
• Anticancer nanomedicine: a pharmaceutical hope

🚈 Transportation Technologies

We used to be focused on making transportation more convenient. However, nowadays, the focus is slowly switching to ecological issues.

It doesn’t mean that vehicles can’t be comfortable at the same time. That is why the development of electric and self-driving cars is on the peak.

Transportation technologies also address the issues of safety and traffic jams. There are quite many solutions suggested. However, it would be hard for big cities to switch to the other systems fast.

One of the solutions is using shared vehicle phone applications. It allows reducing the number of private cars on the roads. On the other hand, if more people start preferring private vehicles, it may cause even more traffic issues.

The most innovative cities even start looking for more eco-friendly solutions for public transport. Buses are being replaced by electric ones. At the same time, the latest trend is using private electric vehicles such as scooters and bikes.

So that people use public transport more, it should be more accessible and comfortable. That is why the payment systems are also being updated. Now, all you would need is to download an app and buy a ticket in one click!

Transportation Technologies Research Topics

Here you can find the best information technology research topics related to transportation technologies:

• How safe are self-driving cars ?
• Electric vs. hybrid cars : compare & contrast
• How to save your smart car from being hijacked?
• How do next-generation GPS devices adjust the route for traffic?
• Transportation technologies: personal transportation pods
• High-speed rail networks in Japan
• Cell phones during driving: threats and solutions
• Transportation: electric cars effects
• Teleportation: physics of the impossible
• How soon we will see Elon Musk’s Hyperloop?
• Gyroscopes as a solution for convenient public transportation
• Electric trucks: the effect on logistics
• Why were electric scooters banned in some cities in 2018?
• Carbon fiber as an optional material for unit load devices
• What are the benefits of the advanced transportation management systems?
• How to make solar roadways more cost-effective?
• How is blockchain applied in the transportation industry
• Transportation technologies: an overview of the freight check-in
• How do delivery companies use artificial intelligence?
• Water-fueled cars: the technology of future or fantasy?
• What can monitoring systems be used to manage curb space?
• Inclusivity and accessibility in public transport: an overview
• The development of the mobility-as-a-service

All in all, this article is a compilation of the 204 most interesting research topics on technology and computer science. It is a perfect source of inspiration for anyone who is interested in doing research in this area.

We have divided the topics by specific areas, which makes it easier for you to find your favorite one. There are 20 topics in each category, along with a short explanation of the most recent trends in the area.

You can choose one topic from artificial intelligence research topics and start working on it right away! There is also a wide selection of questions on biotechnology and engineering that are waiting to be answered.

Since media and communications are present in our everyday life and develop very fast, you should look into this area. But if you want to make a real change, you can’t miss on researching medical and pharmaceutical, food and energy, and transportation areas.

Of course, you are welcome to customize the topic you choose! The more creativity, the better! Maybe your research has the power to change something! Good luck, and have fun!

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• The Complete Beginners’ Guide to Artificial Intelligence: Forbes
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• Technology Is Changing Transportation, and Cities Should Adapt: Harvard Business Review
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• Recent papers in Technology: Academia
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• Top 5 Topics in Information Technology: King University Online
• Research in Technology Education-Some Areas of Need: Virginia Tech
• Undergraduate Research Topics: Department of Computer Science, Princeton University
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• Developing research questions: Monash University
• Biotechnology: Definition, Examples, & Applications (Britannica)
• Medical Laboratory Science Student Research Projects: Rush University
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Thanks so much for this! Glad I popped by and I sure did find what I was looking for.

Thanks for your kind words, Sanny! We look forward to seeing you again!

Thank you very for the best topics of research across all science and art projects. The best thing that I am interested to is computer forensics and security specifically for IT students.

Computer science focuses on creating programs and applications, while information technology focuses on using computer systems and networks. What computer science jobs are there. It includes software developers, web developers, software engineers, and data scientists.

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130 Information Technology Research Topics And Quick Writing Prompts

The field of information technology is one of the most recent developments of the 21st century. Scholars argue that we are living in a technological age. Despite this buzz, however, many students still find it challenging to compose an information technology research topic.

Nonetheless, we are here to show you the way and lead you accordingly. Let us explore professional topics in information technology together then.

Quality Information Technology Topics For Research Paper

• The effects of Artificial Intelligence on complex and tedious tasks
• Discuss the development of computational & synthetic biology in research
• What are the limitations to the study of computer architecture in colleges?
• Discuss the evolution of animation, computer graphics, and game science
• Critically analyze how computing is contributing to the development
• What are the emerging fields of study in computer data science?
• How to manage data in the age of the 5G technology
• The impact of human-computer interaction on innovations
• How is machine learning exposing students to more recent opportunities in life?
• Evaluate molecular information systems and their role in biotechnology
• How information technology has contributed to natural language processing
• What are the latest developments in programming languages and software engineering
• Analyze emerging opportunities in the field of Robotics

College Research Paper Topics in Information Technology

• The rising security and privacy concerns with technological advancements
• What are the considerations when setting up systems and networking?
• Discuss the theory of computation and its contribution to information technology
• Why is ubiquitous computing attracting fewer students?
• The role of wireless and sensor systems in making the world a safe place
• Reasons, why cloud computing has helped save on space and efficiency
• Why are most computer students comprised of the male?
• Discuss the essence of amorphous computing in the 21st century
• How has biomedical mining impacted the health sector?
• Can cyborgs relate well with the man?
• How neural networking is making brain surgery a swift process
• The role of swarm intelligence in collaboration and brainstorming
• How are companies maximizing the use of Big Data?

List of Topics For Research Paper in Information Technology

• Discuss how the Internet of Things is transforming how people conduct their activities
• Challenges to software-defined networking
• How are marketers and promoters taking up software as a service?
• The role of augmented reality and virtual reality in healthcare systems
• How intelligent apps are making life easier for man
• The role of information technology in detecting fake news and malicious viral content
• Long term effects of a technologically oriented world
• Technological advancements that made it possible for the SpaceX shuttle to land on the International Space Station
• How technology is making learning more practical and student-centered
• What role has technology played in the spread of world pandemics?
• How are governments able to shut down the Internet for their countries during particular events?
• Does social media make the world a global village or a divided universe?
• Discuss the implications of technological globalization

Unique Information Technology Research Topics

• Discuss the areas of life which have been least exploited using technology
• What are the considerations for setting up an educational curriculum on computer technology?
• Compare and contrast between different computer processing powers
• Why is Random Access Memory so crucial to the functioning of a computer?
• Should computer as a subject be mandatory for all students in college?
• How information technology has helped keep the world together during the quarantine period
• Discuss why most hackers manage to break firewalls of banks
• Are automated teller machine cards a safe way of keeping your bank details?
• Why should every institution incorporate automated systems in its functions?
• Who is more intelligent than the other? Man or Computer systems?
• How is NASA implementing the use of Information technology to explore space?
• The impact of automated message replies on smartphones.
• Do mobile phones contain radiations that cause cancer?

IT Research Topics For High School Students

• How does natural language processing compare with machine learning?
• What is the role of virtual reality in the entertainment industry?
• Discuss the application of computer vision technology in autonomous cars
• How have CCTVs assisted in keeping the world safe?
• Effects of phishing and spying on relationships
• Why cyber espionage is on the rise in the face of the 5G technology
• Compare and contrast between content-based recommendation vs. collaborative filtering
• Evaluate the interconnection between the Internet of things and artificial intelligence
• Analyze the amount of data generated from the Internet of things in devices
• Ethical and legal implications of various technological practices
• How technology has contributed to the formation of Genetically Modified Organisms
• Describe in detail the vaccine development process
• Why nanotechnology may be the only hope left in treating HIV

Hot Topics in IT

• How companies can incorporate information technologies in their policy management systems
• The role of IT in enhancing service delivery in customer care centers
• How IT has made advertising more appealing and authentic to the consumer
• Discuss the innovation of the Next Generation education systems
• Why are there fewer Information Technology colleges and universities in developing countries?
• Discuss WIFI connectivity in developed countries
• What are the considerations when purchasing a Bandwidth Monitor?
• How to create an effective Clinic Management System for intensive care
• Factors that necessitate the development of an Enterprise Level System Information Management
• Is it possible to develop fully functional Intelligent Car Transportation Systems?
• Why the world should adopt E-Waste Management systems ASAP
• Discuss the impact of weather and climate on internet strength and connectivity
• The role of advanced information technologies preserving classified documents

Interesting Information Technology Topics

• Human resource information management systems in large organizations
• Evaluate the effectiveness of online enterprise resource planning
• A critical analysis of object tracking using radial function networks
• How has Bluetooth mobile phone technology developed over time?
• Ethical challenges arising from new media information technologies
• How the computer has developed over the last decade
• The role of social media in enhancing communication strategies
• Why new media technologies have made physical newspapers obsolete
• The impact of the Internet of news sourcing, production, distribution, and sharing
• Discuss the structures of various communication structures
• How social media is making ads easily accessible
• The impact of social networking sites on personal contact
• Discuss the latest content marketing ideas in the wake of information technology

Topics Related To Information Technology

• The impact of media exposure to adolescents and teenagers
• How mass media is slowly but surely taking over the place of personal socialization
• How to use the Internet and interactive media as advertising tools
• Discuss the trends in music marketing in a digital world
• The use of hype in new media technologies
• The impact of using YouTube and video blogs in communication messages
• Discuss the challenges that are arising as a result of new media technologies
• How to build trustful relationships in virtual communication channels
• Why it is impossible to maintain privacy in social media
• Reasons why cyberbullying continues to persist in various communication technologies
• The change in interpersonal communication with the invention of information technology
• Is the future of information technologies right?
• Discuss how sensationalism is persisting in the wake of new media technologies

Research Proposal Topics in Information Technology

• Is it possible to live in a world without social media?
• The impact of mass media on morality and decency in the 21st century
• Advantages and disadvantages of renewable energy sources
• How effective is hydrogen power over others?
• An overview of renewable energy technologies
• The impact of robots in improving food safety
• How are drones useful in keeping large acres of land secure?
• The impact of 3D printing on the practice of medicine
• The effectiveness of having robots in infectious disease units
• The impact of hydroponic farming
• How to improve disease control using technology
• Eliminating poisonous substances in food using technology
• The effectiveness of robotic surgeries

Hot Topics in Computer Science

• Distinguish between virtual reality and human perception
• How are the inventions in the field of computer science transforming the world
• Evaluate the effectiveness of high-dimensional data modeling
• Limitations to the field of computer science
• Are colleges and universities producing competent computer scientists?
• How ethical hacking has turned out to be worse
• The essence of having specialized banking systems
• What is the most effective security measure: A serial code or fingerprint?
• The development of programming languages
• The effect of computational thinking on science
• Is it possible to eliminate stalking?
• Ways of improving patent rights for technological innovations
• An overview of the different types of software security

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226 Information Technology Essay Topic Ideas & Examples

🏆 best information technology topic ideas & essay examples, 📑 good research topics about information technology, ⭐ simple & easy information technology essay titles, 💡 interesting topics to write about information technology, ✍️ information technology essay topics for college.

• Dream Jobs in Information Technology Industry Our dream as computer science and engineer students is to be a member of one of the best companies in the world, and to proof our abilities of being computer scientist and engineers to help […]
• Information Technology and Human Society It led to the creation of the Internet that enabled computer users in India to communicate to computer users in the United Kingdom, the United States and even as far as New Zealand.
• Information Technology in the Employment Field Information technology is the branch of technology devoted to the study and application of data and the processing thereof. Moreover, the development and use of the hardware, software, firmware, and procedures associated with this processing […]
• Information Technology and Artificial Intelligence The first limitation is the speed of information transfer, which, thanks to the advances in information technology, is becoming faster and faster. Advances in information technology and the AI would have to remove the biological […]
• UPS: Transforming Business Through Information Technology In particular, the analysis will explore the company growth strategies, the reasons why the company diversified into logistics, the basic tools that were developed by the company and how the tools enable the company remain […]
• Information Technology Impacts on the Logistic Industry The advent of information technology has led to the enhancement of organizational services through the adoption of IT. The following objectives will guide the study: Firstly, this paper investigates and reports on the state or […]
• The Information Technology in Medicine Thus, the most significant insight acquired during the course is the high necessity of learning how to convey the importance of information technology to the patients in the simplest way possible.
• Information Technology Specialist as a Profession The field of IT industry is vast, and it is full of opportunities for young specialists. However, it is also important to understand that the given prevalence of positive factors in an IT specialist field […]
• Groupon Company’s Information Technology and Competition This has helped the company to be competitive in its target markets. In other words, the Groupon Company gains a competitive advantage by integrating information in its operations.
• Amazon’s Innovation Using Information Technology The foundation of the company’s business model is innovative marketing based on media products because of the ability to reach potentially higher numbers of customers in different corners of the globe.
• Pros and Cons of Information Technology Some of the disadvantages of the improved technology include new forms of pollution that are as a result of the gadgets used to access the resource.
• The Importance of Information Technology in Healthcare The act has four subtitles whereby subtitle A deals with the adoption of health IT, subtitle B deals with testing of health IT, subtitle C is concerned with loans and grants for funding, and subtitle […]
• Information Technology and Security However, it needs to be said that current system is in need of improvement because data is not as secure as it should be, and it is evident that numerous issues are present.
• Information Technology Department and Its Management The biggest issue that is often discussed is that it is hard to determine the number of resources that should be focused on it.
• Thomas Friedman on Globalization and Information Technology Freidman explains that the convergence of technological innovations especially information technology tools such as the internet and the mobile phone, and political occurrences such as the fall of the Berlin wall as well as the […]
• Cirque du Soleil and Its Information Technology The type of knowledge stored in Cirque Memory includes but not limited to the following: artist’s make-up and costumes; sets; staging; casting, sketches;
• Information Technology in FedEx This report investigates the current information technology systems being used by Fedex Corporation and evaluates the effects of the adoption of these systems on the performance of the company in terms of productivity and profitability.
• Information Security of Information Technology With the growth of information technology and its increased access, information security is a point of concern especially in regard to the transmission of the same.
• Google’s Strategic Use of Information Technology: Profitability and Corporate Social Responsibility One can just imagine the confusion, anguish and despair felt by the residents of the city in the aftermath of the disaster.
• Artificial Intelligence Effect on Information Technology Industry By highlighting common high-risk ethical decisions through a modified version of the trolley dilemma in a military scenario, the article demonstrates the importance of ethical concerns in the design and training of AI.
• Information Technology Project Management I aspire to join this Master’s degree program since it will help me develop the expertise in various areas of project management and real estate.
• Smartphones and Information Technology Systems Management Smartphones such as BlackBerry have applications that increase the accessibility of information, which is critical in enhancing the organisations’ effectiveness particularly in the management of tasks and projects.
• Ethicality in Information Technology To avoid these are designed significant frameworks that consider issues of morality as pertaining to privacy of information, environmental aspects; how agents should carry themselves in the info-sphere, information life-cycle; how information is created, distributed […]
• First American Financial Corporation: Ethics and Information Technology It is impossible to assess and determine when and how the stolen personal information will be used in the future. Moving forward, the company should invest in data security systems to ensure that clients’ information […]
• Information Technology and Knowledge Management When considering knowledge management in the context of information technology, we can deduce that it involves the use of electronic computers and software’s to stock up, protect, recover and safely process information hence making it […]
• Emirates NBD’s Information Technology Project The importance of the merger of the two banks is immense: it has created a powerful and effective financial institution in the region.
• Information Technology: Peer-to-Peer Computing At the same, users also want the ease of use and anonymity in P2P computing. Users must learn the technical aspects of P2P computing in order to collaborate and communicate.
• How Business Sectors Benefit from Information Technology? The industry is quite promising since in the past few years, more initiatives have been released to the market and in regards to that, future systems will be required to do more complex procedures requiring […]
• MDCM Inc.: Embracing the Information Technology In the 1980s, the firm was among the largest corporations in the industry owing to its success in manufacturing medical devices and customer satisfaction.
• Impact of Information Technology on Global Business and Competitive Advantage This essay has looked into how information technology has influenced businesses that operate in a global environment and how businesses can create competitive advantage using information technology.
• Information Technology in Microsoft’s Business as a Project Topic The weaknesses are the lack of implementation of innovative technologies at the moment and the business’s vulnerability to cyber-attacks. Opportunities for the company lie in the expansion of business through the acquisition of successful companies […]
• Barriers That Exist for Women in Information Technology (IT) This study seeks to examine the individual perception of women working in IT to identify the barriers women now encounter, and shed light on the diminishing and overall disproportionate number of women in IT.
• Information Technology’s Impact on Education The apparent relationship is that the curriculum philosophy of the past and the one used today focuses on scientific principles as a basis of education.
• Health Information Technologists and Medical Registrars In fact, my role is to support the information systems used in a medical institution and optimize its work to improve patients’ health and maintain the confidentiality of their personal information.
• Health Information Technology: The Main Benefits The promising functionality of HIT has attracted media attention, but its eventual implementation faced obstacles such as a lack of technological resources or inability to understand which types of HIT must be used. Thus, HIT […]
• FBI Information Technology and Data Scientist Jobs An FBI IT Specialist supports the FBI facilities with the enactment and daily operations of the computers, printers, and other IT devices.
• The Role of Health Information Technologies In the summarized study, the authors explored the role of Health Information Technologies for health improvement through the safe integration of primary care and behavioral health.
• Information Technology and Pedagogy in Nigeria Both public and private universities across the world have embraced the ICTs and are keen to utilize the potential of this technology to improve both the quality and efficiency of education. What are the environmental […]
• Healthcare Information Technologies Solanas et al.express criticism of current healthcare software concerning its users frequently feeling overloaded by the volume of data shown, making it difficult for them to identify and sort through the information.
• Information Technology in Healthcare Addressed below are the benefits of the goal, concerns of the goal in relation to the Health Insurance Portability and Accountability Act.
• Information Technology Influence on Ethics Due to the development of the Internet and ICT, which means information and communication technology, and the ability to collect, store, and steal users’ data, this topic has become more confusing.
• Information Technology Support for Virtual Teams This paper focuses on some of the challenges faced, the advantages and disadvantages of virtual teams, and gives a comparison between virtual and traditional teams.
• Virtualization Technique in Business Information Technology Fundamentally, virtualization improves the adaptability, effectiveness, and scalability of computer systems and applications by allowing for the coexistence of many software-based ecosystems on one hardware.
• Ethics and Information Technology in the Medical Workplace However, one is to choose: either their privacy is not to be violated at all, or the apprehension of criminals and the provision of global security are to be assured.
• ReliaQuest: Information Technology Security After successfully getting the data, the team would analyze and compare it to the official copy ABC retained to ascertain that it was indeed customers’ personally identifiable information.
• Project Management in Information Technology Sphere The other issue was the shift of the department that was involved in the construction of the software and conversion from papers to electronic devices.
• Information Technology Aspects and Issues Two Uses of ICT at Home ICT has a variety of utilities, and it has proved relevant in the home environment. In the home environment, it is used for social media access. Currently, people can communicate and interact with others in the comfort of their homes. Another good use of social media is when it […]
• Healthcare Administration: The Role of Information Technologies Sometimes people can use the OR and AND tools to calculate the probability. In addition to probability, Excel allows people to calculate measures of the central tendency.
• Health Information Technology and Its Benefits In facilities where HIT has not been introduced, disruptions may occur in the work of the medical staff and in determining the treatment of patients.
• Gulf Information Technology Exhibition Global X AI 2021 The program, which first debuted in 1981, highlights the transformative ideas that will shape the future of society and commerce in the coming decade. The Future Blockchain Summit was the region’s first and biggest Blockchain […]
• Integrating Cybersecurity Framework With Information Technology Governance Frameworks ISMS builds a model of relationships between the aforementioned activities, and, as Almuhammadi and Alsaleh argue, companies “understand their cyber security risk management approach and what are the processes in place to manage the risk”.
• Information Technology Code of Ethics & Responsibilities According to the social contract theory, the government has the obligation of ensuring the security of individual and organizational information by instituting laws on the protection of their privacy.
• Information Technology Systems in Universities These two approaches adopted by Campus A enabled it to handle the challenges faced early during the implementation of the new IT system.
• Digital Privacy in an Information Technology Age Such software could allow collection of private information for instance by evaluating the information that employees send through the company’s information systems.
• CPOE: Information Technology Marketing CPOE or Computerized Physician Order Entry is the technology that involves the exchange of data on treatment instructions and requirements with the help of CPOE software.
• Information Technology Marketing: CPOE The use of CPOE in healthcare is beneficial to healthcare institutions, healthcare practitioners, and patients due to the number of advantages that it involves.
• The Information Technology Security Strategy Three excellent data practices are confidentiality, availability, and integrity: Confidentiality refers to the protection of confidential data by restricting access to it for those who have been trusted. The COBIT arrangement includes contractual contracts in […]
• Health Information Technology: Aims and Applications In general, health information technology aims to improve care coordination and delivery by providing remote access to patient data and other necessary information for clinicians, allowing asynchronous communication, and improving legibility.
• Ethical Decision Making and Information Technology Recommendations for effective, ethical decision-making in driverless vehicles are the use of natural language to interpret the rules which determine the actions of the vehicles before and during crashes, and rational ethics.
• Health Information Technology Adoption in California Community Health Centers California has a robust health information technology landscape, which consequently facilitates the adoption and implementation of the electronic health records and health information exchange.
• Information Technology Evaluation in Healthcare Given that the individual will not have the benefit of sharing the information collected before compiling the final report, it is necessary to use conventional tools such as questionnaires to collect data and statistical analysis […]
• Information Technology in Healthcare of Future The author of this article is a renowned researcher in the field of family medicine and has been involved in numerous healthcare-related programs.
• Information Technology Sector of the Government If the US does not protect its private sector, cyber attacks by criminals and agents of foreign governments will compromise national security.
• Role of Information Technology in the Business Sector In this way, the author concludes that IT is powerful enough to affect the successfulness of business and its competitiveness. It is also vital to ensure that IT is aligned with the overall business goals […]
• Information Technology Metrics and Measurements The size of the project and the kind of team to be used by the manager help in making decision as to whether the project is worth to be undertaken or not.
• Information Technology Quality Management Project So the following factors have to be considered: Cost of the Smart Phone including the future cost of maintenance, Expected output / Results nature of the job in relation to the phone, Altitude of the […]
• Using Information Technology to Analyze Financial Market The difference now is that with the wide availability of personal-use software and the wide spread of internet helped to maintain all the data needed quicker and without the need to special skills or expensive […]
• How “Making It Eco Friendly” Is Related to Information Technology and the Environment In itself, IT is related to making IT eco friendly if resources such as IT hardware utilized are environmentally friendly and the actions of users uphold conservation of the environment.
• Australian Prisoner System’s Strategic Information Technology Project After that, it is estimated that it will take 8 months to implement the rest of the project which will consist of installing the RFID readers and scanners, placing in the new prison doors, training […]
• Digital Privacy Value in an Information Technology Age Also, from the perspective of a potential employer, having access to such information enables them to evaluate whether an individual is suited for a particular position based on their history of debt, health and various […]
• Evaluation of Health Information Technology Since most data will be categorical, this can be a terrifically effective technique of analyzing data because it will also be immensely useful to this project.
• Healthcare Information Technology: Systems Analysis & Design This implies that workers in an organization need to have information and skills that they use to advise patients on the usage of certain things such as drugs.
• Influence of Ethics on Information Technology The purpose of this paper is to discuss the influence of ethical and legal issues on the usage of information technology in health practices.
• Digital Information Technology The nature of the configuration of the data path is also an important element in the design of data path and controller design.
• Ethical Considerations in Information Technology Some of these rules of ethics in security information include respect to matters of privacy and anonymity, taking responsibility, respect to intellectual property, and provision of diligent and professional services to principals and even acting […]
• Information Technology Acts: Overview The main purpose of the law is to “provide a basic framework establishing the rights, liabilities, and responsibilities of participants in electronic fund transfer systems”.
• Information Technology to Enhance Competitiveness The research will also crystallize risks and threats of information technology as employed by the SMEs in their attempt to seek the competitive advantage.
• Stakes International Information Technology Project Stakes International is developing an intranet-based dashboard that will assist the management to place queries to the firm’s database and receiving information such as the current financial status of the firm, the status of development […]
• Information Technology Project Management Standards Project management involves the management of the scope to be covered, time to be taken in completing the project as well as the total cost of completing the entire project.
• Managing Information Technology Strategic Issues According to Melymuka, the issue of IT management really requires the formulation of sound strategies in which the business or the company would find it quite helpful in achieving its laid goals and objectives both […]
• Information Technology Infrastructure Anything to be communicated like a message starts at the application layer with the top layer and moves down the OSI layers to the bottom layer which is the physical layer.
• The Multimodal Theme of Information Technology This report compares the integration of the multimodal theme of information technology in the strategic, learning process and belief system of an organization in order to determine the feasibility of information technology integration in organizational […]
• Information Technology System Some important reasons for the IT projects failure in United Kingdom are From the above illustrated diagram it is clear that for the failure of an IT Project there are many reasons. Lack of skilled […]
• Use of the Information Technology to Solve Crimes: DNA Tests and Biometrics The modus operandi of the IAFIS is as follows: The fingerprints are taken after arrest, processed locally, and then electronically transmitted to state or federal agencies for processing.”The fingerprints are then electronically forwarded through the […]
• Advent of Information Technology in Business This article also talks about the need to tie together the bonds of a business manager and an IT manager. Based on this article and the analysis I have made, I personally believe that each […]
• Language Teaching Through Information Technology This paper shows that the use of IT and multimedia in language teaching is gaining recognition. With the help of computer and IT, these stakeholders can easily utilize these tools in language teaching.
• Information Technologies and Disaster Management In this article, Sakurai and Murayama present examples of the application of information technology in various stages of disaster management, including preparedness, recovery, response, and risk reduction.
• Advancement in Health Information Technology As the importance of digital technology in nursing and the need to develop respective skills for handling health-related issues with its help in the nursing context becomes evident, the need for policies encouraging the digitalization […]
• Health Information Technology for Economic and Clinical Health Legislation It demonstrates the effectiveness of financial incentives in relation to the informed use of EHR. All things considered, HITECH legislation certainly contributed to the advent of information technology and its active use in the sphere […]
• Information Technology: The Impact of Paperless Thus, this theory will be helpful for the proposal since it will facilitate the process of converting paper documents into a digital form. Therefore, this theory will promote the process of going paperless.
• UMRS Company’s Information Technology Solution The analysis of the described scenario leads to the conclusion that UMRS faces several problems that need to be solved for the successful implementation of the product.
• Electronic Healthcare Records Adaptation: Improving the Health Information Technologies According to Xierali et al, the incorporation of information technology in medical records promotes the quality of care and efficiency of the workflow.
• Information Technology in Operations Management In spite of the difficulty to automate driving in roads with heavy traffic as correctly observed by Levy and Murnane, the challenge of building a computer that can substitute for human perception and pattern matching […]
• Information Technology Security Assessment Methodologies According to Cherdantseva et al, a quantitative method of risk assessment enables an IT department to understand the financial impacts of probable risk.
• Information Technology Business Outsourcing: Justify Research Design In this research, questionnaires will be administered to the employees of these businesses and to the general public that have knowledge regarding the use of Outsourcing in Information technology.
• Investment in Information Technology The overpricing of IT products has driven the many customers away and this has made the industry relatively unprofitable to invest in.
• Improving Taxi Businesses With Information Technology The in-vehicle appliances act as tools that boost the output and efficiency of the driver’s functions as well as the services rendered to the customers.
• Information Technologies: The Goals and Assignments of Club It Thus is of paramount importance for Club IT since by means of the website Lisa and Ruben have the possibility to communicate with their clients.
• Information Technology in Business Imagine a news channel where work is done in a very fast pace, in coming of information, screening and sorting it out, getting them edited, capturing proper footages, stopping on air program to break the […]
• Business Computing and Information Technology In order to be fast and accurate in today’s world there is need of the machines to do the work, especially calculations.
• Information Technology Transitional Operations The effects dimension looks at the consequences or the impact that information technology has on an individual, the state and the transnational organization The aim of effect dimension is to asses the extent of the […]
• Kudler Fine Foods Deploying Information Technology The draw of the consumers will be based on time spent in the store and frequency of visits to the store and number of guests they bring to the store.
• Information Technology: Ethical Issues in Computing Codes of ethics and strict laws are aimed to prevent attacks and introduce social responsibility issues in the computing field. Competition is said to encourage innovation and the development of new technologies.
• Information Technology: Net Neutrality The advantages of this kind of process are that the users can access information of any type of information without any assistance from the programmers or the professionals on how to carry out the search […]
• Personnel Gap in Information Technology and Medicine in Rural Settings When filling IT and medical positions in rural Australia with foreign-trained IT professionals and medical personnel, organizations need to be ready to provide intensive English training to help these individuals to learn to communicate with […]
• CareGroup’s Healthcare Information Technology Outage Learning is another crucial recommendation to consider because of the need to ensure that the entire team of the IT department is knowledgeable in the inner workings of the established system.
• Information Technology Gives a Platform for Organization, Efficiency, and Easy Accessibility The advantage of this is that it will help boost the productivity of the department because members of the team will see that they do not have to spend too much of their time manually […]
• Information Technology Shared Services for Business The mission of ITSS is to provide reliable, available, and secure centralized IT services to customer departments in a responsive and cost-effective manner for the following IT Services: Implementation Support.
• Importance of Health Information Technology This means that even the remotest parts of the world can acquire and implement advanced health technologies to meet the needs of more patients.
• Drawbacks and Benefits of Modern Information Technology in Nursing In its white paper, the National Council of State Boards of Nursing explains that it is critical to educate nurses about the threat to patient confidentiality and privacy that comes with the use of social […]
• Information Technology Support in Turbulent Business Environments Thus, on the one hand, the corporate information system must ensure the effectiveness of the current business model, and on the other, possess the necessary level of flexibility to implement unpredictable changes in requirements.
• Disney Corporation’s Information Technology Infrastructure Library Although the implementation of ITIL might require significant changes in the work of organizations, the example of the Disney corporation demonstrates that the adoption of the framework is associated with many benefits, like improved customer […]
• Using Health Information Technology as a Source of Evidence Based Practice For instance, nursing benefits from the use of the given approach as it provides specialists with an opportunity to investigate a particular problem using relevant data from other sources and creating the most efficient intervention […]
• Information Technology Law: Hate Speech Online The appearance of the phenomenon of hate speech was influenced by the development of information technology with a focus on web 2.
• Information Technology in Nigerian Telecom Sector To clearly explain the roles that IT has effected in enabling the establishment of competitive strategies in the Nigerian telecom sector.
• Information Technology Infrastructure Library Service Desks Martinez & Hobbi also believe that the success of customer service also varies with the flexibility of customers to adjust to the context of their suppliers companies. From the importance of customer service to businesses, […]
• Ethical Conduct in Information Technology Profession The scope of this report brings out the various codes that guide IT security professionals and the validity of these codes in relation to ethical conduct.
• Information Technology Position: Recruitment Plan A resources plan as part of the job analysis process at BITTCORE.com can identify arising issues related to factors like the growth of the job holder, the value of the job, the effect of the […]
• Information Technology in Mergers and Acquisitions Furthermore, the creation of the configuration management database and assert management tool may be helpful to renew the IT work as soon as possible after the merger and help track the elements put into the […]
• Information Technology Project and System Development In the case of the A/P project, quality and scope functionality were compared with cost and time. However, it later emerged that quality was of the essence in the project and so was the time […]
• Professional Conduct in Information Technology Field An IT specialist must carry out self-evaluations regularly to meet the demands of the existing It standards in terms of knowledge and skills.
• Information Technology Management: Media Richness Theory The field of information technology has emerged as one of the most important ones due to the increasing relevance of information flow and management.
• Hunter Institute’s Information Technology Project In addition to that, we need to point out that each of the project activities was based on continuous cooperation with the administration of the Hunter Institute, the students of this institution, and the faculty.
• SamTech Middle East Company: Information Technology To continue, the hard work of the company’s team, together with the growing popularity of IT solutions provided by SamTech Middle East has helped the latter to be recognized as one of the most successful […]
• Saudi Arabia Information Technology: Artificial Intelligence The systems could therefore not fulfill the expectations of people who first thought that they would relieve managers and professionals of the need to make certain types of decisions.
• Information Technologies and E-Commerce Outsourcing It would be proper to state that various accounting processes become much clearer and predictable when a certain amount of work is outsourced.
• Health Information Technology Workflow Assessment In the organization, it would be possible to apply checklists and interviews simultaneously for the collection of data about how workflows related to the use of the new EHR system is organized.
• Medical Errors Reduction Through Information Technology The goal of this research is to show that information technology may reduce the frequency of medical errors. Medical errors are a serious issue for many hospitals, but they may be reduced in frequency with […]
• Citibank Tanzania: Information Technology Trends Lack of action from Citibank can be connected to the security issues mentioned above because creating proper infrastructure for such technology would require both financial and human resources.
• Coca-Cola Company Using Information Technology The IT solution presented can be applied to the Coca Cola as it seeks to increase its global market share despite the increasing competition in the market.
• Health Information Technologies: Electronic Patient Record Initially, I was hugely in favor of the use of EPR in a hospital setting as it accounts for availability, legibility, and accuracy of data.
• Business Analytics in Software and Information Technology Industry The specified realm incorporates the concept of communication, the active use of innovative technology and the idea of innovation as a business tool, in general, and the active promotion of business connections across the globe.
• Chief Information Technology Officer’s Duties The chief information technology officer of the corporation is the contractor of the highest rank, responsible for the acquisition and implementation of new technologies, information resources management. Today in the world of business, the CIO […]
• Information Technology Impact on Zayed University The structural dimension of an organization refers to concepts that point to the internal environment of the organization. Organizational culture refers to the dominant practices, such as the modes of communication and the hierarchy of […]
• Privacy Policies in Information Technology Firms In addition to the protection of the firms’ network, the IT firms must maintain the physical security of the computers. Physical security is important since it helps to protect the privacy of the data stored […]
• The Information Technology Department: Concept Map The concept map illustrated above shows key components of performance management that the Information Technology Department at DEWA can use for assessing its performance.
• Communication and Information Technologies in Health Care For an organization to be able to enjoy the benefits of such technologies, it is necessary to research all the available options and select the most suitable technologies for every specific type of work and […]
• Electronic Health Information Technology Implementation In my organization, a lengthy period of planning, a feasibility check, and analysis took place prior to the initiation of some practical stages of the project such as the implementation, testing, and maintenance.
• Information Technologies Compliance Audits The Turkish courts, which were the subject of his study, could adopt specific guidelines to enhance effectiveness and the ease of IT compliance audits.
• Information Technology Department Security Measures For the majority of modern companies, the process of data destruction is one of the essential procedures allowing the organization to run smoothly and manage their data efficiently while staying protected.
• Information Technology and Environment Sustainability The aim of this research paper is to analyze the available literature in order to obtain the information on the possible effects of IT on environmental sustainability and corporate social responsibility, determine its validity, locate […]
• Royal DSM Company’s Information Technology and Strategy As a result, van den Hanenberg developed a solution to the IT and business alignment debacle that calls for the standardization and simplification of the company’s IT infrastructure.
• Information Technology’s Role in Homeland Security This report informs the CEO of the targeted organization within the communications critical infrastructure sector about its role in securing the homeland and the major challenges facing the private sector.
• IPremier Company’s Information Technology Governance The first principle is meeting stakeholders’ needs, which implies the balance between the organizational goals, the use of resources, and the realization of benefits through IT utilization.
• Information Technology and Business Strategy Gap As previously noted, the business IT gap may originate from a failure to communicate effectively between the business and IT departments.
• Information Technology Equipment Replacement Policy The IT department is responsible for the production, review, and maintenance of IT equipment inventory, formulation of requests for replacement and disposal, and management of the equipment throughout its lifecycle.
• Risk Management in Information Technology Projects According to the summary given in the article, the risk management process in the IT industry does not differ significantly from its iterations in other areas.
• Health Information Technology Job in Hospital With this in mind, it is possible to conclude that the work of a HIT specialist is very important and influences the functioning of the whole hospital greatly.
• The Most Important Trends in Information Technologies The evolution of IT has resulted in the creation of multiple branches, tendencies, and trends, some of which are extremely promising and may change the world in the immediate future.
• Information Technology and Education Research This is one of the details that can be distinguished. This is one of the main suggestions that can be offered.
• Health Information Technology Strategic Planning Consequently, the primary goal of this paper is to assess the impact of different types of applications such as ERP systems and e-Health on the overall functioning of the healthcare organization.
• Information Technology, Its Role, Pros and Cons The work also gives ground for discussions related to the nature of technologies and their implementation in the majority of modern activities to increase their efficiency.
• Information Technology for Patient Waiting Time This paper looks at the handling of patients in the triage unit of a local hospital, to find ways of reducing the time spent in the triage waiting bay.
• Business-Information Technology Alignment Theories As a rule, business professionals and those that work in the IT department cannot bridge the gap that exists between them due to the alterations in their operations, which often leads to the usage of […]
• Enterprise Profitability and Information Technologies Depending on the level of adoption of the information technology by the organizations, the level of performance and success in terms of profitability would be assessed.
• Phoenix Company’s Information Technology Management As a consultant, the researcher will develop a plan that can be used by the management to judge the operation of the teams within the IT department in a discrete way to ensure that the […]
• Information Technologies and Management Styles The second research question would be to determine the effects of the level of Information Technology adoption to the performance levels in terms of payoffs.
• Governance and Business Ethics in Information Technology It would be important to note that good governance and business ethics are key elements for the success of any firm. Therefore, it would be important to analyse the significance of good governance and ethics […]
• Target Stores’ Information Technology Failures In the Target security breach, the hackers focused on the crucial information that is stored in the magnetic strip of the credit cards.
• Information Technologies in Business: Pros & Cons
• Schaeffer Co.’s Information Technology Outsourcing
• Information Technology Department in Organizations
• Haircuts Information Technology Scheduling Project
• Information Technology Architecture
• Haircuts’ Business: Information Technology Proposal
• Information Technologies: Secure Password’ Creation
• Information Technology Acts: Data Communication
• The Information Technology Revolution
• Bryant Homes Corporation Information Technology
• Surveillance Cameras and Information Technologies
• Information Technology Manager Job Description
• Information Technologies: Virtual Machines
• Information Technology Administrator Occupation
• Information Technology Companies
• Information Technology in Logistics Management
• The Role of Information Technology in Business Organization in Oman
• Ethical, Legal and Societal Issues of Information Technology Systems
• Strategic Value of Information Technology
• Connection Between Information Technology and Business
• Trendr Information Technology Strategic Plan
• Forbidden and Dangerous Information Technology
• Information Technology Through Systems
• Addressing Information Technology Access Challenges for Students
• Implementing Information Technology Driven Solutions for Supply Chain
• Organization Learning and Information Technology Management
• Information Technology Transformation in Organizations
• Information Technology (IT) Team
• Adapting to Rapid Changes in Information Technology
• Information Technology Enterprise Data Quality Management Case
• Impacts of Information Technology on Global Operations of Businesses
• Delivering Health Services: Adoption of Information Technology
• Policy, Team, and Information Technology Differences
• Management: Information Technology – Information Assurance
• Functions of Information Technology Security Community In Responding to Security Incidents
• Multimedia and Information Technology Contemporary Issues
• Information Technology and the Way in Which It Has Changed People’s Daily Lives
• Health Information Technology Adoption
• Strategic Information Technology Project
• Management Information Technology: Abu Dhabi Airport
• Abu Dhabi Airport Information Technology
• Impact of Information Technology on Customers
• The Flexible Use of Information Technology
• The Verbanet’s R&D Team Integration of Information Technologies
• Social Aspects of Information Technology
• Information Technology Changes in Business: Strategic IT Analysis
• Information Technology Infrastructure Library
• Multimedia and Information Technology: The Key Factors of the Human Society
• The Future of Large Face-to-face Meetings with Regards to Information Technology
• Researching Into Information Technology and Its Impacts on Society
• Zara and Importance of Information Technologies for Operation of Business Models
• System Administrators in Information Technology (IT)
• Information Technology in People’s Lives
• Application of Information Technology to Reduce Barriers to Services
• Information Technology Acts
• Ethical Behavior in the Information Technology Domain
• Introduction of Information Technology to Canadian Public Administration
• Six-Sigma Implementation in Information Technology
• Information Technology Project Implementation Failures
• Information Technology: Computer Software
• Information Technology and Creation of Business Value
• Planning for and Implementation of Information Technology in Civilian and Military Organizations
• Information Technology and Low-Cost Airlines
• A Critical Evaluation of the Impact of Project Management Office on the Organization’s Delivery of Information Technology Projects
• Health Information Technology and the Importance of Its Selection
• Implementing Information Technology In Healthcare
• Cryptography Paper Topics
• Digital Transformation Topics
• Web Technology Essay Topics
• Artificial Intelligence Questions
• Cyber Security Topics
• Communication Research Ideas
• Data Mining Titles
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222 Technology Research Topics For All Educational Levels

Students should always think first about the kinds of technology research topics that will fit assignment requirements, be interesting to reading audiences, and be easy to handle considering available resources and deadlines. If the task seems overwhelming, they can always explore options to hire someone to write a paper .

Table of Contents

Research proposal topics in information, medical laboratory technology research topics, interesting information technology topics, research paper topics on technology, interesting technology topics for middle school, controversial technology topics in 2024, research topics about technology, trending topics in technology for 2024, current science and technology topics, controversial topics in technology.

It can be difficult to find a good technology topic given all the responsibilities students face throughout a semester. We have 222 argumentative technology topics:

Students that need to write a research paper often need to submit a proposal beforehand. So, we have gathered several ideas topic about technology for research paper that may inspire them to explore areas in this field:

• What are the negative effects of implementing digital tools in the workplace?
• How effective are virus and malware security systems today?
• What do simplified data mining and processing mean for businesses?
• What concerns did IT advancements raise related to security and privacy?
• What are the risks of leaving a wiped hard drive accessible?
• How did globalization change because of information technology?
• Should businesses stay away from automatizing their processes?
• What should an IT specialist consider when setting up a network system?
• How has cell phone technology made people more productive?
• How have IT advancements helped the cause for true freedom of speech?
• Is internet marketing a dying industry or are consumers still clicking?
• What is the difference between ethical and unethical hacking?
• What are the major differences between iOS and Android?
• In what ways has money laundering changed because of the internet?
• Why are there fewer students interested in ubiquitous computing?
• Do hackers have the advantage when it comes to identity protection?
• Does cell phone technology make people less or more productive?
• Is there such a thing as internet privacy or are we all being watched?
• What are the major factors behind the increase in online gambling?
• What are the risks of using cryptocurrency for online transactions?
• In what ways has brain processing changed because of digital reading?
• What impact have hackers had in stopping terrorist attacks?

The field of medical laboratory technology is a growing area that offers many professional opportunities. These research topics on technology offer a wide range of interesting questions worth exploring:

• What will a comparative study of electrolytes and lipid profiles tell us about diabetes?
• What are the most common lipid levels in people with Type 2 Diabetes?
• What is the impact of alcohol consumption in athletes that are training?
• What impact does the study of ADCC activity have on HIV treatment?
• What role do CDfT-Cell Subsets have in the progression of HIV in patients?
• How does ethanol seed extract affect patients with cancer?
• What are the most important skills needed to become a medical lab technician?
• What are the biggest challenges of medical laboratory funding?
• How much do clinical laboratory testing influence medical decisions?
• In what ways has the role of the medical laboratory technologist changed?
• What is the clinical connection between cardiovascular health and leukemia?
• How does the evaluation of ANRIL variants impact the study of lung cancers?
• What is the best way to investigate the effects of antiviral proteins?
• How useful are peripheral blood cancer markers in our understanding of melanoma?
• What are the biggest challenges in the field of medical technology?
• What role do robots have in the healthcare field?
• How important is it for medical lab techs to further education?
• What have been the biggest innovations in the field of medical laboratory technology?
• How can we improve blood transfusion using technology?
• What can we learn from the rise of medical laboratory data?
• What does the analysis of a high-fat diet tell us about cholesterol levels?
• What does the future of medical lab tech hold for students?

These technology related topics are tougher and are designed for students that have learned the fundamentals of conducting good background research using both online and print resources:

• How has the internet affected the daily lives of people?
• What impact has the media have in spreading information on the web?
• What are the most important health technologies around the world?
• What is the biggest technological discovery of the 20th century?
• Can technology ever replace human intelligence?
• What role does technology have in the advancement of genetic engineering?
• In what ways have the rules of war been impacted by technology?
• Which technology do you think has had the greatest impact on society?
• What are the advantages of having technology in the workplace?
• How has technology advanced the possibilities of reproduction?
• How has technology impacted professional and collegiate sports?
• What role has technology had on globalization?
• What will technology look like 20 years from now?
• What are the pros and cons of using a smartphone?
• What are the disadvantages of having technology in the workplace?
• How can technology be used to help people maintain a healthy weight?
• At what age should children begin to use technology?
• What are people losing because of technological advances?
• What is the relationship between human identity and technological progress?
• To what extent has technology changed the way people socialize?
• Which types of technologies should be introduced to children?
• How does technology impact your personal life?

As soon as students have developed a firm grasp of researching and writing methods, they will be required to take on bigger academic challenges. These technology persuasive speech topics fit the bill perfectly:

• Does unlimited streaming harm a child’s development?
• Should people be allowed to use technology to spy on neighbors?
• What does the future of deep learning hold?
• Should the U.S. pay for another trip to the moon?
• Can technology help with weight loss?
• Does technology help people make better food choices?
• What is a technology that can be destructive for people?
• How can technology be used to stop sex trafficking?
• What impact has technology had on education?
• Can technology help people quit smoking?
• How different would life be without modern technologies?
• Should ID chips be implanted in children?
• How does technology help athletes train more efficiently?
• How has technology impacted sports gambling?
• Does the internet bring people closer or separate them further?
• What is a current technology that is changing the world?
• Why are personal concierge products like Alexa so popular?
• Does technology help people become better consumers?
• What are some technologies that people aren’t aware of?
• How can technology help people that are addicted to drugs?
• Does technology make it easier for people to gamble?
• How will automation impact the way manufacturing companies work?

The following educational technology topics can be used for any assignment at the middle school level. They deal with a variety of subjects and can be modified to meet specific requirements:

• What is an example of AI that seems promising in the future?
• How does technology help keep students interested in learning?
• Will artificial intelligence make it possible to learn at home?
• Should children be allowed to use the internet without restrictions?
• Does technology help reduce the gender gap in business?
• Does technology make learning easier?
• How can artificial intelligence affect our lives?
• How important was technology during the Covid-19 pandemic?
• Can technology motivate students to study more?
• Should the U.S. taxpayers fund a manned mission to Mars?
• How effective was contact tracing during the Covid-19 pandemic?
• What impact will augmented reality have on consumers?
• What dangers does sharing information online have?
• How can parents keep their children safe from online predators?
• What are the risks with digital voting?
• Can video games be used to help students learn?
• How can artificial intelligence impact the medical field?
• Should educators start teaching computer use in Kindergarten?
• How early should children learn to use a computer?
• Will artificial intelligence replace teachers?
• Are young people better equipped to succeed because of technology?
• Did virtual learning help or harm student development?

The best way to jumpstart any assignment is to consider ideas that deal with some type of controversy. These hot topics in technology lead to a lot of debate which is a great way of capturing your reader’s attention:

• Should governments allow all their citizens access to technology?
• Should convicted felons be restricted from using the internet?
• What would happen if people had identity chips implanted under their skin?
• Are new technologies making people unhealthy?
• How do we know if CMB is a remnant of the Big Bang?
• Do technologies have a positive effect on personal safety?
• How does technology help the safety of travelers?
• What are the limits of nanotechnologies?
• Should first-world countries develop information access in third-world countries?
• Should social media sites ban the use of foul language?
• How can technology help solve crimes?
• How does technology apply to advancements in medicine?
• Is technology harming the educational process?
• How can law enforcement prevent sexual predators from using the dark web?
• What can the government do to destroy the dark web?
• How does technology influence a person’s mental health?
• Should the government have access to all private information in dire circumstances?
• Is the dark web an avenue for freedom of speech?
• How can people use technology to change the world?
• Will technology impact the way teachers prepare for lessons?
• Does smartphone use lead to less communication?
• What technologies exist to prove the Big Bang?

These technology research paper topics are good for college and graduate-level courses. They will require more research both from online and print resources. Make sure you gather your information from trustworthy sources:

• What are the negative long-term effects of living a technological world?
• How can technology be used to make public roads safer?
• What impact do countries controlling access to the internet have on the population?
• How does new technology have a negative impact on society?
• What impact has distance learning had on education?
• Which European countries have had the greatest impact on technology?
• How does social media make the world smaller?
• What is a new technology for solving world problems?
• Can technology keep wildlife safe as human population grows?
• Do people rely too much on the internet that it’s making them less intelligent?
• How is technology affecting the way people socialize?
• How will school shutdowns during Covid-19 impact technology?
• What impact do social media sites have on personal relationships?
• What impact did Steve Jobs and Bill Gates have on the world?
• In what ways does technology help deliver emergency equipment?
• How has technology helped develop green materials?
• How can we deter the use of offensive language on the internet?
• Are genetically modified foods healthier than organic food?
• Should genetic testing data be available to the public?
• Has the internet made people more rude or disrespectful?
• Should technology be used to monitor and manage people’s diets?
• How is technology damaging people’s physical health?
• Will smart cars ultimately replace human-controlled vehicles?

These are topics that are trending this year. You should be able to find a lot of fresh information from discussions happening over the internet. If you need help with research paper , you should consider hiring a professional writing and editing service:

• What is a good sample of the kind of technology we need to explore Mars?
• How can we improve natural language processing technologies?
• What does the future of the internet hold for us?
• Should people be discouraged from sharing personal information online?
• What are the challenges in developing machine learning?
• Should the U.S. adopt the use of GDPR technology?
• What are the latest advancements in prostheses?
• How do AI robots interact with humans?
• Will paper money every be challenged by digital currency?
• How will technology change the teaching process?
• How do AI neural networks work?
• How has telecommunication changed in the last half-century?
• In what ways is the U.S. using technology to fight terrorism?
• How is technology used to help keep endangered animals safe?
• Does the internet make people more depressed?
• How can technology be used to make construction more efficient?
• How can technology help developing countries modernize?
• What are the best algorithms to use in machine learning?
• Have social media sites made people more socially awkward?
• How is technology influencing changes in the educational system?
• Do parental filters work to keep young adults from accessing pornography?
• What impact does social media have on a teenager’s physical development?

Like the topics about technology listed above, background information for these ideas can be found on the web. However, the following technology issues aren’t limited to just this year. Some of these issues have been at the forefront of discussion going back several years:

• How can we regulate the use of drones in communities?
• How does the brain respond to virtual reality?
• Which are the most promising computer languages?
• What are the inherent dangers of genetic modification technology?
• How intelligent are digital technologies?
• Can video technology be used in the military?
• How does reading from digital devices impact the way people retain information?
• What are the moral issues involved in gene engineering?
• What type of genetic information should parents have access to?
• What are the dangers in developing military technologies?
• How can virtual reality be used in mental therapy?
• Are interactive televisions shows a thing of the past?
• What are the biggest technological advancements in physical therapy?
• What can social media sites do to improve privacy?
• What can digital reading devices do for people with disabilities?
• What are some technologies that are becoming obsolete?
• Does surveillance technology help deter crime?
• How safe are cloud technologies when it comes to privacy?
• Can today’s military technology destroy the world?
• Is technology making people lazier?
• How is technology changing the way we watch sports?
• What impact does social media have in solving public problems?

There is nothing like dealing with controversial ideas to generate interest in any kind of assignment. Instead of taking a safe route, these topics can capture your audiences undivided attention and make your research paper stand out:

• Should the government be allowed to spy on internet searches?
• How can technology be used to stop terrorists?
• Should the U.S. government control and censor the internet?
• Is it ethical to ask hackers to break into private online accounts?
• What impact did the invention of the X-Ray machine have on medicine?
• Has technology made our lives more complicated?
• How do nation’s like China and North Korea censor the internet?
• Should surveillance be used at the workplace to ensure employees don’t waste time?
• How has the internet changed the ways companies market their brands?
• Should we use DNA technology to solve past crimes?
• Should security scanners be placed at every school entry?
• How does technology change the way we provide power to cities?
• Should cities add video surveillance in high-crime cities?
• What was the most important technological achievement of the 20th century?
• Should the media use technology to track the activities of celebrities?
• Will green energies destroy the oil industry?
• What impact has technology had on how the media reports news?
• Should cell phone companies be compelled to share a user’s personal information?
• Why doesn’t the government shut down the dark web?
• How is science affected by theoretical computational thinking?
• How is human perception and virtual reality connected?
• Can police enforcement initiate investigations based on our web searches?
• Can video game technology be used by the military?

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What are some technology topics?

Some technology topics to consider include the future of deep learning and how technology can help you lose weight. Others include questions like how a child’s development suffers from unrestricted streaming, whether it is permissible for people to spy on their neighbors using technology, and whether technology assists consumers in choosing healthier foods.

What is an example of a research topic in technology?

Examples of research topics in technology include questions like do individuals become more or less separated as a result of the internet, what modern technology is transforming the world, and why Alexa and other personal concierge products are so well-liked. Other research topics include what modern technologies aren’t widely known and how technology might assist drug addicts.

What are the topics in computer technology research?

Some topics in computer technology research can be about the drawbacks to introducing digital tools into the workplace, how effective are today’s anti-virus and anti-malware programs, and what are the implications for businesses of simpler data mining and processing. Others include what privacy and security issues were brought up by IT advancements and what dangers exist if an erased hard drive is still usable.

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Computer Technology Research Paper Topics

This list of computer technology research paper topics  provides the list of 33 potential topics for research papers and an overview article on the history of computer technology.

1. Analog Computers

Paralleling the split between analog and digital computers, in the 1950s the term analog computer was a posteriori projected onto pre-existing classes of mechanical, electrical, and electromechanical computing artifacts, subsuming them under the same category. The concept of analog, like the technical demarcation between analog and digital computer, was absent from the vocabulary of those classifying artifacts for the 1914 Edinburgh Exhibition, the first world’s fair emphasizing computing technology, and this leaves us with an invaluable index of the impressive number of classes of computing artifacts amassed during the few centuries of capitalist modernity. True, from the debate between ‘‘smooth’’ and ‘‘lumpy’’ artificial lines of computing (1910s) to the differentiation between ‘‘continuous’’ and ‘‘cyclic’’ computers (1940s), the subsequent analog–digital split became possible by the multitudinous accumulation of attempts to decontextualize the computer from its socio-historical use alternately to define the ideal computer technically. The fact is, however, that influential classifications of computing technology from the previous decades never provided an encompassing demarcation compared to the analog– digital distinction used since the 1950s. Historians of the digital computer find that the experience of working with software was much closer to art than science, a process that was resistant to mass production; historians of the analog computer find this to have been typical of working with the analog computer throughout all its aspects. The historiography of the progress of digital computing invites us to turn to the software crisis, which perhaps not accidentally, surfaced when the crisis caused by the analog ended. Noticeably, it was not until the process of computing with a digital electronic computer became sufficiently visual by the addition of a special interface—to substitute for the loss of visualization that was previously provided by the analog computer—that the analog computer finally disappeared.

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Get 10% off with 24start discount code, 2. artificial intelligence.

Artificial intelligence (AI) is the field of software engineering that builds computer systems and occasionally robots to perform tasks that require intelligence. The term ‘‘artificial intelligence’’ was coined by John McCarthy in 1958, then a graduate student at Princeton, at a summer workshop held at Dartmouth in 1956. This two-month workshop marks the official birth of AI, which brought together young researchers who would nurture the field as it grew over the next several decades: Marvin Minsky, Claude Shannon, Arthur Samuel, Ray Solomonoff, Oliver Selfridge, Allen Newell, and Herbert Simon. It would be difficult to argue that the technologies derived from AI research had a profound effect on our way of life by the beginning of the 21st century. However, AI technologies have been successfully applied in many industrial settings, medicine and health care, and video games. Programming techniques developed in AI research were incorporated into more widespread programming practices, such as high-level programming languages and time-sharing operating systems. While AI did not succeed in constructing a computer which displays the general mental capabilities of a typical human, such as the HAL computer in Arthur C. Clarke and Stanley Kubrick’s film 2001: A Space Odyssey, it has produced programs that perform some apparently intelligent tasks, often at a much greater level of skill and reliability than humans. More than this, AI has provided a powerful and defining image of what computer technology might someday be capable of achieving.

3. Computer and Video Games

Interactive computer and video games were first developed in laboratories as the late-night amusements of computer programmers or independent projects of television engineers. Their formats include computer software; networked, multiplayer games on time-shared systems or servers; arcade consoles; home consoles connected to television sets; and handheld game machines. The first experimental projects grew out of early work in computer graphics, artificial intelligence, television technology, hardware and software interface development, computer-aided education, and microelectronics. Important examples were Willy Higinbotham’s oscilloscope-based ‘‘Tennis for Two’’ at the Brookhaven National Laboratory (1958); ‘‘Spacewar!,’’ by Steve Russell, Alan Kotok, J. Martin Graetz and others at the Massachusetts Institute of Technology (1962); Ralph Baer’s television-based tennis game for Sanders Associates (1966); several networked games from the PLATO (Programmed Logic for Automatic Teaching Operations) Project at the University of Illinois during the early 1970s; and ‘‘Adventure,’’ by Will Crowther of Bolt, Beranek & Newman (1972), extended by Don Woods at Stanford University’s Artificial Intelligence Laboratory (1976). The main lines of development during the 1970s and early 1980s were home video consoles, coin-operated arcade games, and computer software.

4. Computer Displays

The display is an essential part of any general-purpose computer. Its function is to act as an output device to communicate data to humans using the highest bandwidth input system that humans possess—the eyes. Much of the development of computer displays has been about trying to get closer to the limits of human visual perception in terms of color and spatial resolution. Mainframe and minicomputers used ‘‘terminals’’ to display the output. These were fed data from the host computer and processed the data to create screen images using a graphics processor. The display was typically integrated with a keyboard system and some communication hardware as a terminal or video display unit (VDU) following the basic model used for teletypes. Personal computers (PCs) in the late 1970s and early 1980s changed this model by integrating the graphics controller into the computer chassis itself. Early PC displays typically displayed only monochrome text and communicated in character codes such as ASCII. Line-scanning frequencies were typically from 15 to 20 kilohertz—similar to television. CRT displays rapidly developed after the introduction of video graphics array (VGA) technology (640 by 480 pixels in16 colors) in the mid-1980s and scan frequencies rose to 60 kilohertz or more for mainstream displays; 100 kilohertz or more for high-end displays. These displays were capable of displaying formats up to 2048 by 1536 pixels with high color depths. Because the human eye is very quick to respond to visual stimulation, developments in display technology have tended to track the development of semiconductor technology that allows the rapid manipulation of the stored image.

5. Computer Memory for Personal Computers

During the second half of the twentieth century, the two primary methods used for the long-term storage of digital information were magnetic and optical recording. These methods were selected primarily on the basis of cost. Compared to core or transistorized random-access memory (RAM), storage costs for magnetic and optical media were several orders of magnitude cheaper per bit of information and were not volatile; that is, the information did not vanish when electrical power was turned off. However, access to information stored on magnetic and optical recorders was much slower compared to RAM memory. As a result, computer designers used a mix of both types of memory to accomplish computational tasks. Designers of magnetic and optical storage systems have sought meanwhile to increase the speed of access to stored information to increase the overall performance of computer systems, since most digital information is stored magnetically or optically for reasons of cost.

6. Computer Modeling

Computer simulation models have transformed the natural, engineering, and social sciences, becoming crucial tools for disciplines as diverse as ecology, epidemiology, economics, urban planning, aerospace engineering, meteorology, and military operations. Computer models help researchers study systems of extreme complexity, predict the behavior of natural phenomena, and examine the effects of human interventions in natural processes. Engineers use models to design everything from jets and nuclear-waste repositories to diapers and golf clubs. Models enable astrophysicists to simulate supernovas, biochemists to replicate protein folding, geologists to predict volcanic eruptions, and physiologists to identify populations at risk of lead poisoning. Clearly, computer models provide a powerful means of solving problems, both theoretical and applied.

7. Computer Networks

Computers and computer networks have changed the way we do almost everything—the way we teach, learn, do research, access or share information, communicate with each other, and even the way we entertain ourselves. A computer network, in simple terms, consists of two or more computing devices (often called nodes) interconnected by means of some medium capable of transmitting data that allows the computers to communicate with each other in order to provide a variety of services to users.

8. Computer Science

Computer science occupies a unique position among the scientific and technical disciplines. It revolves around a specific artifact—the electronic digital computer—that touches upon a broad and diverse set of fields in its design, operation, and application. As a result, computer science represents a synthesis and extension of many different areas of mathematics, science, engineering, and business.

9. Computer-Aided Control Technology

The story of computer-aided control technology is inextricably entwined with the modern history of automation. Automation in the first half of the twentieth century involved (often analog) processes for continuous automatic measurement and control of hardware by hydraulic, mechanical, or electromechanical means. These processes facilitated the development and refinement of battlefield fire-control systems, feedback amplifiers for use in telephony, electrical grid simulators, numerically controlled milling machines, and dozens of other innovations.

10. Computer-Aided Design and Manufacture

Computer-aided design and manufacture, known by the acronym CAD/CAM, is a process for manufacturing mechanical components, wherein computers are used to link the information needed in and produced by the design process to the information needed to control the machine tools that produce the parts. However, CAD/CAM actually constitutes two separate technologies that developed along similar, but unrelated, lines until they were combined in the 1970s.

11. Computer-User Interface

A computer interface is the point of contact between a person and an electronic computer. Today’s interfaces include a keyboard, mouse, and display screen. Computer user interfaces developed through three distinct stages, which can be identified as batch processing, interactive computing, and the graphical user interface (GUI). Today’s graphical interfaces support additional multimedia features, such as streaming audio and video. In GUI design, every new software feature introduces more icons into the process of computer– user interaction. Presently, the large vocabulary of icons used in GUI design is difficult for users to remember, which creates a complexity problem. As GUIs become more complex, interface designers are adding voice recognition and intelligent agent technologies to make computer user interfaces even easier to operate.

12. Early Computer Memory

Mechanisms to store information were present in early mechanical calculating machines, going back to Charles Babbage’s analytical engine proposed in the 1830s. It introduced the concept of the ‘‘store’’ and, if ever built, would have held 1000 numbers of up to 50 decimal digits. However, the move toward base-2 or binary computing in the 1930s brought about a new paradigm in technology—the digital computer, whose most elementary component was an on–off switch. Information on a digital system is represented using a combination of on and off signals, stored as binary digits (shortened to bits): zeros and ones. Text characters, symbols, or numerical values can all be coded as bits, so that information stored in digital memory is just zeros and ones, regardless of the storage medium. The history of computer memory is closely linked to the history of computers but a distinction should be made between primary (or main) and secondary memory. Computers only need operate on one segment of data at a time, and with memory being a scarce resource, the rest of the data set could be stored in less expensive and more abundant secondary memory.

13. Early Digital Computers

Digital computers were a marked departure from the electrical and mechanical calculating and computing machines in wide use from the early twentieth century. The innovation was of information being represented using only two states (on or off), which came to be known as ‘‘digital.’’ Binary (base 2) arithmetic and logic provided the tools for these machines to perform useful functions. George Boole’s binary system of algebra allowed any mathematical equation to be represented by simply true or false logic statements. By using only two states, engineering was also greatly simplified, and universality and accuracy increased. Further developments from the early purpose-built machines, to ones that were programmable accompanied by many key technological developments, resulted in the well-known success and proliferation of the digital computer.

14. Electronic Control Technology

The advancement of electrical engineering in the twentieth century made a fundamental change in control technology. New electronic devices including vacuum tubes (valves) and transistors were used to replace electromechanical elements in conventional controllers and to develop new types of controllers. In these practices, engineers discovered basic principles of control theory that could be further applied to design electronic control systems.

15. Encryption and Code Breaking

The word cryptography comes from the Greek words for ‘‘hidden’’ (kryptos) and ‘‘to write’’ (graphein)—literally, the science of ‘‘hidden writing.’’ In the twentieth century, cryptography became fundamental to information technology (IT) security generally. Before the invention of the digital computer at mid-century, national governments across the world relied on mechanical and electromechanical cryptanalytic devices to protect their own national secrets and communications, as well as to expose enemy secrets. Code breaking played an important role in both World Wars I and II, and the successful exploits of Polish and British cryptographers and signals intelligence experts in breaking the code of the German Enigma ciphering machine (which had a range of possible transformations between a message and its code of approximately 150 trillion (or 150 million million million) are well documented.

16. Error Checking and Correction

In telecommunications, whether transmission of data or voice signals is over copper, fiber-optic, or wireless links, information coded in the signal transmitted must be decoded by the receiver from a background of noise. Signal errors can be introduced, for example from physical defects in the transmission medium (semiconductor crystal defects, dust or scratches on magnetic memory, bubbles in optical fibers), from electromagnetic interference (natural or manmade) or cosmic rays, or from cross-talk (unwanted coupling) between channels. In digital signal transmission, data is transmitted as ‘‘bits’’ (ones or zeros, corresponding to on or off in electronic circuits). Random bit errors occur singly and in no relation to each other. Burst error is a large, sustained error or loss of data, perhaps caused by transmission problems in the connecting cables, or sudden noise. Analog to digital conversion can also introduce sampling errors.

17. Global Positioning System (GPS)

The NAVSTAR (NAVigation System Timing And Ranging) Global Positioning System (GPS) provides an unlimited number of military and civilian users worldwide with continuous, highly accurate data on their position in four dimensions— latitude, longitude, altitude, and time— through all weather conditions. It includes space, control, and user segments (Figure 6). A constellation of 24 satellites in 10,900 nautical miles, nearly circular orbits—six orbital planes, equally spaced 60 degrees apart, inclined approximately 55 degrees relative to the equator, and each with four equidistant satellites—transmits microwave signals in two different L-band frequencies. From any point on earth, between five and eight satellites are ‘‘visible’’ to the user. Synchronized, extremely precise atomic clocks—rubidium and cesium— aboard the satellites render the constellation semiautonomous by alleviating the need to continuously control the satellites from the ground. The control segment consists of a master facility at Schriever Air Force Base, Colorado, and a global network of automated stations. It passively tracks the entire constellation and, via an S-band uplink, periodically sends updated orbital and clock data to each satellite to ensure that navigation signals received by users remain accurate. Finally, GPS users—on land, at sea, in the air or space—rely on commercially produced receivers to convert satellite signals into position, time, and velocity estimates.

18. Gyrocompass and Inertial Guidance

Before the twentieth century, navigation at sea employed two complementary methods, astronomical and dead reckoning. The former involved direct measurements of celestial phenomena to ascertain position, while the latter required continuous monitoring of a ship’s course, speed, and distance run. New navigational technology was required not only for iron ships in which traditional compasses required correction, but for aircraft and submarines in which magnetic compasses cannot be used. Owing to their rapid motion, aircraft presented challenges for near instantaneous navigation data collection and reduction. Electronics furnished the exploitation of radio and the adaptation of a gyroscope to direction finding through the invention of the nonmagnetic gyrocompass.

Although the Cold War arms race after World War II led to the development of inertial navigation, German manufacture of the V-2 rocket under the direction of Wernher von Braun during the war involved a proto-inertial system, a two-gimballed gyro with an integrator to determine speed. Inertial guidance combines a gyrocompass with accelerometers installed along orthogonal axes, devices that record all accelerations of the vehicle in which inertial guidance has been installed. With this system, if the initial position of the vehicle is known, then the vehicle’s position at any moment is known because integrators record all directions and accelerations and calculate speeds and distance run. Inertial guidance devices can subtract accelerations due to gravity or other motions of the vehicle. Because inertial guidance does not depend on an outside reference, it is the ultimate dead reckoning system, ideal for the nuclear submarines for which they were invented and for ballistic missiles. Their self-contained nature makes them resistant to electronic countermeasures. Inertial systems were first installed in commercial aircraft during the 1960s. The expense of manufacturing inertial guidance mechanisms (and their necessary management by computer) has limited their application largely to military and some commercial purposes. Inertial systems accumulate errors, so their use at sea (except for submarines) has been as an adjunct to other navigational methods, unlike aircraft applications. Only the development of the global positioning system (GPS) at the end of the century promised to render all previous navigational technologies obsolete. Nevertheless, a range of technologies, some dating to the beginning of the century, remain in use in a variety of commercial and leisure applications.

19. Hybrid Computers

Following the emergence of the analog–digital demarcation in the late 1940s—and the ensuing battle between a speedy analog versus the accurate digital—the term ‘‘hybrid computer’’ surfaced in the early 1960s. The assumptions held by the adherents of the digital computer—regarding the dynamic mechanization of computational labor to accompany the equally dynamic increase in computational work—was becoming a universal ideology. From this perspective, the digital computer justly appeared to be technically superior. In introducing the digital computer to social realities, however, extensive interaction with the experienced analog computer adherents proved indispensable, especially given that the digital proponents’ expectation of progress by employing the available and inexpensive hardware was stymied by the lack of inexpensive software. From this perspective—as historiographically unwanted it may be by those who agree with the essentialist conception of the analog–digital demarcation—the history of the hybrid computer suggests that the computer as we now know it was brought about by linking the analog and the digital, not by separating them. Placing the ideal analog and the ideal digital at the two poles, all computing techniques that combined some features of both fell beneath ‘‘hybrid computation’’; the designators ‘‘balanced’’ or ‘‘true’’ were preserved for those built with appreciable amounts of both. True hybrids fell into the middle spectrum that included: pure analog computers, analog computers using digital-type numerical analysis techniques, analog computers programmed with the aid of digital computers, analog computers using digital control and logic, analog computers using digital subunits, analog computers using digital computers as peripheral equipment, balanced hybrid computer systems, digital computers using analog subroutines, digital computers with analog arithmetic elements, digital computers designed to permit analog-type programming, digital computers with analog-oriented compilers and interpreters, and pure digital computers.

20. Information Theory

Information theory, also known originally as the mathematical theory of communication, was first explicitly formulated during the mid-twentieth century. Almost immediately it became a foundation; first, for the more systematic design and utilization of numerous telecommunication and information technologies; and second, for resolving a paradox in thermodynamics. Finally, information theory has contributed to new interpretations of a wide range of biological and cultural phenomena, from organic physiology and genetics to cognitive behavior, human language, economics, and political decision making. Reflecting the symbiosis between theory and practice typical of twentieth century technology, technical issues in early telegraphy and telephony gave rise to a proto-information theory developed by Harry Nyquist at Bell Labs in 1924 and Ralph Hartley, also at Bell Labs, in 1928. This theory in turn contributed to advances in telecommunications, which stimulated the development of information theory per se by Claude Shannon and Warren Weaver, in their book The Mathematical Theory of Communication published in 1949. As articulated by Claude Shannon, a Bell Labs researcher, the technical concept of information is defined by the probability of a specific message or signal being picked out from a number of possibilities and transmitted from A to B. Information in this sense is mathematically quantifiable. The amount of information, I, conveyed by signal, S, is inversely related to its probability, P. That is, the more improbable a message, the more information it contains. To facilitate the mathematical analysis of messages, the measure is conveniently defined as I ¼ log2 1/P(S), and is named a binary digit or ‘‘bit’’ for short. Thus in the simplest case of a two-state signal (1 or 0, corresponding to on or off in electronic circuits), with equal probability for each state, the transmission of either state as the code for a message would convey one bit of information. The theory of information opened up by this conceptual analysis has become the basis for constructing and analyzing digital computational devices and a whole range of information technologies (i.e., technologies including telecommunications and data processing), from telephones to computer networks.

21. Internet

The Internet is a global computer network of networks whose origins are found in U.S. military efforts. In response to Sputnik and the emerging space race, the Advanced Research Projects Agency (ARPA) was formed in 1958 as an agency of the Pentagon. The researchers at ARPA were given a generous mandate to develop innovative technologies such as communications.

In 1962, psychologist J.C.R. Licklider from the Massachusetts Institute of Technology’s Lincoln Laboratory joined ARPA to take charge of the Information Processing Techniques Office (IPTO). In 1963 Licklider wrote a memo proposing an interactive network allowing people to communicate via computer. This project did not materialize. In 1966, Bob Taylor, then head of the IPTO, noted that he needed three different computer terminals to connect to three different machines in different locations around the nation. Taylor also recognized that universities working with IPTO needed more computing resources. Instead of the government buying machines for each university, why not share machines? Taylor revitalized Licklider’s idea, securing $1 million in funding, and hired 29-yearold Larry Roberts to direct the creation of ARPAnet.

In 1974, Robert Kahn and Vincent Cerf proposed the first internet-working protocol, a way for datagrams (packets) to be communicated between disparate networks, and they called it an ‘‘internet.’’ Their efforts created transmission control protocol/internet protocol (TCP/IP). In 1982, TCP/IP replaced NCP on ARPAnet. Other networks adopted TCP/IP and it became the dominant standard for all networking by the late 1990s.

In 1981 the U.S. National Science Foundation (NSF) created Computer Science Network (CSNET) to provide universities that did not have access to ARPAnet with their own network. In 1986, the NSF sponsored the NSFNET ‘‘backbone’’ to connect five supercomputing centers. The backbone also connected ARPAnet and CSNET together, and the idea of a network of networks became firmly entrenched. The open technical architecture of the Internet allowed numerous innovations to be grafted easily onto the whole. When ARPAnet was dismantled in 1990, the Internet was thriving at universities and technology- oriented companies. The NSF backbone was dismantled in 1995 when the NSF realized that commercial entities could keep the Internet running and growing on their own, without government subsidy. Commercial network providers worked through the Commercial Internet Exchange to manage network traffic.

22. Mainframe Computers

The term ‘‘computer’’ currently refers to a general-purpose, digital, electronic, stored-program calculating machine. The term ‘‘mainframe’’ refers to a large, expensive, multiuser computer, able to handle a wide range of applications. The term was derived from the main frame or cabinet in which the central processing unit (CPU) and main memory of a computer were kept separate from those cabinets that held peripheral devices used for input and output.

Computers are generally classified as supercomputers, mainframes, minicomputers, or microcomputers. This classification is based on factors such as processing capability, cost, and applications, with supercomputers the fastest and most expensive. All computers were called mainframes until the 1960s, including the first supercomputer, the naval ordnance research calculator (NORC), offered by International Business Machines (IBM) in 1954. In 1960, Digital Equipment Corporation (DEC) shipped the PDP-1, a computer that was much smaller and cheaper than a mainframe.

Mainframes once each filled a large room, cost millions of dollars, and needed a full maintenance staff, partly in order to repair the damage caused by the heat generated by their vacuum tubes. These machines were characterized by proprietary operating systems and connections through dumb terminals that had no local processing capabilities. As personal computers developed and began to approach mainframes in speed and processing power, however, mainframes have evolved to support a client/server relationship, and to interconnect with open standard-based systems. They have become particularly useful for systems that require reliability, security, and centralized control. Their ability to process large amounts of data quickly make them particularly valuable for storage area networks (SANs). Mainframes today contain multiple CPUs, providing additional speed through multiprocessing operations. They support many hundreds of simultaneously executing programs, as well as numerous input and output processors for multiplexing devices, such as video display terminals and disk drives. Many legacy systems, large applications that have been developed, tested, and used over time, are still running on mainframes.

23. Mineral Prospecting

Twentieth century mineral prospecting draws upon the accumulated knowledge of previous exploration and mining activities, advancing technology, expanding knowledge of geologic processes and deposit models, and mining and processing capabilities to determine where and how to look for minerals of interest. Geologic models have been developed for a wide variety of deposit types; the prospector compares geologic characteristics of potential exploration areas with those of deposit models to determine which areas have similar characteristics and are suitable prospecting locations. Mineral prospecting programs are often team efforts, integrating general and site-specific knowledge of geochemistry, geology, geophysics, and remote sensing to ‘‘discover’’ hidden mineral deposits and ‘‘measure’’ their economic potential with increasing accuracy and reduced environmental disturbance. Once a likely target zone has been identified, multiple exploration tools are used in a coordinated program to characterize the deposit and its economic potential.

24. Packet Switching

Historically the first communications networks were telegraphic—the electrical telegraph replacing the mechanical semaphore stations in the mid-nineteenth century. Telegraph networks were largely eclipsed by the advent of the voice (telephone) network, which first appeared in the late nineteenth century, and provided the immediacy of voice conversation. The Public Switched Telephone Network allows a subscriber to dial a connection to another subscriber, with the connection being a series of telephone lines connected together through switches at the telephone exchanges along the route. This technique is known as circuit switching, as a circuit is set up between the subscribers, and is held until the call is cleared.

One of the disadvantages of circuit switching is the fact that the capacity of the link is often significantly underused due to silences in the conversation, but the spare capacity cannot be shared with other traffic. Another disadvantage is the time it takes to establish the connection before the conversation can begin. One could liken this to sending a railway engine from London to Edinburgh to set the points before returning to pick up the carriages. What is required is a compromise between the immediacy of conversation on an established circuit-switched connection, with the ad hoc delivery of a store-and-forward message system. This is what packet switching is designed to provide.

25. Personal Computers

A personal computer, or PC, is designed for personal use. Its central processing unit (CPU) runs single-user systems and application software, processes input from the user, sending output to a variety of peripheral devices. Programs and data are stored in memory and attached storage devices. Personal computers are generally single-user desktop machines, but the term has been applied to any computer that ‘‘stands alone’’ for a single user, including portable computers.

The technology that enabled the construction of personal computers was the microprocessor, a programmable integrated circuit (or ‘‘chip’’) that acts as the CPU. Intel introduced the first microprocessor in 1971, the 4-bit 4004, which it called a ‘‘microprogrammable computer on a chip.’’ The 4004 was originally developed as a general-purpose chip for a programmable calculator, but Intel introduced it as part of Intel’s Microcomputer System 4-bit, or MCS-4, which also included read-only memory (ROM) and random-access memory (RAM) memory chips and a shift register chip. In August 1972, Intel followed with the 8-bit 8008, then the more powerful 8080 in June 1974. Following Intel’s lead, computers based on the 8080 were usually called microcomputers.

The success of the minicomputer during the 1960s prepared computer engineers and users for ‘‘single person, single CPU’’ computers. Digital Equipment Corporation’s (DEC) widely used PDP-10, for example, was smaller, cheaper, and more accessible than large mainframe computers. Timeshared computers operating under operating systems such as TOPS-10 on the PDP-10— co-developed by the Massachusetts Institute of Technology (MIT) and DEC in 1972—created the illusion of individual control of computing power by providing rapid access to personal programs and files. By the early 1970s, the accessibility of minicomputers, advances in microelectronics, and component miniaturization created expectations of affordable personal computers.

26. Printers

Printers generally can be categorized as either impact or nonimpact. Like typewriters, impact printers generate output by striking the page with a solid substance. Impact printers include daisy wheel and dot matrix printers. The daisy wheel printer, which was introduced in 1972 by Diablo Systems, operates by spinning the daisy wheel to the correct character whereupon a hammer strikes it, forcing the character through an inked ribbon and onto the paper. Dot matrix printers operate by using a series of small pins to strike a matrix or grid ribbon coated with ink. The strike of the pin forces the ink to transfer to the paper at the point of impact. Unlike daisy wheel printers, dot matrix printers can generate italic and other character types through producing different pin patterns. Nonimpact printers generate images by spraying or fusing ink to paper or other output media. This category includes inkjet printers, laser printers, and thermal printers. Whether they are inkjet or laser, impact or nonimpact, all modern printers incorporate features of dot matrix technology in their design: they operate by generating dots onto paper or other physical media.

27. Processors for Computers

A processor is the part of the computer system that manipulates the data. The first computer processors of the late 1940s and early 1950s performed three main functions and had three main components. They worked in a cycle to gather, decode, and execute instructions. They were made up of the arithmetic and logic unit, the control unit, and some extra storage components or registers. Today, most processors contain these components and perform these same functions, but since the 1960s they have developed different forms, capabilities, and organization. As with computers in general, increasing speed and decreasing size has marked their development.

28. Radionavigation

Astronomical and dead-reckoning techniques furnished the methods of navigating ships until the twentieth century, when exploitation of radio waves, coupled with electronics, met the needs of aircraft with their fast speeds, but also transformed all navigational techniques. The application of radio to dead reckoning has allowed vessels to determine their positions in all-weather by direction finding (known as radio direction finding, or RDF) or by hyperbolic systems. Another use of radio, radar (radio direction and rangefinding), enables vessels to determine their distance to, or their bearing from, objects of known position. Radionavigation complements traditional navigational methods by employing three frames of reference. First, radio enables a vessel to navigate by lines of bearing to shore transmitters (the most common use of radio). This is directly analogous to the use of lighthouses for bearings. Second, shore stations may take radio bearings of craft and relay to them computed positions. Third, radio beacons provide aircraft or ships with signals that function as true compasses.

29. Software Application Programs

At the beginning of the computer age around the late 1940s, inventors of the intelligent machine were not thinking about applications software, or any software other than that needed to run the bare machine to do mathematical calculating. It was only when Maurice Wilkes’ young protégé David Williams crafted a tidy set of initial orders for the EDSAC, an early programmable digital computer, that users could string together standard subroutines to a program and have the execution jump between them. This was the beginning of software as we know it—something that runs on a machine other than an operating system to make it do anything desired. ‘‘Applications’’ are software other than system programs that run the actual hardware. Manufacturers always had this software, and as the 1950s progressed they would ‘‘bundle’’ applications with hardware to make expensive computers more attractive. Some programming departments were even placed in the marketing departments.

30. Software Engineering

Software engineering aims to develop the programs that allow digital computers to do useful work in a systematic, disciplined manner that produces high-quality software on time and on budget. As computers have spread throughout industrialized societies, software has become a multibillion dollar industry. Both the users and developers of software depend a great deal on the effectiveness of the development process.

Software is a concept that didn’t even pertain to the first electronic digital computers. They were ‘‘programmed’’ through switches and patch cables that physically altered the electrical pathways of the machine. It was not until the Manchester Mark I, the first operational stored-program electronic digital computer, was developed in 1948 at the University of Manchester in England that configuring the machine to solve a specific problem became a matter of software rather than hardware. Subsequently, instructions were stored in memory along with data.

31. Supercomputers

Supercomputers are high-performance computing devices that are generally used for numerical calculation, for the study of physical systems either through numerical simulation or the processing of scientific data. Initially, they were large, expensive, mainframe computers, which were usually owned by government research labs. By the end of the twentieth century, they were more often networks of inexpensive small computers. The common element of all of these machines was their ability to perform high-speed floating-point arithmetic— binary arithmetic that approximates decimal numbers with a fixed number of bits—the basis of numerical computation.

With the advent of inexpensive supercomputers, these machines moved beyond the large government labs and into smaller research and engineering facilities. Some were used for the study of social science. A few were employed by business concerns, such as stock brokerages or graphic designers.

32. Systems Programs

The operating systems used in all computers today are a result of the development and organization of early systems programs designed to control and regulate the operations of computer hardware. The early computing machines such as the ENIAC of 1945 were ‘‘programmed’’ manually with connecting cables and setting switches for each new calculation. With the advent of the stored program computer of the late 1940s (the Manchester Mark I, EDVAC, EDSAC (electronic delay storage automatic calculator), the first system programs such as assemblers and compilers were developed and installed. These programs performed oft repeated and basic operations for computer use including converting programs into machine code, storing and retrieving files, managing computer resources and peripherals, and aiding in the compilation of new programs. With the advent of programming languages, and the dissemination of more computers in research centers, universities, and businesses during the late 1950s and 1960s, a large group of users began developing programs, improving usability, and organizing system programs into operating systems.

The 1970s and 1980s saw a turn away from some of the complications of system software, an interweaving of features from different operating systems, and the development of systems programs for the personal computer. In the early 1970s, two programmers from Bell Laboratories, Ken Thompson and Dennis Ritchie, developed a smaller, simpler operating system called UNIX. Unlike past system software, UNIX was portable and could be run on different computer systems. Due in part to low licensing fees and simplicity of design, UNIX increased in popularity throughout the 1970s. At the Xerox Palo Alto Research Center, research during the 1970s led to the development of system software for the Apple Macintosh computer that included a GUI (graphical user interface). This type of system software filtered the user’s interaction with the computer through the use of graphics or icons representing computer processes. In 1985, a year after the release of the Apple Macintosh computer, a GUI was overlaid on Microsoft’s then dominant operating system, MS-DOS, to produce Microsoft Windows. The Microsoft Windows series of operating systems became and remains the dominant operating system on personal computers.

33. World Wide Web

The World Wide Web (Web) is a ‘‘finite but unbounded’’ collection of media-rich digital resources that are connected through high-speed digital networks. It relies upon an Internet protocol suite that supports cross-platform transmission and makes available a wide variety of media types (i.e., multimedia). The cross-platform delivery environment represents an important departure from more traditional network communications protocols such as e-mail, telnet, and file transfer protocols (FTP) because it is content-centric. It is also to be distinguished from earlier document acquisition systems such as Gopher, which was designed in 1991, originally as a mainframe program but quickly implemented over networks, and wide area information systems (WAIS), also released in 1991. WAIS accommodated a narrower range of media formats and failed to include hyperlinks within their navigation protocols. Following the success of Gopher on the Internet, the Web quickly extended and enriched the metaphor of integrated browsing and navigation. This made it possible to navigate and peruse a wide variety of media types effortlessly on the Web, which in turn led to the Web’s hegemony as an Internet protocol.

History of Computer Technology

The modern computer—the (electronic) digital computer in which the stored program concept is realized and hence self-modifying programs are possible—was only invented in the 1940s. Nevertheless, the history of computing (interpreted as the usage of modern computers) is only understandable against the background of the many forms of information processing as well as mechanical computing devices that solved mathematical problems in the first half of the twentieth century. The part these several predecessors played in the invention and early history of the computer may be interpreted from two different perspectives: on the one hand it can be argued that these machines prepared the way for the modern digital computer, on the other hand it can be argued that the computer, which was invented as a mathematical instrument, was reconstructed to be a data-processing machine, a control mechanism, and a communication tool.

The invention and early history of the digital computer has its roots in two different kinds of developments: first, information processing in business and government bureaucracies; and second, the use and the search for mathematical instruments and methods that could solve mathematical problems arising in the sciences and in engineering.

Origins in Mechanical Office Equipment

The development of information processing in business and government bureaucracies had its origins in the late nineteenth century, which was not just an era of industrialization and mass production but also a time of continuous growth in administrative work. The economic precondition for this development was the creation of a global economy, which caused growth in production of goods and trade. This brought with it an immense increase in correspondence, as well as monitoring and accounting activities—corporate bureaucracies began to collect and process data in increasing quantities. Almost at the same time, government organizations became more and more interested in collating data on population and demographic changes (e.g., expanding tax revenues, social security, and wide-ranging planning and monitoring functions) and analyzing this data statistically.

Bureaucracies in the U.S. and in Europe reacted in a different way to these changes. While in Europe for the most part neither office machines nor telephones entered offices until 1900, in the U.S. in the last quarter of the nineteenth century the information-handling techniques in bureaucracies were radically changed because of the introduction of mechanical devices for writing, copying, and counting data. The rise of big business in the U.S. had caused a growing demand for management control tools, which was fulfilled by a new ideology of systematic management together with the products of the rising office machines industry. Because of a later start in industrialization, the government and businesses in the U.S. were not forced to reorganize their bureaucracies when they introduced office machines. This, together with an ideological preference for modern office equipment, was the cause of a market for office machines and of a far-reaching mechanization of office work in the U.S. In the 1880s typewriters and cash registers became very widespread, followed by adding machines and book-keeping machines in the 1890s. From 1880 onward, the makers of office machines in the U.S. underwent a period of enormous growth, and in 1920 the office machine industry annually generated about $200 million in revenue. In Europe, by comparison, mechanization of office work emerged about two decades later than in the U.S.—both Germany and Britain adopted the American system of office organization and extensive use of office machines for the most part no earlier than the 1920s.

During the same period the rise of a new office machine technology began. Punched card systems, initially invented by Herman Hollerith to analyze the U.S. census in 1890, were introduced. By 1911 Hollerith’s company had only about 100 customers, but after it had been merged in the same year with two other companies to become the Computing- Tabulating-Recording Company (CTR), it began a tremendous ascent to become the world leader in the office machine industry. CTR’s general manager, Thomas J. Watson, understood the extraordinary potential of these punched-card accounting devices, which enabled their users to process enormous amounts of data largely automatically, in a rapid way and at an adequate level of cost and effort. Due to Watson’s insights and his extraordinary management abilities, the company (which had since been renamed to International Business Machines (IBM)) became the fourth largest office machine supplier in the world by 1928—topped only by Remington Rand, National Cash Register (NCR), and the Burroughs Adding Machine Company.

Origin of Calculating Devices and Analog Instruments

Compared with the fundamental changes in the world of corporate and government bureaucracies caused by office machinery during the late nineteenth and early twentieth century, calculating machines and instruments seemed to have only a minor influence in the world of science and engineering. Scientists and engineers had always been confronted with mathematical problems and had over the centuries developed techniques such as mathematical tables. However, many new mathematical instruments emerged in the nineteenth century and increasingly began to change the world of science and engineering. Apart from the slide rule, which came into popular use in Europe from the early nineteenth century onwards (and became the symbol of the engineer for decades), calculating machines and instruments were only produced on a large scale in the middle of the nineteenth century.

In the 1850s the production of calculating machines as well as that of planimeters (used to measure the area of closed curves, a typical problem in land surveying) started on different scales. Worldwide, less than 2,000 calculating machines were produced before 1880, but more than 10,000 planimeters were produced by the early 1880s. Also, various types of specialized mathematical analog instruments were produced on a very small scale in the late nineteenth century; among them were integraphs for the graphical solution of special types of differential equations, harmonic analyzers for the determination of Fourier coefficients of a periodic function, and tide predictors that could calculate the time and height of the ebb and flood tides.

Nonetheless, in 1900 only geodesists and astronomers (as well as part of the engineering community) made extensive use of mathematical instruments. In addition, the establishment of applied mathematics as a new discipline took place at German universities on a small scale and the use of apparatus and machines as well as graphical and numerical methods began to flourish during this time. After World War I, the development of engineering sciences and of technical physics gave a tremendous boost to applied mathematics in Germany and Britain. In general, scientists and engineers became more aware of the capabilities of calculating machines and a change of the calculating culture—from the use of tables to the use of calculating machines—took place.

One particular problem that was increasingly encountered by mechanical and electrical engineers in the 1920s was the solution of several types of differential equations, which were not solvable by analytic solutions. As one important result of this development, a new type of analog instrument— the so called ‘‘differential analyzer’’—was invented in 1931 by the engineer Vannevar Bush at the Massachusetts Institute of Technology (MIT). In contrast to its predecessors—several types of integraphs—this machine (which was later called an analog computer) could be used not only to solve a special class of differential equation, but a more general class of differential equations associated with engineering problems. Before the digital computer was invented in the 1940s there was an intensive use of analog instruments (similar to Bush’s differential analyzer) and a number of machines were constructed in the U.S. and in Europe after the model of Bush’s machine before and during World War II. Analog instruments also became increasingly important in several fields such as the firing control of artillery on warships or the control of rockets. It is worth mentioning here that only for a limited class of scientific and engineering problems was it possible to construct an analog computer— weather forecasting and the problem of shock waves produced by an atomic bomb, for example, required the solution of partial differential equations, for which a digital computer was needed.

The Invention of the Computer

The invention of the electronic digital stored-program computer is directly connected with the development of numerical calculation tools for the solution of mathematical problems in the sciences and in engineering. The ideas that led to the invention of the computer were developed simultaneously by scientists and engineers in Germany, Britain, and the U.S. in the 1930s and 1940s. The first freely programmable program-controlled automatic calculator was developed by the civil engineering student Konrad Zuse in Germany. Zuse started development work on program-controlled computing machines in the 1930s, when he had to deal with extensive calculations in static, and in 1941 his Z3, which was based on electromechanical relay technology, became operational.

Several similar developments in the U.S. were in progress at the same time. In 1937 Howard Aiken, a physics student at Harvard University, approached IBM to build a program-controlled calculator— later called the ‘‘Harvard Mark I.’’ On the basis of a concept Aiken had developed because of his experiences with the numerical solution of partial differential equations, the machine was built and became operational in 1944. At almost the same time a series of important relay computers was built at the Bell Laboratories in New York following a suggestion by George R. Stibitz. All these developments in the U.S. were spurred by the outbreak of World War II. The first large-scale programmable electronic computer called the Colossus was built in complete secrecy in 1943 to 1944 at Bletchley Park in Britain in order to help break the German Enigma machine ciphers.

However, it was neither these relay calculators nor the Colossus that were decisive for the development of the universal computer, but the ENIAC (electronic numerical integrator and computer), which was developed at the Moore School of Engineering at the University of Pennsylvania. Extensive ballistic calculations were carried out there for the U.S. Army during World War II with the aid of the Bush ‘‘differential analyzer’’ and more than a hundred women (‘‘computors’’) working on mechanical desk calculators. Observing that capacity was barely sufficient to compute the artillery firing tables, the physicist John W. Mauchly and the electronic engineer John Presper Eckert started developing the ENIAC, a digital version of the differential analyzer, in 1943 with funding from the U.S. Army.

In 1944 the mathematician John von Neumann turned his attention to the ENIAC because of his mathematical work on the Manhattan Project (on the implosion of the hydrogen bomb). While the ENIAC was being built, Neumann and the ENIAC team drew up plans for a successor to the ENIAC in order to improve the shortcomings of the ENIAC concept, such as the very small memory and the time-consuming reprogramming (actually rewiring) required to change the setup for a new calculation. In these meetings the idea of a stored-program, universal machine evolved. Memory was to be used to store the program in addition to data. This would enable the machine to execute conditional branches and change the flow of the program. The concept of a computer in the modern sense of the word was born and in 1945 von Neumann wrote the important ‘‘First Draft of a Report on the EDVAC,’’ which described the stored-program, universal computer. The logical structure that was presented in this draft report is now referred to as the ‘‘von Neumann architecture.’’ This EDVAC report was originally intended for internal use but once made freely available it became the ‘‘bible’’ for computer pioneers throughout the world in the 1940s and 1950s. The first computer featuring the von Neumann architecture operated at Cambridge University in the U.K.; in June 1949 the EDSAC (electronic delay storage automatic computer) computer built by Maurice Wilkes—designed according to the EDVAC principles—became operational.

The Computer as a Scientific Instrument

As soon as the computer was invented, a growing demand for computers by scientists and engineers evolved, and numerous American and European universities started their own computer projects in the 1940s and 1950s. After the technical difficulties of building an electronic computer were solved, scientists grasped the opportunity to use the new scientific instrument for their research. For example, at the University of Gottingen in Germany, the early computers were used for the initial value problems of partial differential equations associated with hydrodynamic problems from atomic physics and aerodynamics. Another striking example was the application of von Neumann’s computer at the Institute for Advanced Study (IAS) in Princeton to numerical weather forecasts in 1950. As a result, numerical weather forecasts could be made on a regular basis from the mid-1950s onwards.

Mathematical methods have always been of a certain importance for science and engineering sciences, but only the use of the electronic digital computer (as an enabling technology) made it possible to broaden the application of mathematical methods to such a degree that research in science, medicine, and engineering without computer- based mathematical methods has become virtually inconceivable at the end of the twentieth century. A number of additional computer-based techniques, such as scientific visualization, medical imaging, computerized tomography, pattern recognition, image processing, and statistical applications, have become of the utmost significance for science, medicine, engineering, and social sciences. In addition, the computer changed the way engineers construct technical artifacts fundamentally because of the use of computer-based methods such as computer-aided design (CAD), computer-aided manufacture (CAM), computer-aided engineering, control applications, and finite-element methods. However, the most striking example seems to be the development of scientific computing and computer modeling, which became accepted as a third mode of scientific research that complements experimentation and theoretical analysis. Scientific computing and computer modeling are based on supercomputers as the enabling technology, which became important tools for modern science routinely used to simulate physical and chemical phenomena. These high-speed computers became equated with the machines developed by Seymour Cray, who built the fastest computers in the world for many years. The supercomputers he launched such as the legendary CRAY I from 1976 were the basis for computer modeling of real world systems, and helped, for example, the defense industry in the U.S. to build weapons systems and the oil industry to create geological models that show potential oil deposits.

Growth of Digital Computers in Business and Information Processing

When the digital computer was invented as a mathematical instrument in the 1940s, it could not have been foreseen that this new artifact would ever be of a certain importance in the business world. About 50 firms entered the computer business worldwide in the late 1940s and the early 1950s, and the computer was reconstructed to be a type of electronic data-processing machine that took the place of punched-card technology as well as other office machine technology. It is interesting to consider that there were mainly three types of companies building computers in the 1950s and 1960s: newly created computer firms (such as the company founded by the ENIAC inventors Eckert and Mauchly), electronics and control equipments firms (such as RCA and General Electric), and office appliance companies (such as Burroughs and NCR). Despite the fact that the first digital computers were put on the market by a German and a British company, U.S. firms dominated the world market from the 1950s onward, as these firms had the biggest market as well as financial support from the government.

Generally speaking, the Cold War exerted an enormous influence on the development of computer technology. Until the early 1960s the U.S. military and the defense industry were the central drivers of the digital computer expansion, serving as the main market for computer technology and shaping and speeding up the formation of the rising computer industry. Because of the U.S. military’s role as the ‘‘tester’’ for prototype hard- and software, it had a direct and lasting influence on technological developments; in addition, it has to be noted that the spread of computer technology was partly hindered by military secrecy. Even after the emergence of a large civilian computer market in the 1960s, the U.S. military maintained its influence by investing a great deal in computer in hard- and software and in computer research projects.

From the middle of the 1950s onwards the world computer market was dominated by IBM, which accounted for more than 70 percent of the computer industry revenues until the mid-1970s. The reasons for IBM’s overwhelming success were diverse, but the company had a unique combination of technical and organizational capabilities at its disposal that prepared it perfectly for the mainframe computer market. In addition, IBM benefited from enormous government contracts, which helped to develop excellence in computer technology and design. However, the greatest advantage of IBM was by no doubt its marketing organization and its reputation as a service-oriented firm, which was used to working closely with customers to adapt machinery to address specific problems, and this key difference between IBM and its competitors persisted right into the computer age.

During the late 1950s and early 1960s, the computer market—consisting of IBM and seven other companies called the ‘‘seven dwarves’’—was dominated by IBM, with its 650 and 1401 computers. By 1960 the market for computers was still small. Only about 7,000 computers had been delivered by the computer industry, and at this time even IBM was primarily a punched-card machine supplier, which was still the major source of its income. Only in 1960 did a boom in demand for computers start, and by 1970 the number of computers installed worldwide had increased to more than 100,000. The computer industry was on the track to become one of the world’s major industries, and was totally dominated by IBM.

The outstanding computer system of this period was IBM’s System/360. It was announced in 1964 as a compatible family of the same computer architecture, and employed interchangeable peripheral devices in order to solve IBM’s problems with a hotchpotch of incompatible product lines (which had evoked large problems in the development and maintenance of a great deal of different hardware and software products). Despite the fact that neither the technology used nor the systems programming were of a high-tech technology at the time, the System/360 established a new standard for mainframe computers for decades. Various computer firms in the U.S., Europe, Japan and even Russia, concentrated on copying components, peripherals for System/360 or tried to build System/360-compatible computers.

The growth of the computer market during the 1960s was accompanied by market shakeouts: two of the ‘‘seven dwarves’’ left the computer business after the first computer recession in the early 1970s, and afterwards the computer market was controlled by IBM and BUNCH (Burroughs, UNIVAC, NCR, Control Data, and Honeywell). At the same time, an internationalization of the computer market took place—U.S. companies controlled the world market for computers— which caused considerable fears over loss of national independence in European and Japanese national governments, and these subsequently stirred up national computing programs. While the European attempts to create national champions as well as the more general attempt to create a European-wide market for mainframe computers failed in the end, Japan’s attempt to found a national computer industry has been successful: Until today Japan is the only nation able to compete with the U.S. in a wide array of high-tech computer-related products.

Real-Time and Time-Sharing

Until the 1960s almost all computers in government and business were running batch-processing applications (i.e., the computers were only used in the same way as the punched-card accounting machines they had replaced). In the early 1950s, however, the computer industry introduced a new mode of computing named ‘‘real-time’’ in the business sector for the first time, which was originally developed for military purposes in MIT’s Whirlwind project. This project was initially started in World War II with the aim of designing an aircraft simulator by analog methods, and later became a part of a research and development program for the gigantic, computerized anti-aircraft defense system SAGE (semi-automatic ground environment) built up by IBM in the 1950s.

The demand for this new mode of computing was created by cultural and structural changes in economy. The increasing number of financial transactions in banks and insurance companies as well as increasing airline traveling activities made necessary new computer-based information systems that led finally to new forms of business evolution through information technology.

The case of the first computerized airline reservation system SABRE, developed for American Airlines by IBM in the 1950s and finally implemented in the early 1960s, serves to thoroughly illustrate these structural and structural changes in economy. Until the early 1950s, airline reservations had been made manually without any problems, but by 1953 this system was in crisis because increased air traffic and growing flight plan complexity had made reservation costs insupportable. SABRE became a complete success, demonstrating the potential of centralized real-time computing systems connected via a network. The system enabled flight agents throughout the U.S., who were equipped with desktop terminals, to gain a direct, real-time access to the central reservation system based on central IBM mainframe computers, while the airline was able to assign appropriate resources in response. Therefore, an effective combination of advantages was offered by SABRE—a better utilization of resources and a much higher customer convenience.

Very soon this new mode of computing spread around the business and government world and became commonplace throughout the service and distribution sectors of the economy; for example, bank tellers and insurance account representatives increasingly worked at terminals. On the one hand structural information problems led managers to go this way, and on the other hand the increasing use of computers as information handling machines in government and business had brought about the idea of computer-based accessible data retrieval. In the end, more and more IBM customers wanted to link dozens of operators directly to central computers by using terminal keyboards and display screens.

In the late 1950s and early 1960s—at the same time that IBM and American Airlines had begun the development of the SABRE airline reservation system—a group of brilliant computer scientists had a new idea for computer usage named ‘‘time sharing.’’ Instead of dedicating a multi-terminal system solely to a single application, they had the computer utility vision of organizing a mainframe computer so that several users could interact with it simultaneously. This vision was to change the nature of computing profoundly, because computing was no longer provided to naive users by programmers and systems analysts, and by the late 1960s time-sharing computers became widespread in the U.S.

Particularly important for this development had been the work of J.C.R. Licklider of the Advanced Research Project Agency (ARPA) of the U.S. Department of Defense. In 1960 Licklider had published a now-classic paper ‘‘Man–Computer Symbiosis’’ proposing the use of computers to augment human intellect and creating the vision of interactive computing. Licklider was very successful in translating his idea of a network allowing people on different computers to communicate into action, and convinced ARPA to start an enormous research program in 1962. Its budget surpassed that of all other sources of U.S. public research funding for computers combined. The ARPA research programs resulted in a series of fundamental moves forward in computer technology in areas such as computer graphics, artificial intelligence, and operating systems. For example, even the most influential current operating system, the general-purpose time-sharing system Unix, developed in the early 1970s at the Bell Laboratories, was a spin-off of an ambitious operating system project, Multics, funded by ARPA. The designers of Unix successfully attempted to keep away from complexity by using a clear, minimalist design approach to software design, and created a multitasking, multiuser operating system, which became the standard operating system in the 1980s.

Electronic Component Revolution

While the nature of business computing was changed by the new paradigms such as real time and time sharing, advances in solid-state components increasingly became a driving force for fundamental changes in the computer industry, and led to a dynamic interplay between new computer designs and new programming techniques that resulted in a remarkable series of technical developments. The technical progress of the mainframe computer had always run parallel to conversions in the electronics components. During the period from 1945 to 1965, two fundamental transformations in the electronics industry took place that were marked by the invention of the transistor in 1947 and the integrated circuit in 1957 to 1958. While the first generation of computers—lasting until about 1960—was characterized by vacuum tubes (valves) for switching elements, the second generation used the much smaller and more reliable transistors, which could be produced at a lower price. A new phase was inaugurated when an entire integrated circuit on a chip of silicon was produced in 1961, and when the first integrated circuits were produced for the military in 1962. A remarkable pace of progress in semiconductor innovations, known as the ‘‘revolution in miniature,’’ began to speed up the computer industry. The third generation of computers characterized by the use of integrated circuits began with the announcement of the IBM System/360 in 1964 (although this computer system did not use true integrated circuits). The most important effect of the introduction of integrated circuits was not to strengthen the leading mainframe computer systems, but to destroy Grosch’s Law, which stated that computing power increases as the square of its costs. In fact, the cost of computer power dramatically reduced during the next ten years.

This became clear with the introduction of the first computer to use integrated circuits on a full scale in 1965: the Digital Equipment Corporation (DEC) offered its PDP-8 computer for just $18,000, creating a new class of computers called minicomputers—small in size and low in cost—as well as opening up the market to new customers. Minicomputers were mainly used in areas other than general-purpose computing such as industrial applications and interactive graphics systems. The PDP-8 became the first widely successful minicomputer with over 50,000 items sold, demonstrating that there was a market for smaller computers. This success of DEC (by 1970 it had become the world’s third largest computer manufacturer) was supported by dramatic advances in solid-state technology. During the 1960s the number of transistors on a chip doubled every two years, and as a result minicomputers became continuously more powerful and more inexpensive at an inconceivable speed.

Personal Computing

The most striking aspect of the consequences of the exponential increase of the number of transistors on a chip during the 1960s—as stated by ‘‘Moore’s Law’’: the number of transistors on a chip doubled every two years—was not the lowering of the costs of mainframe computer and minicomputer processing and storage, but the introduction of the first consumer products based on chip technology such as hand-held calculators and digital watches in about 1970. More specifically, the market acts in these industries were changed overnight by the shift from mechanical to chip technology, which led to an enormous deterioration in prices as well as a dramatic industry shakeout. These episodes only marked the beginning of wide-ranging changes in economy and society during the last quarter of the twentieth century leading to a new situation where chips played an essential role in almost every part of business and modern life.

The case of the invention of the personal computer serves to illustrate that it was not sufficient to develop the microprocessor as the enabling technology in order to create a new invention, but how much new technologies can be socially constructed by cultural factors and commercial interests. When the microprocessor, a single-chip integrated circuit implementation of a CPU, was launched by the semiconductor company Intel in 1971, there was no hindrance to producing a reasonably priced microcomputer, but it took six years until the consumer product PC emerged. None of the traditional mainframe and minicomputer companies were involved in creating the early personal computer. Instead, a group of computer hobbyists as well as the ‘‘computer liberation’’ movement in the U.S. became the driving force behind the invention of the PC. These two groups were desperately keen on a low-priced type of minicomputer for use at home for leisure activities such as computer games; or rather they had the counterculture vision of an unreservedly available and personal access to an inexpensive computer utility provided with rich information. When in 1975 the Altair 8800, an Intel 8080 microprocessor-based computer, was offered as an electronic hobbyist kit for less than $400, these two groups began to realize their vision of a ‘‘personal computer.’’ Very soon dozens of computer clubs and computer magazines were founded around the U.S., and these computer enthusiasts created the personal computer by combining the Altair with keyboards, disk drives, and monitors as well as by developing standard software for it. Consequently, in only two years, a more or less useless hobbyist kit had been changed into a computer that could easily be transformed in a consumer product.

The computer hobbyist period ended in 1977, when the first standard machines for an emerging consumer product mass market were sold. These included products such as the Commodore Pet and the Apple II, which included its own monitor, disk drive, and keyboard, and was provided with several basic software packages. Over next three years, spreadsheet, word processing, and database software were developed, and an immense market for games software evolved. As a result, personal computers became more and more a consumer product for ordinary people, and Apple’s revenues shot to more than $500 million in 1982. By 1980, the personal computer had transformed into a business machine, and IBM decided to develop its own personal computer, which was introduced as the IBM PC in 1981. It became an overwhelming success and set a new industry standard.

Apple tried to compete by launching their new Macintosh computer in 1984 provided with a revolutionary graphical user interface (GUI), which set a new standard for a user-friendly human–computer interaction. It was based on technology created by computer scientists at the Xerox Palo Alto Research Center in California, who had picked up on ideas about human– computer interaction developed at the Stanford Research Institute and at the University of Utah. Despite the fact that the Macintosh’s GUI was far superior to the MS-DOS operating system of the IBM-compatible PCs, Apple failed to win the business market and remained a niche player with a market share of about 10 percent. The PC main branch was determined by the companies IBM had chosen as its original suppliers in 1981 for the design of the microprocessor (Intel) and the operating system (Microsoft). While IBM failed to seize power in the operating system software market for PCs in a software war with Microsoft, Microsoft achieved dominance not only of the key market for PC operating systems, but also the key market of office applications during the first half of the 1990s.

In the early 1990s computing again underwent further fundamental changes with the appearance of the Internet, and for the most computer users, networking became an integral part of what it means to have a computer. Furthermore, the rise of the Internet indicated the impending arrival of a new ‘‘information infrastructure’’ as well as of a ‘‘digital convergence,’’ as the coupling of computers and communications networks was often called.

In addition, the 1990s were a period of an information technology boom, which was mainly based on the Internet hype. For many years previously, it seemed to a great deal of managers and journalists that the Internet would become not just an indispensable business tool, but also a miracle cure for economic growth and prosperity. In addition, computer scientists and sociologists started a discussion predicting the beginning of a new ‘‘information age’’ based on the Internet as a ‘‘technological revolution’’ and reshaping the ‘‘material basis’’ of industrial societies.

The Internet was the outcome of an unusual collaboration of a military–industrial–academic complex that promoted the development of this extraordinary innovation. It grew out of a military network called the ARPAnet, a project established and funded by ARPA in the 1960s. The ARPAnet was initially devoted to support of data communications for defense research projects and was only used by a small number of researchers in the 1970s. Its further development was primarily promoted by unintentional forms of network usage. The users of the ARPAnet became very much attracted by the opportunity for communicating through electronic mail, which rapidly surpassed all other forms of network activities. Another unplanned spin-off of the ARPAnet was the Usenet (Unix User Network), which started in 1979 as a link between two universities and enabled its users to subscribe to newsgroups. Electronic mail became a driving force for the creation of a large number of new proprietary networks funded by the existing computer services industry or by organizations such as the NSF (NSFnet). Because networks users’ desire for email to be able to cross network boundaries, an ARPA project on ‘‘internetworking’’ became the origin for the ‘‘Internet’’—a network of networks linked by several layers of protocols such as TCP/IP (transmission control protocol/internet protocol), which quickly developed into the actual standard.

Only after the government funding had solved many of the most essential technical issues and had shaped a number of the most characteristic features of the Internet, did private sector entrepreneurs start Internet-related ventures and quickly developed user-oriented enhancements. Nevertheless, the Internet did not make a promising start and it took more than ten years before significant numbers of networks were connected. In 1980, the Internet had less than two hundred hosts, and during the next four years the number of hosts went up only to 1000. Only when the Internet reached the educational and business community of PC users in the late 1980s, did it start to become an important economic and social phenomenon. The number of hosts began an explosive growth in the late 1980s—by 1988 there were over 50,000 hosts. An important and unforeseen side effect of this development became the creation of the Internet into a new electronic publishing medium. The electronic publishing development that excited most interest in the Internet was the World Wide Web, originally developed at the CERN High Energy Physics Laboratory in Geneva in 1989. Soon there were millions of documents on the Internet, and private PC users became excited by the joys of surfing the Internet. A number of firms such as AOL soon provided low-cost network access and a range of consumer-oriented information services. The Internet boom was also helped by the Clinton–Gore presidential election campaign on the ‘‘information superhighway’’ and by the amazing news reporting on the national information infrastructure in the early 1990s. Nevertheless, for many observers it was astounding how fast the number of hosts on the Internet increased during the next few years—from more than 1 million in 1992 to 72 million in 1999.

The overwhelming success of the PC and of the Internet tends to hide the fact that its arrival marked only a branching in computer history and not a sequence. (Take, for example, the case of mainframe computers, which still continue to run, being of great importance to government facilities and the private sector (such as banks and insurance companies), or the case of supercomputers, being of the utmost significance for modern science and engineering.) Furthermore, it should be noted that only a small part of the computer applications performed today is easily observable—98 percent of programmable CPUs are used in embedded systems such as automobiles, medical devices, washing machines and mobile telephones.

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Comprehensive analysis of digital twins in smart cities: a 4200-paper bibliometric study

• Open access
• Published: 27 May 2024
• Volume 57 , article number  154 , ( 2024 )

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• Rasha F. El-Agamy   ORCID: orcid.org/0009-0005-0519-3870 1 , 2 ,
• Hanaa A. Sayed   ORCID: orcid.org/0000-0003-0728-6323 1 , 3 ,
• Arwa M. AL Akhatatneh   ORCID: orcid.org/0009-0009-2133-1822 1 ,
• Mansourah Aljohani   ORCID: orcid.org/0000-0001-5233-7738 1 &
• Mostafa Elhosseini   ORCID: orcid.org/0000-0002-1259-6193 1 , 4  

This survey paper comprehensively reviews Digital Twin (DT) technology, a virtual representation of a physical object or system, pivotal in Smart Cities for enhanced urban management. It explores DT's integration with Machine Learning for predictive analysis, IoT for real-time data, and its significant role in Smart City development. Addressing the gap in existing literature, this survey analyzes over 4,220 articles from the Web of Science, focusing on unique aspects like datasets, platforms, and performance metrics. Unlike other studies in the field, this research paper distinguishes itself through its comprehensive and bibliometric approach, analyzing over 4,220 articles and focusing on unique aspects like datasets, platforms, and performance metrics. This approach offers an unparalleled depth of analysis, enhancing the understanding of Digital Twin technology in Smart City development and setting a new benchmark in scholarly research in this domain. The study systematically identifies emerging trends and thematic topics, utilizing tools like VOSviewer for data visualization. Key findings include publication trends, prolific authors, and thematic clusters in research. The paper highlights the importance of DT in various urban applications, discusses challenges and limitations, and presents case studies showcasing successful implementations. Distinguishing from prior studies, it offers detailed insights into emerging trends, future research directions, and the evolving role of policy and governance in DT development, thereby making a substantial contribution to the field.

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1 Introduction

Digital Twin (DT) technology, a cornerstone of the Industry 4.0 era, represents a significant paradigm shift in how we interact with and understand physical systems and assets. Originating from Grieve's 2002 lecture at the University of Michigan (Grieves 2005 ) and later refined by NASA in 2010 (NASA 2010 ), the concept of DT has evolved into a sophisticated, multi-faceted approach to simulation and analysis. A Digital Twin is broadly defined as a digitally created virtual model of a physical object that leverages data to emulate the real-world behavior of the physical entity. It facilitates interaction and interoperability between the physical and virtual entities through interactive feedback, data integration, analysis, and iterative decision-making for optimized control, safety monitoring, and data analysis (Stark et al. 2017 ; Rosen et al. 2015 ).

Kritzinger et al. (Kritzinger et al. 2018 ) further categorized DT into three subtypes: digital model, digital shadow, and digital twin, each representing varying degrees of interaction and correlation between the physical and digital states.

The structure of a DT encompasses hardware and software components connected via middleware. The hardware typically includes IoT sensors and actuators, with the middleware playing a critical role in data management and communication between hardware and software. The software component, often an analytics engine, utilizes machine learning algorithms to transform raw data into actionable insights (Kritzinger et al. 2018 ). As depicted in Fig.  1 , this system encompasses the various components constituting the digital twin architecture.

Digital twin system structure. This diagram illustrates the essential components of a Digital Twin system, showcasing hardware with IoT sensors, middleware for data management, and a software analytics engine

Before going into the various applications of digital twins in various industries, it is important to comprehend the nature of digital twins and two closely connected ideas: digital model and digital shadow. These concepts are crucial for understanding this technology's depth (Kritzinger et al. 2018 ). The first concept is the Digital Model, a static digital representation of a physical object without automatic data exchange between the physical and digital entities. It can take many forms, including simulations, CAD files, 3D models, and mathematical algorithms. Digital models help design, optimize, and test by enabling the visualization, analysis, and manipulation of objects or systems in a digital context. A model is typically an estimation or prediction of how a system, process, or physical thing could function in the future or a certain setting. The second concept is Digital Shadow, which represents unidirectional information flow from the physical object to its digital counterpart, reflecting changes in the physical object. Through sensors, Internet of Things (IoT) devices, or other means, digital shadow gathers data from the asset (a database, a railroad system, or a banking platform). It delivers information that is fed into the model. This indicates that a digital shadow is current with the real object. It is helpful to understand it because it accurately depicts the asset in enough detail. The last concept is the Digital Twin, a dynamic, interactive digital representation capable of simulating, predicting, and interacting with data, showing a reciprocal impact between physical and digital states. Digital twins help with analysis, optimization, and predictive maintenance by simulating, monitoring, and controlling real-world systems or objects. They provide insights for enhancing effectiveness, dependability, and performance, as well as live feedback loops.

Figure  2 demonstrates the evolution from a basic digital model, lacking interactive data exchange, to a digital twin that dynamically mirrors and interacts with its physical counterpart, allowing for a two-way flow of information and continuous adaptation.

The progression from a static digital model to a dynamic digital twin, emphasizing reciprocal interaction between physical and digital assets

Digital twins' ability to reproduce physical items, processes, and systems in a virtual environment makes them useful in various applications. This technology has applications across various sectors and domains, providing several benefits and chances for innovation. For example, in industry, they are used for predictive maintenance, optimizing energy usage in smart buildings, and simulating traffic patterns in smart cities.

In the IoT sector, DTs are pivotal, acting as a critical bridge between the physical and digital realms. They allow for the seamless integration of digital and physical entities, enhancing maintenance capabilities and improving equipment performance monitoring (Fang et al. 2022 ; Mihai et al. 2022 ; Hinchy et al. 2019 ; Guo 2020; Wang and Luo 2021 ; Rajesh et al. 2019 ; Revetria et al. 2019 ). IoT can be seen as the vehicle that drives data to Digital Twins, enabling these virtual entities to replicate and interact with their physical counterparts in real-time. Digital Twins depend heavily on IoT technologies for data acquisition. IoT devices like sensors, RFID tags, and smart wearables collect data from the physical environment, which the digital twin then utilizes for various analyses. This data integration facilitated by IoT is crucial for applications ranging from predictive maintenance in industrial settings to real-time monitoring and augmented reality applications (Rajesh et al. 2019 ; Revetria et al. 2019 ). As described in sources monitoring (Fang et al. 2022 ; Mihai et al. 2022 ; Hinchy et al. 2019 ; Guo et al. 2020 ; Wang and Luo 2021 ; Rajesh et al. 2019 ; Revetria et al. 2019 ), IoT's role is not just about data collection but also about ensuring seamless integration of physical and virtual worlds, thus forming the backbone of any DT system.

While the Internet of Things (IoT) plays a major role in shaping and augmenting the capabilities of digital twins, machine learning augments these capabilities by allowing digital twins to analyze data, forecast, identify anomalies, optimize performance, customize experiences, and learn and improve continuously. Integrating machine learning with DT technology enables real-time, autonomous analysis of extensive data streams, enhancing decision-making and optimizing asset and system performance (Rathore et al. 2021 ; Dong et al. 2019 ; Zohdi 2020 ; Jaensch et al. 2018 ; He et al. 2019 ). Machine Learning, a pivotal branch of Artificial Intelligence, involves algorithms that enable systems to learn and adapt from data without being explicitly programmed. Its relationship with Digital Twin technology is synergistic. Digital Twins, virtual replicas of physical entities, systems, or environments, require advanced analytical capabilities to process and interpret the vast amount of data they receive. This is where Machine Learning comes into play. Machine Learning algorithms in DT systems facilitate the autonomous, real-time analysis of extensive data streams. These algorithms are adept at detecting patterns, making predictions, and optimizing processes based on the data ingested from the physical assets that the digital twins mirror. For instance, Rathore et al. 2021 (Rathore 2021) highlighted how applying advanced AI techniques to data within a DT system enables the creation of an 'intelligent' digital twin. This intelligence is manifested in capabilities like predictive maintenance, operational optimization, and dynamic decision-making based on a continuous stream of sensor and virtual data. The application of various machine learning models, such as Deep Neural Networks (DNNs) or Genetic Algorithms (GAs), is contingent upon the specific requirements and use cases of the intended digital twins (Dong et al. 2019 ; Zohdi 2020 ; Jaensch 2018; He et al. 2019 ). Therefore, Machine Learning is not just a complementary technology for Digital Twins but a fundamental enabler of their advanced functionalities.

In the sector of smart cities, DTs are used for urban planning, traffic management, environmental monitoring, energy management, waste management, public safety, infrastructure maintenance, water management, healthcare, public services, tourism, citizen engagement, economic development, and climate resilience. They provide real-time data crucial for emergency response, optimizing public transportation, and ensuring efficient city operations (Allam and Jones 2021 ; Bouzguenda et al. 2019 ; Svítek et al. 2019 ; Yu et al. 2021 ; Ghosh et al. 2016 ). Smart Cities represent urban areas that integrate various electronic data collection sensors to manage assets, resources, and services efficiently. Digital Twins, within the context of Smart Cities, act as sophisticated tools for urban planning, management, and enhancement of living conditions. They utilize data gathered via IoT devices and analyze it using machine learning algorithms to optimize city operations and decision-making processes. Besides, they contribute to traffic management, environmental monitoring, energy distribution, public safety, and more (Allam and Jones 2021 ; Bouzguenda et al. 2019 ; Svítek et al. 2019 ; Yu et al. 2021 ; Ghosh et al. 2016 ). For example, digital twins utilize data from sensors and cameras to optimize traffic flow and public transportation systems in traffic and transportation management. They use real-time data to monitor air and water quality in environmental monitoring. In energy management, digital twins aid in the operation of smart grids and in identifying potential energy conservation areas. These applications underline the comprehensive impact that Digital Twins, empowered by IoT and ML, can have in transforming urban environments into more efficient, sustainable, and responsive entities.

The primary aim of this paper is to engage in a comprehensive bibliometric analysis, examining the evolving landscape of Digital Twin technology within Smart Cities. The study is dedicated to methodically examining the scholarly dialogue, identifying predominant trends, and revealing key themes and collaborative networks in this area. We aim to provide a detailed, structured understanding of Digital Twin technology's role in urban development, filling a notable void in existing literature reviews. The survey's distinctiveness stems from its thorough data-gathering approach for bibliometric analysis in the field of Digital Twin technology and Smart Cities, selecting the Web of Science database for its broad interdisciplinary coverage and meticulously filtering over 4,220 pertinent articles, enhancing the depth and scope of analysis in these domains.

Our research found that various publications in various literary works are advancing the DT idea. Because there are so many articles available, academics have also published several survey papers that aim to review the current state-of-the-art in digital transformation (DT) development, inform other innovators about potential research gaps, questions, and directions, and point the industry toward potential DT use cases that could yield substantial business value in their particular domain.

Current literature predominantly concentrates on applying digital twin technology within specific facets of smart cities. For instance, Jafari et al. ( 2023 ) and He et al. ( 2023 ) explore the utilization of digital twin (DT) technology in enhancing various sectors of energy management within smart cities, encompassing transportation systems, power grids, and microgrids. Weil (2023) delves into the infrastructure elements of digital twins in smart cities, focusing on storage, computation, and network components. Nica et al. ( 2023 ) investigates Multi-Sensor Fusion Technology's role in sustainable urban governance networks. Dani et al. ( 2023 ) introduces an architectural framework underpinning the flow for digital twin platform development aimed at urban condition monitoring. Lam et al. ( 2023 ) outlines a use case for the 3D visualization of a smart village in Busan, South Korea, employing a 3D Geospatial platform. Paripooranan et al. ( 2020 ) suggests augmented reality (AR)-assisted DT as a pioneering approach towards the future transformation of human-centric industries. Mora (2023) highlights the importance of incorporating innovation management theories into the exploration of smart city transitions, offering novel insights and practical approaches to enhance the governance of smart cities through an innovation management lens. Ariyachandra and Wedawatta ( 2023 ) provides an overview of digital twin technologies' implications on disaster risk management, addressing the challenges of implementing digital twins in smart cities. Additionally, several reviews, including those by Weil (2023) and Wang (2024), focus on bibliometric analyses concerning digital twins in the realm of smart cities.

This work aims to support the other existing survey initiatives and provide a comprehensive comprehension of the DT. The paper gives an in-depth overview of the DT idea, architecture, enabling technologies, applications in smart cities, challenges, performance metrics, datasets, software, and use cases for deploying DTs in diverse industries, complementing prior research. This paper aims to fill a critical gap in understanding the expansive and evolving field of Digital Twin technology and its integration into Smart City development. This study is driven by the need to systematically synthesize and analyze the burgeoning body of research in this interdisciplinary area, providing clarity and direction for future studies. This survey's uniqueness and unprecedented nature stem from its comprehensive and systematic bibliometric analysis of over 4,220 articles on Digital Twin technology and Smart Cities. A focused examination of specialized areas such as datasets, platforms, and performance metrics marks this distinctiveness. The rigorous methodology involving the Web of Science database ensures in-depth interdisciplinary coverage. The survey's meticulous approach in formulating search strategies and selective filtration of relevant articles contributes to its depth and breadth, making it a unique contribution to the field. The significant contributions of this survey paper are listed below:

An overview of the DT definitions, concepts, and architecture in the literature

A Detailed bibliometric study of over 4,220 publications in Digital Twin technology and Smart Cities, including thematic trends analysis like AI and IoT integration.

Examination of datasets, platforms, and performance metrics specific to Digital Twins in urban settings and a critical evaluation of city models.

Applications in Smart Cities: Exploration of Digital Twin technology applications in urban development, encompassing urban planning, energy management, and public health.

Discussion of the challenges in implementing Digital Twin technology in Smart Cities, focusing on data integration, scalability, and security concerns.

Outlining potential research avenues based on current findings, indicating areas for further exploration.

Presentation of practical case studies demonstrating successful Digital Twin integration in urban development.

Summarizing the main findings and implications and a call to action for further research in this evolving field.

The paper's organization follows a clear and structured approach, beginning with Section  1 , an introduction that sets the stage for Digital Twin technology and Smart Cities. It progresses into Section  2 , which provides a detailed bibliometric study, covering objectives, methodology, data collection, and analysis, leading to key findings and implications. Then, Section  3 explores the applications of Digital Twins in Smart Cities. Section  4 discusses some technological aspects of DT. Section  5 presents some examples of datasets and software for developing DT. Section  6 states digital twin performance metrics according to its structure. Section  7 addresses the challenges associated with digital twins. Section  8 introduces some case studies for DT. Section  9 discusses smart city governance in the era of digital twins. Finally, Section  10 summarizes the paper's conclusions and presents future research directions.

2 Bibliometric study on digital twin and smart cities

The primary objective of this research is to perform a bibliometric analysis (Yu and Merritt 2023 ) to acquire a comprehensive understanding of emerging topics, prominent journals, and evolving research trends associated with the application of digital twin technology in smart cities. Additionally, the study aims to shed light on the potential challenges and future research trajectories concerning digital twin technology in the context of smart city development.

2.1 Research methodology

This investigation employed a systematic literature review (SLR) to meticulously explore, assess, and integrate the extant body of knowledge regarding the designated theme, adhering to a rigorously defined protocol (Kyriazopoulou 2015 ). Adopting the SLR methodology is instrumental in delineating the contemporary scholarly landscape of a given topic, thereby uncovering existing research voids and delineating avenues for forthcoming scholarly inquiries (Kitchenham et al. 2009 ). The SLR framework comprises three pivotal phases: planning, execution, and dissemination. The research inquiries were articulated during the planning stage, and criteria for identifying pertinent literature and determining search strategies were established. The execution stage entailed the meticulous gathering and vetting of scholarly works in alignment with the previously established criteria. This phase was initiated with an initial screening of the collected records through their titles and abstracts to ascertain their pertinence to the posed research questions, followed by an in-depth examination of the full-text articles. A bespoke form was devised for the methodical extraction of data, capturing essential information from the chosen articles, such as facets of digital twin components, smart city innovations, and the research lacunae identified therein. Subsequently, the dissemination phase involved the analytical consolidation and synthesis of the compiled literature. The process was underscored by a commitment to transparency and precision, with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) framework guiding the data acquisition methodology (Liberati et al. 2009 ).

2.1.1 Research questions

To delineate the scope of the SLR, the following research questions guided the study:

Q1: What are the components of digital twins in smart city applications?

Q2: What are the existing technologies used in the development of smart city development based on digital twins?

Q3: What are the research gaps and potential areas for future research?

2.1.2 Data collection

This section outlines the steps taken to collect relevant literature for the study. A PRISMA workflow diagram in Fig.  3 illustrates the study's search process. Initial literature searches were conducted in reputable databases such as Web of Science, Direct Science, and Scopus, which were chosen for their extensive coverage of scientific publications and advanced search capabilities. The research strategy applied an advanced search with keywords executed in the Web of Science and Scopus databases with a search string set to ("Digital twin," "virtual twin" or "virtual replica," and "smart city" or "smart cities"), for publications up to September 2023 and set to articles before 2018 were excluded. The period selected for the search is appropriate because there are few publications on digital twins and smart cities before 2018.

PRISMA workflow diagram

2.1.3 Inclusion and exclusion criteria

In this survey, the inclusion and exclusion criteria were meticulously established to ensure a focused and relevant analysis in the fields of Digital Twin technology and Smart Cities. This careful selection was pivotal in delineating the scope of the study.

Inclusion criteria:

Scope of content : Articles must focus on Digital Twin technology and its application within Smart Cities. This includes scholarly articles, conference proceedings, and review articles offering substantial insights into Digital Twin architectures, methodologies for Smart City implementation, technologies employed, and demonstrative case studies or laboratory setups.

Language : Only articles published in English are considered to ensure the clarity and accessibility of the content for our analysis.

Databases : Articles were sourced from the Web of Science, Scopus, and Direct Science databases to ensure a comprehensive and interdisciplinary coverage of the subject matter.

Publication period : Articles published from 2018 to 2023 were included to capture Digital Twin technology's evolution and current state in Smart Cities.

Detail requirements : Articles must present a detailed systematic architecture for a digital twin application and a clear methodology for Smart City implementation. They must also discuss the technologies used and provide demonstrative case studies or laboratory setups.

Exclusion criteria:

Language limitation : Articles published in languages other than English were excluded to maintain consistency and comprehensibility in the analysis.

Irrelevance : Publications unrelated to the direct intersection of Digital Twin technology and Smart Cities, lacking in detailed architecture, clear methodologies, technology discussion, or case studies, were excluded.

Duplication : Duplicated records identified across the databases were removed to ensure the uniqueness and accuracy of the analysis.

Date filter : Articles published before 2018 were excluded to focus the study on more recent developments and applications, reflecting the latest trends and innovations in the field.

The search produced 4,220 records from Web of Science, 382 from Scopus, and 24 from Direct Science. Through a preprocessing step, which involved removing duplicates and applying inclusion and exclusion criteria, 4,507 records were screened. This process yielded 4,073 articles that were deemed eligible for further analysis. The inclusion criteria were specifically targeted at articles that provided detailed systematic architectures for digital twin applications, methodologies for implementing smart cities, descriptions of technologies employed, and demonstrative case studies or laboratory setups.

2.2 Bibliometric study methodology

The methodology of a bibliometric study typically comprises a series of fundamental steps aimed at systematically analyzing scholarly literature within a specific field. These steps include formulating precise research questions to guide the analysis, identifying and selecting appropriate data sources, devising relevant search strategies using carefully chosen keywords, meticulously collecting and preparing the retrieved data, and employing established bibliometric techniques for rigorous data analysis. By adhering to this structured approach, researchers can effectively uncover trends and patterns in scientific publications and citations, thereby gaining valuable insights into the evolving landscape of their area of study (Mora et al. 2019 ). In line with these established practices, this research adopts a systematic approach for collecting, processing, and analyzing academic literature on digital twins within the context of smart cities.

2.3 Data analysis and visualization

This subsection outlines the methodologies and tools implemented to analyze and visualize the bibliometric data. For our study, VOSviewer was selected as the primary tool for managing and interpreting bibliographic data. We utilized network analysis methodologies to generate a range of visual representations. These included co-occurrence analyses, citation and co-citation maps, and keyword co-occurrence maps. Such visualizations were instrumental in uncovering patterns and discerning relationships within the collected dataset.

2.3.1 Publication trends

One of the key indicators in performance analysis is the annual number of publications. This metric serves as an indicator of research productivity. The data collected from 2011 to 2023 reveal a marked increase in publications focused on digital twin technology and smart cities. This surge in research output, demonstrating exponential growth, is depicted in Fig.  4 . This Figure underscores the significance and escalating interest in this interdisciplinary area. Figure  4 illustrates the yearly publication rates concerning digital twins and smart cities. Additionally, Table  1 provides a concise statistical analysis of these findings.

The publications rate of digital twin and smart cities by year from 2011 to 2023

2.3.2 Keyword analysis and research themes

This study's keyword co-occurrence analysis represents a systematic approach to understanding the prevailing keywords associated with digital twin technology and smart cities. The outcomes of this analysis, illustrated in Fig.  5 , reveal a range of predominant research themes and technologies pertinent to the domain of digital twins and smart cities.

Visualization of keyword co-occurrence network

Research themes in digital twin and smart cities:

Theme 1: Integration of AI and big data analytics in digital twins

This theme explores applying advanced deep learning techniques in processing and analyzing digital twin data. Key research areas are identified through terms such as "machine learning," "transfer learning," "simulation," "reinforcement learning," "cloud computing," "AI," "data analysis," "big data," and "forecasting."

Theme 2: Integration of digital twins with IoT

The focus here is IoT technologies, which are central to transmitting and collecting digital twin data. Relevant keywords include "wireless sensor network," "digital devices," "sensors," "5G", "communication," "wireless communications," and "monitoring."

Theme 3: Energy management in digital twins

This theme emphasizes the importance of energy efficiency and sustainability, highlighting keywords such as "energy efficiency," "energy utilization," "sustainability," and "renewable energy."

Theme 4: Security concerns in digital twins

Research in this area deals with the security aspects of digital twins, with keywords like "security," "privacy," "blockchain," and "fault diagnosis".

Theme 5: Cloud computing and digital twins

The final theme investigates the intersection of digital twins with cloud computing technologies, focusing on keywords such as "cloud computing," "edge computing," "fog computing," "blockchain," and "big data analytics."

Predominant technologies in the Digital Twin (DT) domain

Our study analyzed the authors' keywords to ascertain the most prominent technologies within the digital twin sphere. This investigation uses keyword frequency as a metric to identify the key technologies extensively employed in the digital twin (DT) domain. The term 'Internet of Things' (IoT) emerges as the most frequently cited keyword, demonstrated in Fig.  7 . This finding underscores the pivotal role of IoT in the digital twin field, highlighting its extensive research coverage and the ongoing need for in-depth exploration of IoT applications to enhance digital twins' efficacy. Additionally, "AI" and "machine learning" are prominently used to analyze and process large volumes of digital twin data. Other notable technologies such as "cloud computing," "virtual reality," and "digital twin security" have also gained traction. Collectively, these technologies contribute to the efficient storage, visualization, modeling, and security of digital twin data. The data presented in the accompanying table and Fig.  6 substantiate the findings discussed in this subsection.

High-frequency keywords in digital twin research

2.3.3 Analysis of geographical distribution

Examining the geographical distribution in the research and development of digital twin and smart cities technologies offers critical insights into the regional contributions, patterns of collaboration, and prospective areas for advancement. As depicted in Fig.  7 (A), our analysis reveals a broad geographical spread in the field's research activities. We identified key regions contributing significantly to the field by utilizing a citation metric analysis on our dataset, which set a minimum of ten documents and fifty citations per country. China emerges as the leading contributor in terms of citations, followed by the USA, the UK, Italy, and Germany. Furthermore, Fig.  7 (B) corroborates the leadership status of China, the USA, the UK, and Italy in this domain.

A Citations by country in digital twin and smart cities research. B Top 10 publishing countries in digital twin and smart cities research

2.3.4 Analysis of source co-citation

The source co-citation analysis conducted in our study highlights the prominent sources within the domain of digital twins and smart cities. Of 49,275 sources, 433 met the established criterion of a minimum of 50 citations per source. The findings of this analysis are presented in Fig.  8 . The most frequently co-cited journals include IEEE Access, the Journal of Manufacturing Systems, IEEE Transactions on Industrial Informatics, and IEEE Internet of Things. The analysis identified six distinct clusters, each represented by a unique color, as depicted in Fig.  7 (A).

A Co-citation network of sources in digital twin and smart cities research. B Bibliographic coupling network among countries in digital twin and smart cities research

2.3.5 Examination of international collaboration

The observed international collaboration in the digital twin and smart cities sector underscores research's global impact and relevance. Utilizing bibliographic coupling analysis on our dataset, with a set threshold of a minimum of 10 documents and 20 citations per country, 65 out of 103 countries met these criteria. A network visualization visually represents the bibliographic coupling among these countries in Fig.  8 (B).

This analysis collated data on each country's publications, citations, and total link strength. Each node in the figure symbolizes a country whose size reflects its publication count. The visualization reveals that China leads in a collaborative network, boasting approximately 1151 documents and a total link strength of 871,379. Following China are the USA, the UK, and England. Notably, the USA's most extensive collaborations were with China, England, and India, while China's primary collaborations were with the USA, England, and Germany.

The colors in Fig.  8 (B) delineate nine distinct clusters, indicating nations that frequently cite each other's research, suggesting closer collaboration within these groups. This mapping confirms that countries like China, the USA, the UK, Italy, and Germany are at the forefront in advancing research in digital twin and smart cities.

3 Applications of digital twin technology in smart city development

Digital twin technology offers a wide range of applications in smart city development, from optimizing traffic flow and energy usage to improving public safety, Environmental Monitoring and Management, Citizen-Centric Aspects, and Supply Chain Management and Enhancement. By creating virtual replicas of city infrastructure and systems, urban planners and policymakers can visualize potential changes and their impact before implementing them in the physical environment. Furthermore, digital twins can be instrumental in public safety by simulating emergency response scenarios and planning for effective evacuation routes in the event of natural disasters or other crises, as shown in Fig.  9 . As the adoption of digital twins continues to grow, their role in shaping the future of smart cities will become increasingly prominent.

Applications of digital twin technology in smart city development

3.1 Urban planning and management

Urban planning and management encompass the technical and political processes of utilizing land, infrastructure, and buildings within urban areas. This multifaceted domain includes urban design, land use, transportation, zoning, regulation, and environmental planning.

Urban planners and managers increasingly employ digital twin technology to enhance city functions like transportation and sustainability. Digital twins enable more informed decision-making and optimize planning, operations, finance, and strategy. In turn, such systems help reduce carbon emissions and expedite significant projects. Additionally, they enable the simulation of plans before implementation, allowing for the anticipation of potential challenges. The World Economic Forum 2022 recognized the role of digital twins in modeling future sustainable development by integrating digital technology with urban operational systems. This integration facilitates safer, more efficient urban activities. It creates low-carbon, sustainable environments through precise mapping, virtual-real integration, and intelligent feedback of physical and digital urban spaces (Yu and Merritt 2023 ).

Within urban planning and management, digital twins can represent entire cities or specific urban systems, assisting in various ways:

Real-time Monitoring: Integrating sensors and IoT devices with digital twins provides real-time data on urban processes like traffic flow, energy consumption, and air quality.

Simulation and Scenario Testing: Planners can use digital twins to simulate and test different scenarios, assessing the impacts of natural disasters or new transportation systems.

Optimization: Analyzing data from digital twins can identify and address inefficiencies in urban systems.

Public Engagement: Digital twins serve as interactive platforms for public involvement, allowing community members to view proposed changes and provide feedback.

Maintenance and Asset Management: They enable tracking urban infrastructure conditions and predicting maintenance needs.

System Integration: Digital twins facilitate understanding of interdependencies between various urban systems.

Support for Decision-Making: Providing a comprehensive view of the city and its systems, digital twins enhance the decision-making process, ensuring decisions are informed by accurate, up-to-date information.

3.2 Energy management

Energy systems form the backbone of smart cities, ensuring the quality and functionality of these urban environments. This section delves into the application of DTs in energy systems, encompassing transportation systems, power grids, and microgrids.

Digital Twin technology finds varied applications in transportation systems. It supports transportation system infrastructures in several ways, such as monitoring transport systems, traffic forecasting, energy system management, predicting the energy consumption of electric vehicles, IoT-based parking management, analyzing driver behavior, forecasting subway regenerative braking energy, studying pedestrian behavior, controlling health systems, and detecting cyber-physical attacks. DTs can significantly contribute to these areas. For instance, using DTs for transportation system monitoring can reduce maintenance costs. Beyond modeling and planning, DTs facilitate optimal traffic management and provide accurate and extensive traffic and electric vehicle (EV) data, contributing to sustainable development and efficient urban traffic control.

In traffic management, DT technology has been utilized to predict patterns of energy consumption and production (Ketzler et al. 2020 ). Additionally, DTs play a role in IoT-based parking management, improving user services by saving time and reducing parking costs.

Various studies have employed DT technology in diverse contexts. In (Yan et al. 2022 ), authors analyzed real drivers' and pedestrians' behavior using DTs. In (Liu et al. 2020 ; Damjanovic-Behrendt 2018 ), DTs of drivers and vehicles were used in real-time to relay critical information to drivers and vehicles in the physical world. Moreover, in (Crespi et al. 2023 ), the Electric Vehicles (EVs) model employed DTs to monitor the behavior and optimally manage charging programs, using energy consumption parameters and charging capacity and frequency for modeling the virtual twin.

A microgrid is an autonomous energy system characterized by distributed energy resources and interconnected loads. It functions as a manageable entity within the larger grid, enabling it to operate in either island mode or in conjunction with the grid (Ton and Smith 2012 ). The objective of microgrids is to enhance the functionality of energy systems in terms of sustainability, economic viability, efficiency, security, and overall energy management. Key aspects of microgrid performance include reliability, self-sufficiency, security, flexibility, and optimality. Studies on microgrids utilizing the Digital Twin (DT) framework have encompassed areas such as forecasting (Din and Marnerides 2017 ; He et al. 2017 ), management and monitoring (Xu et al. 2019 ; Park et al. 2020 ), fault prediction (Nowocin 2017 ; Goia et al. 2022 ), and security (Huang et al. 2021 ).

The development and implementation of DT-based power grids are instrumental in improving network behavior under various conditions. Network studies employing DT include diverse analyses such as restoration (Biagini et al. 2020 ), reliability (Podvalny and Vasiljev 2021 ), prediction (Park et al. 2020 ), addressing uncertainty (Raqeeb et al. 2022 ), energy hub management (Kuber et al. 2022 ), and ensuring both physical and cyber security. Each of these analyses offers unique insights into network behavior. In reference (Endsley 2016 ), Situation Awareness (SA) is the ability to perceive the elements in a specific environment, understand their properties, and anticipate their future statuses. SA is crucial in augmenting decision-making, especially in complex systems like the Energy Internet of Things (EIoT) (He et al. 2023 ). It provides essential information critical for such systems' operation, enhancing efficiency and effectiveness.

In the application of Digital Twin technology in power systems, several significant challenges emerge:

IT infrastructure limitations: Existing infrastructure often falls short in supporting the data analysis demands of DT environments.

High-performance computing needs: Utilizing high-performance GPUs and cloud services from major providers is essential for adequate support.

Connectivity issues: Software errors and power outages present obstacles in real-time monitoring.

Cybersecurity risks: The extensive data exchange in DT systems heightens vulnerability to cyber-attacks, necessitating secure platforms.

Standardization requirement: The absence of standardized protocols impedes DT development, highlighting the need for unified approaches for model definition, storage, and execution.

The exploration of digital twin applications in energy management reveals several key areas for future development:

Advancements in big models: Addressing challenges in AI, such as limited model generalization and the need for high-quality data, by developing larger, more adaptable models.

Virtual twin structures in power systems: Detailed modeling of power system entities using virtual twins, enabling dynamic visualization and strategy development for urban transformation.

Application of theoretical models: Utilizing chaos and complex system theories (Mir et al. 2022 ) to understand and optimize the nonlinearities in power systems, offering a novel approach to managing system complexities.

3.3 Traffic and mobility management

Traffic and Mobility Management in Smart Cities (Xu et al. 2023 ), enhanced by Digital Twin (DT) technology, represents a significant advancement in urban planning and logistics. DTs enable:

Real-time traffic simulation : Mimicking urban traffic flow to identify and alleviate congestion points.

Public transportation optimization : Analyzing patterns to improve transit routes and schedules.

Pedestrian flow management : Ensuring safer and more efficient pedestrian movement.

Pollution reduction : Aiding in strategies to lower emissions through traffic regulation.

Emergency response enhancement : Assisting in quicker and more efficient routing for emergency services.

Data-driven decision making : Utilizing sensor data for informed traffic management decisions.

Sustainable urban planning : Contributing to long-term urban sustainability goals through efficient mobility solutions.

These applications of DT in traffic and mobility management significantly contribute to creating more livable, efficient, and sustainable urban environments.

3.4 Environmental monitoring and management

Digital twin technology is increasingly integral in urban development, offering real-time insights and solutions for environmental management:

Optimization and prediction: Digital twins, as virtual representations of physical entities, enable process optimization, change monitoring, and future scenario prediction (Wang et al. 2023 ).

Environmental monitoring applications: Usage in water quality monitoring, detecting pollutants, and adapting to changing environmental conditions.

Data integration in smart cities: Interconnection of multiple digital twins, using diverse data sources like temperature and humidity, to forecast environmental conditions (Ivanov et al. 2020 ).

Sensor utilization: Various sensors capture essential environmental data for digital twin construction, including Kinect v2 depth cameras and electronic gloves for manufacturing systems (Nikolakis et al. 2018 ).

Food industry monitoring: Application in monitoring and predicting food quality, employing wireless sensors for environmental factors like humidity and temperature (Defraeye et al. 2019 ).

Agricultural management: Use in agriculture for crop growth monitoring and simulating interventions, aiding in remote farm management (Verdouw et al. 2021 ).

Healthcare applications: Implementation in healthcare for environmental monitoring and mental health management using smartwatch sensors (Bagaria et al. 2019 ).

These diverse applications showcase the role of digital twins in enhancing urban planning, agriculture, healthcare, and more.

3.5 Public health and safety

In the development of Smart Cities, Digital Twin Technology plays a crucial role in enhancing public health and safety (Erol et al. 2020 ). It offers a dynamic and integrated approach to managing complex urban health challenges through simulation and analysis. This technology's applications include:

Disease outbreak prediction and management : Leveraging real-time data to simulate disease spread and plan responses.

Emergency preparedness : Using simulations for natural disasters or public safety incidents to enhance response strategies.

Resource optimization in healthcare : Improving the allocation of healthcare resources like hospital beds and emergency services.

Environmental health monitoring : Tracking and analyzing environmental factors that impact public health, such as pollution levels.

Public safety and incident response : Simulating various scenarios to optimize law enforcement and emergency services.

These applications demonstrate the transformative impact of Digital Twin Technology in public health and safety within Smart Cities.

3.6 Citizen-centric aspects

Technological advancements have focused on urban development and infrastructure management, employing physical sensors such as the Internet of Things (IoT) and satellites (Borrmann et al. 2018 ). However, not all city digital twin implementations have citizen engagement in mind. A citizen-centric digital twin (CCDT) approach views citizens as integral components of a data-driven city, with human sensors playing a key role in addressing city-scale challenges (Saeed et al. 2022 ). This approach distinguishes itself from traditional digital twin frameworks by prioritizing citizens as the central element and integrating technologies like processing, data acquisition, and visualization to enhance citizen involvement in infrastructure governance.

Developing a CCDT requires the execution of numerous processes and technologies. One such technology involves sensors like Volunteered Geographic Information (VGI) (White et al. 2021 ), which transfer data from the actual city to its digital twin, followed by analysis using various analytical tools. Managing data from diverse sources at a city scale presents challenges in scalability, reliability, and the performance of real-time analytics and modeling (Langenheim et al. 2022 ).

The study by Abdeen et al. (Abdeen et al. 2023 ) indicates a scarcity of publications in this field over the past five years. However, a rising trend in CDT interest post-2017 was noted, with publications doubling by the end of 2022 compared to 2019. Research works (Ford and Wolf 2020 ; Fan et al. 2021 ) discuss the application of digital technologies in catastrophic situations and emergency responses. The capabilities of intelligent digital twins in various application fields have been examined (Shahat 2021; Deren et al. 2021 ), with the latter focusing on hazards like epidemic services, traffic control, and flood monitoring. (Shahat et al. 2021 ) concentrated on data simulations, fusion, administration, and collaboration. (Charitonidou 2022 ) addressed citizen participation in decision-making, highlighting that limited variables and processes and overlooking social aspects of urban contexts can render citizen input integration ineffective.

In the literature, various data acquisition mechanisms are employed to support CCDTs. One prominent method is the use of open-source data platforms (OSDP), providing spatiotemporal performance data relevant to CCDT applications like disaster management (Ghaith et al. 2022 ) and public services monitoring (Diakite et al. 2022 ). However, the effectiveness of CCDTs can be compromised if data is unreliable. Another mechanism is crowdsourcing, which generates large quantities of data and is particularly useful when remote or IoT sensors are unavailable (Trusov and Limonova 2020 ). Nevertheless, citizens' data errors or bogus inputs can affect CCDT effectiveness (Trusov and Limonova 2020 ). Visionary concepts for disaster city digital twins with extensive data (images, text, geo maps) have been proposed to enrich CCDT content (Fan et al. 2021 ).

Remote sensors are effective in modeling 3D city aspects of CCDTs and for large-scale urban monitoring (Fan and Mostafavi 2019 ; Fan et al. 2020 ). Geospatial platforms storing and managing data from individual vehicles or pedestrians have been proposed (Lee et al. 2022 ), though data accessibility to all stakeholders remains challenging for CCDT integration. Furthermore, IoT sensors (Nochta et al. 2020 ), deployed in large numbers and integrated effectively, facilitate urban data monitoring but require advanced communication infrastructure.

Advanced AI algorithms also play a crucial role in CCDTs, enhancing citizen engagement. Genetic algorithms (Fan et al. 2021 ) have been used to study the range of disruptions during hazard events, while Convolutional Neural Networks (CNN) (Pang et al. 2021 ) and Burst detection algorithms (Fan et al. 2021 ) help analyze crowdsourced data and social media frequencies providing insights into citizen perspectives and infrastructure governance through CCDTs.

3.7 Supply chain management and enhancement

The supply chain, encompassing the entire spectrum from raw material sourcing to the distribution of finished products, has seen a transformative integration of Digital Twin technology in recent years. Digital Twins, as virtual models of physical assets, offer real-time monitoring, analysis, and optimization across all facets of the supply chain, ranging from procurement to distribution (Tao et al. 2017 ). According to van der Valk et al. (van der Valk et al. 2022 ), these digital replicas enable two-way data exchange between the digital and physical worlds, providing professionals with exceptional visibility and traceability. This level of insight facilitates the identification of complex behavioral patterns and proactive problem detection, which is crucial for maintaining operational continuity.

As Gerlach et al. (Gerlach et al. 2021 ) highlight, Digital Twins are instrumental in offering real-time inventory insights, enabling the simulation of various scenarios, and assisting in planning and forecasting. These capabilities can result in significant cost reductions and process efficiency improvements. The study by Srai et al. (Srai and Settanni 2019 ) explores the optimization opportunities that Digital Twins offer in areas such as transportation resource management, demand–supply analysis, customer service improvement, and revenue enhancement. They also emphasize the role of technology in identifying and addressing inefficiencies.

The influence of Digital Twins in improving stock availability, a key aspect of manufacturing operations, is underscored by Abouzid et al. (Abouzid and Saidi 2023 ). Furthermore, (Lugaresi et al. 2023 ) introduces the concept of "technological labelers" like IoT devices, cloud computing, and advanced analytics, which are crucial in developing a comprehensive digital twin of a company's value chain. IoT integration, in particular, is noted for significantly enhancing supply chain efficiency by providing real-time data and contextual insights. In addition, distorted demand signals can result in various supply chain challenges, which can be effectively addressed using Digital Twin technology (Abouzid and Saidi 2023 ).

In conclusion, the discourse delves into the exploration and development of digital twins within automated manufacturing systems, showcasing the expansive potential of this technology in modernizing and streamlining supply chain management processes (Abideen et al. 2021 ).

4 Technological aspects of digital twin

This section explores the fundamental components and emerging advancements in digital twin technology, covering various technological aspects essential for understanding Digital Twins across disciplines. Each component offers unique insights into critical subjects, including distinctions between Digital Twins and Building Information Modeling (BIM) and the development of Cognitive Twins. By studying frameworks like the Five-Layer Architecture and advancements such as Cloud and Edge Computing integration, this section aims to reveal the technological foundations driving the evolution of Digital Twins. Readers will gain a deeper understanding of the technological breakthroughs shaping the future of Digital Twins and their applications through this comprehensive examination.

4.1 Distinction between digital twins and Building Information Modeling (BIM)

In construction technology, the emerging potential of digital twins and the rapid advancement of smart technologies has garnered significant interest. Although 'digital twin' is a relatively new term in the construction research literature, it is often conflated with Building Information Modeling (BIM), leading to some conceptual ambiguity. It is imperative to clarify the differences between these two concepts.

Building Information Modeling (BIM) is a digital representation of a building or structure's physical and functional characteristics. It is a tool architects, engineers, and construction professionals utilize to create detailed digital models of buildings, encompassing all systems and components, including architectural, plumbing, electrical, and HVAC systems. BIM enables the creation of accurate construction plans, virtual walkthroughs, and performance testing under various scenarios. (Wang and Meng 2021 ) defined BIM as a method that integrates geometric and non-geometric data. The 3D model, often called the BIM model and realized through object-oriented software, is a critical component of BIM (Cerovsek 2011 ). However, BIM primarily manages static data and requires external technologies to update models with real-time data (White 2021). In construction projects and asset management, a vast amount of non-geometric data is essential for informed decision-making but is often underutilized (Khudhair et al. 2021 ). BIM models have limited capacity to handle large volumes of dynamic and multifaceted data, necessitating advanced storage and processing technologies. These limitations can lead to data underutilization, inefficient decision-making, and financial implications. The advent of digital twin technology offers a solution to overcome these constraints inherent in BIM.

Digital twins and BIM represent two distinct technological applications in the construction sector, differentiated by their functions. BIM is most effective in the design and construction phases, while digital twins excel in building maintenance and operations. A digital twin system involves data linkage that transfers information between the physical asset and its virtual counterpart. This indicates that a BIM (Building Information Modeling) model is the initial step toward developing a digital twin in the construction industry. Digital twin technology integrates the BIM model with the physical world, enabling bidirectional data exchange. This connection allows for the real-time updating of the BIM model, enhancing asset implementation and management decision-making. The synergy between BIM and Digital Twin technology has the potential to revolutionize the construction industry. By combining the detailed architectural and structural information provided by BIM with the real-time operational data and analysis capabilities of Digital Twin technology, construction professionals can create comprehensive, accurate digital models of buildings. These models can then continuously monitor and optimize building performance in real-time.

4.2 Framework of the five-layer architecture in digital twins

A digital twin, essentially a digital representation of a physical entity, process, or person contextualized in a virtual environment, is a pivotal tool for organizations to simulate real-world scenarios and outcomes, thus enhancing decision-making capabilities (Moosavi et al. 2021 ). As shown in Fig.  10 , the architecture of digital twins is typically structured into five principal layers, as outlined in (Jones et al. 2020 ):

Five-layer architecture in digital twins

Physical layer : This foundational layer comprises the actual physical objects or entities. It utilizes sensor technology for data acquisition and can receive commands from the virtual layer. This layer provides real-time data feedback to the digital twin model.

Data sensing layer : Responsible for collecting diverse information types, this layer employs various sensors to monitor the system's status and operational process in detail. The data heterogeneity and variety stem from diverse data generation sources, such as IoT sensors, information systems, and wearable devices.

Data transmission layer : As a crucial link, this layer ensures data transmission between the physical and virtual layers. It leverages communication integration protocols and interactive security technologies to facilitate this transfer (Lohtander et al. 2018 ).

Virtual layer : In this layer, the components of the real world are digitally reconstructed. It builds a collection of digital twins using data transmitted from the physical layer, enhanced with historical or integrated network data. This layer dynamically tunes itself based on the real-time data from the physical layer and can be influenced by modifications made in the application layer.

Application layer : This layer visualizes the data and simulations derived from the virtual layer, presenting a graphical model that staff can easily interpret. Modifications in the physical or virtual layer parameters can lead to simulation changes. These can then be revised and optimized based on the observed or extrapolated results.

Each layer in this five-tier architecture plays a distinct yet interconnected role, collectively enabling the digital twin to function as a comprehensive, dynamic system for analyzing, simulating, and enhancing real-world processes and entities.

4.3 Integration of cloud and edge computing in digital twin environments

Cloud computing represents a large-scale computational approach that leverages the Internet to facilitate sharing computing, storage, and other resources, accessible anytime and anywhere on demand. In contrast, edge computing is a novel computational model that processes a portion of data using distributed computing, storage, and network resources between data sources and cloud computing centers.

Edge computing is increasingly recognized for its potential to enhance privacy, reduce latency, conserve energy and costs, and boost reliability. It is particularly well-suited for Digital Twin (DT) scenarios that demand low latency, high bandwidth, high reliability, and stringent privacy measures. In DT-assisted edge computing setups, the framework includes user devices, edge servers, resource devices, and the DT itself. User equipment initiates task requests to the edge server, which then allocates computing resources to the task, with the DT deployed within the edge server. Reviewed literature demonstrates the application of Cloud and Edge technologies in various contexts. Cloud storage is universally employed in these studies. Earlier research also utilized cloud computing for user interfaces, with cloud-rendered 3D models, as indicated in (Xu et al. 2021 ), or through GUIs accessible via web applications as in (Urbina Coronado 2018). While initial studies relegated intensive data processing and analytics to cloud computing due to its superior resource access, recent advancements in edge device capabilities have led to the implementation of edge computing, employing techniques for heavy data analysis or machine learning (Cathey et al. 2021 ; Lu et al. 2021a ; Zhang et al. 2022 ).

Recent digital twin research, such as (Alam and El Saddik 2017 ), employs edge computing, describing a framework where each device is represented as a cloud-based digital twin. This hierarchical architecture involves higher-level digital twins composed of simpler units in a master/slave relationship, enhancing the communicability of traditional cyber-physical systems with cloud servers' advanced computational and storage capacities. Focus on edge-based architectures is evident in (Dong 2019; Lu et al. 2021a ), with research by Dong (Dong 2019) on enhancing energy efficiency in 5G services through deep neural networks and Lu (Lu et al. 2020 ) exploring the use of digital twins in-network replication and machine learning via federated learning.

In industry, studies such as (Lu et al. 2021b ; Zhang et al. 2022 ) concentrate on Smart Vehicles, driven by the rise in edge computing power. Other research, including (Liu et al. 2019 ; Martinez-Velazquez et al. 2019 ), investigates the application of digital twins in healthcare, aiming to provide high-quality, real-time care to senior citizens. Most other studies, such as (Xu et al. 2021 ; Urbina Coronado et al. 2018 ; Hu et al. 2018 ; Bellavista et al. 2021 ), are categorized under Smart Manufacturing, focusing on industrial productivity improvements. Cloud-based digital twins play a crucial role in optimizing IoT device energy consumption and operational efficiency (Li et al. 2020 ), detecting and preventing potential system failures (Cathey et al. 2021 ), and ensuring data privacy and integrity (Wen et al. 2020 ). Thus, cloud computing and IoT emerge as complementary technologies, synergistically advancing the development of smart, interconnected systems.

Research in the Oil and Gas industry reflects a systematic adoption of digital twins and cloud/edge computing. For instance, (Pivano et al. 2019 ) discusses offloading simulations and data analysis to public cloud servers to access greater computational resources and avoid complex local IT infrastructures. Tygesen et al. (Tygesen et al. 2018 ) highlight the role of high-performance cloud computing in wave load modeling, which is essential for maintaining offshore platform integrity. (ASME 2018 ) describes the use of cloud data lakes for data verification and physical model feeding. At the same time, a microservices-based approach has been presented for designing and implementing digital twins using open-source tools (Zborowski 2018 ).

4.4 Implementation of augmented reality in digital twin technology

Augmented Reality (AR) is a technology that merges the real with the virtual, facilitating real-time interaction and 3D registration (Damjanovic-Behrendt and Behrendt 2019 ). It enhances user experience by superimposing graphics, video streams, or holograms onto the physical world (Yin et al. 2023 ). It is supported by various devices such as AR head-mounted displays (HMD), tablets, head-up displays (HUD), projectors, VR HMD with cameras, and 2D screen augmentations.

AR's enhancements are primarily derived from its visualization, interaction, 3D registration, and information collection capabilities as a unified device (Billinghurst et al. 2015 ). AR contributes to Digital Twin (DT) technology in several dimensions. In the virtual twin dimension, AR provides visualization of non-registered geometry, data, workflows, and basic status monitoring and alerting for operators. It also allows users to update DT information, for example, by scanning barcodes or adding annotations. However, the full potential of AR in augmenting DTs remains underexploited. In the hybrid twin dimension, AR enables multi-modal interactions and on-site registered visualization, with a need for further exploration and utilization in cyber-physical interaction functions. In the cognitive twin dimension, AR-assisted DT, bolstered by edge-cloud computing systems, is poised to play a more significant role in areas like visual programming, human–robot collaboration (HRC), product design, and human ergonomics, marking promising future directions for AR-assisted DT.

Applications of AR-assisted DT span a wide range of physical scenarios, encompassing the entire product lifecycle, including the management of production facilities and services. The production process and service phases include design, production, distribution, maintenance, and end-of-life stages, as illustrated in Fig.  11 .

Applications of AR-Assisted digital twins in engineering lifecycle, including design, production, distribution, maintenance, and end-of-life stages

The systematic design process involves prototyping, pilot runs, and testing operations. Real-time data from product usage, collected by sensors, informs smart product service design or redesign, integrating DT in mapping virtual and physical objects (Praschl and Krauss 2022 ). Research in AR device utilization for design falls into three categories: product design (Zheng et al. 2018 ), service design, and system design. Service design, a creative and user-centric process for enhancing or creating new services (Chang et al. 2020 ), is supported by several studies focusing on operation training (Blomkvist et al. 2023 ), driving and flight guidance (Moya et al 2020b ), smart environments (Vidal-Balea et al. 2021 ), smart cities (Lacoche and Villain 2022 ; Ssin et al. 2021a ), and smart wetlands (Ssin et al. 2021b ), aiming to deliver user-centered services that cater to the needs of users and stakeholders.

System design entails developing architecture, components, and core algorithms for AR-assisted DT scenarios. Moya et al. (Aheleroff et al. 2020 ; Moya et al. 2020a ) introduced two self-learning DT systems with screen augmentation for fluid behavior prediction and beam load analysis.

The production process includes goods fabrication or service provision, subdivided into process planning and scheduling (Wiegand et al. 2018 ), monitoring and control (Lemos et al. 2022 ), assembly (Kritzler et al. 2017 ), and robotics-related works (Židek et al. 2021 ). Real-time machine status monitoring and interactive control are prevalent in research, as demonstrated by Paripooranan et al. (Paripooranan et al. 2020 ), who developed an AR-enabled 3D printer DT for alerting abnormal statuses.

In distribution, warehouse management utilizes AR and DT, as shown by Petković et al. (Petković et al. 2019 ) in their use of a warehouse system DT (comprising the warehouse, automated guided vehicles (AGV), and operators with AR HMD) to test a human intention estimation algorithm.

Maintenance work encompasses various strategies and can be categorized into reactive, preventive, and predictive maintenance (Petković et al. 2019 ), adopting different approaches within the AR-assisted DT framework.

4.5 Hybrid twins in mixed reality applications

Mixed Reality (MR) applications offer an interactive experience that blends real and virtual environments, akin to Augmented Reality (AR) (Damjanovic-Behrendt and Behrendt 2019 ). Additionally, the term Extended Reality (XR) encompasses Virtual Reality (VR), AR, and MR and has been included in the research scope. The enhancements brought about by AR are examined across three distinct dimensions of the digital twin: the virtual twin, hybrid twin, and cognitive twin, as depicted in Fig.  12 .

Layered framework for digital twin classification based on augmented reality devices' perceptual capabilities

The virtual twin dimension encompasses data transmission from physical to virtual realms, non-registered visualization, and essential status monitoring and alerting functions based on sensor data. When enhanced by Augmented Reality (AR) devices' perceptual capabilities, this dimension can improve the data transmission process from the physical to the virtual space and suitably update Digital Twin (DT) information. Beyond IoT sensor data, on-site information such as barcodes and workspace details can also be gathered through AR applications, exemplified in warehouse management (Xia et al. 2022 ).

Reference (John Samuel et al. 2022 ) discusses the concept of hybridization in DTs, focusing on refining DT accuracy through self-adaptation and data-driven estimation techniques. This approach integrates physics-based model predictions with process measurements, creating a hybrid digital twin (HT) that facilitates the soft-sensing of otherwise hard-to-predict data.

The hybrid twin dimension emphasizes analysis and feedback from the virtual to the physical world, such as context information-related analysis, visual registration, multi-modal interaction and control, and the functionalities based on these aspects. Traditional DTs manage real-time data analysis, including simulation, prediction, diagnosis, and optimization, feeding back the analysis outcomes from the virtual to the physical world. AR-assisted DTs enhance this analysis with on-site data, adding capabilities like object localization, scene understanding, and cyber-physical interaction computation. For instance, in human–robot collaboration (HRC) assembly (Johansen et al. 2023 ), the hybrid twin dimension offers immersive visual registration beyond traditional 2D interfaces, displaying geometry and key data overlaid on the physical entity in the correct position. In contexts such as assembly (Liu et al. 2022 ; Zhao and Sun 2020 ), maintenance (Meier et al. 2021 ; Li et al. 2021 ; Rabah et al. 2018 ), and manual or semi-automated tasks (Koteleva et al. 2021 ; Rebmann et al. 2020 ; Mandl et al. 2017 ), operators can reference on-site instructions and guidance to work more efficiently. Additionally, geometry overlay for inspection (Catalano et al. 2022 ; Xie et al. 2020 ) or motion preview (Kim and Olsen 2021 ) aids operators in verifying the shape or movement of physical entities against planned outcomes. Users can also add geometry-linked or position-related annotations through AR.

Akroyd et al. (Akroyd et al. 2022 ) introduced the concept of the Universal Digital Twin, a digital twin that leverages a dynamic knowledge graph to enable cross-domain interoperability for DTs.

4.6 Development of cognitive twins in digital twin technology

Cognitive twins represent an advanced form of digital twins endowed with high-level cognitive capabilities encompassing machine and human intelligence. These cognitive twins are designed to address complex and unpredictable situations using enhanced computational power dynamically. Augmented Reality (AR) significantly contributes to the development of cognitive twins as it can function as a wearable computational unit within the edge-cloud architecture (Li et al 2022 ). HoloLens 2, a widely-used AR device, notably possesses substantial computing power (1 T FLOP) compared to wearable devices like sensors. This capability allows training models on high-power devices and their subsequent deployment on HoloLens 2, highlighting one of AR's key benefits to digital twins.

Cognitive Digital Twins (CDTs), originating from the domains of Industry 4.0 and Smart Cities, are recognized for their ability to support autonomous activities (Um et al. 2018 ; Liu et al. 2023 ; Zheng et al. 2021 ). Semantic technologies, including ontology and Knowledge Graph (KG), are vital in interlinking digital twins in virtual spaces. These technologies eliminate ambiguity across heterogeneous systems, thus enhancing digital interoperability and enabling cooperative decision-making (Rožanec et al. 2022 ). As defined by (Pan et al. 2021 ), ontology involves a set of formal and explicit vocabularies characterized by shareability and reusability, describing domain-specific knowledge, entities' attributes, and their interrelationships. While early research primarily focused on utilizing ontology for data modeling and sharing (Rožanec et al. 2022 ), recent studies emphasize that integrating semantics with digital twin technologies can advance the capability and interoperability of CDTs in autonomous and cooperative decision-making (Zheng et al. 2021 ).

The knowledge graph has become increasingly important in developing and managing CDTs because it can delineate relationships between real-world entities or link data (Liu et al. 2023 ). For instance, recent research has explored using knowledge graphs and digital twins in managing assets and tasks in smart manufacturing systems (Guarino et al. 2009 ) and underwater ship inspections (Zheng et al. 2023 ). Some studies have concentrated on methodologies that leverage knowledge graphs to create semantic data models for shaping digital twins (Waszak et al. 2022 ).

Furthermore, the evolving flexibility and customization in futuristic smart manufacturing are closely linked with human intelligence. For example, in human–robot collaboration (HRC) tasks aimed at improving human ergonomics (Steinmetz et al. 2022 ), operators can adjust robot poses through gesture-based interactions with the robot's digital twin. After receiving instructions from human operators, the robot digital twin learns to perform better and meet human needs. Additionally, in the timber prefabrication process (Dimitropoulos et al. 2021 ), AR provides effective interaction methods to enhance mutual understanding between operators and collaborative robots, ultimately facilitating harmonious task sharing.

4.7 Classification of digital twins by scale

Digital twins can be categorized into various types based on their scale and comprehensiveness, including component, asset, system, and process twins (Amtsberg et al. 2021 ).

Component twins : This approach suits large, complex digital twins. The adaptation and uncertainty quantification of the model in such applications can be framed as a Bayesian state estimation problem. Here, data from the physical world is used to infer which models from a model library best represent the digital twins. This approach strategically selects specific components for replication in the digital twins to avoid data redundancy and reduce costs. Microsoft has developed the Azure Digital Twins (ADT) platform (Cinar et al. 2020 ), facilitating model creation and offering a graph API for querying and interacting with these digital twins. The ADT platform enables users to visualize and examine the relationships among components, such as creating 3-D digital twins of a factory with a user-friendly interface. This interface allows operators to monitor the state of each machine. A notable challenge in this scenario involves loading each 3-D object instance into the scene. Repeated loading of the same object in different locations can lead to inefficiencies.

To address this, future developments in component twins could involve a system where a single instance of a 3-D object is streamed, loaded into memory, and rendered multiple times as needed. This approach would optimize the handling of 3-D objects in digital twin environments, enhancing efficiency and reducing the computational load.

Asset twins : This methodology focuses on creating data-driven digital twins using a library of physics-based reduced-order models. When a single model library is shared among numerous assets, this approach can effectively scale to applications requiring a substantial number of digital twins (Krzyczkowski 2019 ). Asset twins involve an estimation process wherein online sensor data from a physical asset determines which models from the library should be integrated into the digital twin. Future advancements in asset twins should enhance the robustness of model selection, particularly in the context of corrupted data. Implementing mechanisms to improve robustness and incorporating various damage models to detect and classify actual asset damage is also essential. GE Healthcare (Kapteyn et al. 2020 ) has noted the application of asset twins in healthcare, addressing challenges such as staffing model design and surgical block schedule optimization.

System twin : Operating at a higher level, system twins amalgamate different assets to form a complete functional system, such as a vehicle's brake system (Aghdam et al. 2021 ). These twins offer insights into asset interactions, thereby augmenting overall performance.

Process twin : Process twins utilize high-performance computing to optimize equipment and manufacturing processes. This is achieved by integrating multidimensional process knowledge models (Aghdam et al. 2021 ). Manufacturers can attain unparalleled efficiency and deeper insights by combining production processes with economic considerations.

Application : A digital twin system integrating Virtual Reality (VR) and Artificial Intelligence (AI) technologies has been developed to monitor and analyze welder behavior. This system exemplifies the practical application of digital twin technology in understanding and improving specific work processes.

5 Datasets, data models, and software for developing digital twins

The transformation of physical assets into digital twins involves an in-depth asset data collection process, which is then utilized to form an exact digital counterpart. This procedure is essential for asset management and predictive maintenance. There are variant data models and datasets used to underpin the digital twin initiative and significantly enhance the effectiveness and capabilities of digital twin implementations while reducing development efforts and optimizing the total cost of ownership. Many software applications have recently been used to create and manage digital twins. This section presents samples of Data models, Datasets, and software applications.

5.1 Smart city data models and datasets

To illustrate the potential of digital twins in smart cities, let us consider examples of digital twin data models and datasets that provide valuable insights for urban planning and management. Digital twin data can be applied in both tangible and virtual realms. These data are pivotal for asset monitoring, operational optimization, and safety enhancement in physical settings. On the other hand, virtual landscapes enable realistic simulations, training endeavors, and strategic planning. This dual use of digital twins highlights their adaptability, effectively bridging the real and digital domains.

One of the cornerstones of DT design and development is modeling data. Data originate from heterogeneous sources, use various protocols, and include their own data attributes, attribute types, and relationships. In order to ensure interoperability, it is necessary not only to standardize the communication between DT components but also to standardize the data format that flows through these components.

3D city modeling transcends mere data acquisition and processing, extending into data management, storage, and exchange. Consequently, open and standardized data models and exchange formats are essential for 3D city modeling. CityGML and its streamlined counterpart, CityJSON (Ledoux et al. 2019 ), are the most established data formats for 3D city models. These formats facilitate representations ranging from basic to richly detailed, depending on the required level of detail (LoD). The building model is depicted in five levels of detail, from LOD0 to LOD4, with higher LoDs offering more detail and accuracy. The aim is to manage the complexity of 3D models effectively.

In their study, the authors (Lei et al. 2022 ) assess 40 authoritative 3D city models that have emerged since 2013. This evaluation yields both quantitative and qualitative insights. The framework developed offers a thorough and structured comprehension of the landscape of semantic 3D geospatial data while also serving as an evaluated compilation of open 3D city models.

In (Ledoux et al. 2019 ), digital twin (DT) initiatives in cities are classified based on the nature of their digital replicas (static or dynamic, i.e., incorporating sensor or IoT data) and the extent of data integration (the data connection between the physical and digital worlds). Various static datasets utilize digital model integration, including Helsinki 3D + , Espoo, Vienna, Zurich 3-4D, and Amsterdam3D. Meanwhile, dynamic datasets such as Digital Twin Munich, Rennes 3D, Virtual Gothenburg, and Sofia-Bulgaria employ digital shadow integration. Furthermore, dynamic datasets like DUET, Fishermans, and Virtual Singapore implement digital twin integration. It can be inferred that most initiatives are digital shadows, given that data connections from the real world to the digital copy are automated. At the same time, the reverse typically involves manual processes (human interventions adapting the physical world). This bidirectional connection warrants further exploration.

Many research projects and similar initiatives mainly focus on collecting and providing IoT data generated from smart cities. For example, the ODAA platform ( 2016 ) Footnote 1 provides open access to data collected from the City of Aarhus using IoT infrastructure deployed within the city. The datasets within the ODAA are categorized across various applications, including energy, population and society, transport, education, and more. Moreover, San Francisco Open Data ( 2024 ) Footnote 2 and the City of Chicago Data Portal ( 2024 ) Footnote 3 provide a centralized collection of relevant smart city datasets that are publicly accessible.

For example, the NYC Open Data Initiative has already leveraged digital twin technology to improve urban planning and citizen engagement. By providing access to a wide range of open data, including information on infrastructure, public services, and environmental factors, the initiative has empowered citizens to actively participate in shaping the city's future.

5.2 Software for digital twin creation and management

Numerous digital twin software applications are available for creating and managing digital twins in buildings, cities, and urban systems. Some notable examples include:

Autodesk revit (Autodesk 2019 ): This software is extensively used for Building Information Modeling (BIM) and is acclaimed for its comprehensive design, documentation, and collaboration tools. It enables architects, engineers, and construction professionals to create detailed 3D models and provides extensive data for informed decision-making throughout a building's lifecycle.

Esri cityengine (Badwi et al. 2022 ): CityEngine is a robust software tool for crafting 3D city models. It is utilized by urban planners and designers to generate detailed and lifelike representations of cities, offering capabilities for cityscape generation, urban environment modeling, and simulation of various urban scenarios. It also integrates with GIS data to enhance city models with geographic information and analysis.

Bentley systems openbuildings designer (Mainisa et al. 2023 ): This BIM software provides advanced building design and construction modeling tools. Architects, engineers, and construction professionals use it for detailed 3D modeling, structural analysis, and effective collaboration throughout the building lifecycle.

Unity reflect (Nämerforslund 2022 ): Unity Reflect is a platform that creates interactive and immersive experiences with digital twins. It supports real-time, high-fidelity 3D modeling for virtual and augmented reality environments, enhancing visualization, interaction, and decision-making processes.

Siemens city performance tool (Al-Obaidy et al. 2022 ): Specifically tailored for urban planning and management, this tool offers a comprehensive platform for analyzing and optimizing the performance of urban systems.

iLens from knowledge lens : This leading Industrial IoT solution addresses Industry 4.0 needs with capabilities in Interface Connectivity, Edge Computing, Monitoring and Control, and Predictive Analytics. iLens is powering diverse industries globally, including Automation, Manufacturing, Energy, and Utilities.

Iotics : Iotics' innovative digital twin technology enables seamless communication across an entire digital ecosystem. It bridges gaps between various entities, from sensors to power stations and individual trains to entire airplane networks, transcending organizational boundaries and differing data languages while maintaining security.

Kavida.ai : This supply chain digital twin platform assists enterprises in making intelligent resiliency decisions. It builds supply chain digital twins using artificial intelligence to help enterprises prevent and mitigate disruptions in real time or before they occur.

MODS reality : This cloud-based application hosts a digital twin of a facility in a point cloud environment, enhancing engineering and streamlining scheduling and work execution management for maintenance and minor modifications, thereby maximizing performance and profitability.

Twinzo : As a mobile-first live digital twin platform focused on operational excellence, twinzo visualizes and reconstructs live data in 3D, offering novel ways to analyze and consume information. It helps customers save significant operational costs and increase production output.

VEERUM's digital twin : This application is a leading visualization and analytics tool that combines CAD, geospatial, document management, IoT, and operational systems. It delivers considerable cost and time savings in operations, maintenance, reliability, and complex capital construction projects.

WillowTwinTM : Revolutionizing the built world, WillowTwinTM is a pioneering software platform for real estate and infrastructure assets. It provides a central hub for all asset data, turning siloed datasets into a virtual replica of the built form. The platform enables proactive, data-driven decision-making in real-time to reduce costs, increase profits, and manage risks.

6 Digital twin performance metrics

Extensive research has been conducted on digital twins (DTs) and their applications, yet a standard method for assessing DT performance remains elusive. Establishing a method for evaluating the performance of DTs is essential for enhancing or monitoring processes and systems within a business context. Such a method could guide researchers and practitioners in developing more effective digital twins (Psarommatis and May 2022 ).

There have been limited studies focusing on specific methodologies for assessing DT performance. Chen et al. (Chen et al. 2021 ) proposed a DT maturity model for managing industrial assets based on Gemini principles, facilitating quantitative evaluation of DT flexibility and implementation levels. Chakraborty et al. (Chakraborty and Adhikari 2021 ) assessed DT performance in a multi-time scale dynamical system using an efficient framework that leverages expectation maximization and a sequential Monte Carlo sampler for developing machine learning-based DTs. Shangguan et al. (Shangguan et al. 2020 ) evaluated DT performance for fault diagnosis using a predefined threshold technique, focusing on accuracy (ACC), specificity (SPE), and sensitivity. Psarommatis et al. (Psarommatis and May 2022 ) introduced a systematic approach for measuring DT performance and flexibility, quantifying it based on four key performance indicators (KPIs). Additionally, they introduced DTflex as a new KPI to evaluate the flexibility of digital twins.

6.1 Performance metrics categories

Although there are no well-established methods or Key Performance Indicators (KPIs) in the field for thoroughly assessing the performance of Digital Twins (DT), this study suggests classifying performance metrics according to three essential elements: software, hardware, and data management middleware. This paradigm makes it possible to evaluate the system's efficacy in detail. A thorough analysis of the body of prior research and industry norms guided the choice of these indicators. We aimed to find measures that captured the essential elements of DT performance by combining knowledge from several sources.

The proposed metrics ensure an adequate evaluation by focusing on DT performance characteristics within each component. For example, metrics about hardware components evaluate attributes like scalability, communication dependability, and sensor precision. These metrics were selected to represent the fundamental hardware performance features essential to DT's operation. Similarly, metrics related to middleware for data management emphasize security, scalability, and efficiency, highlighting middleware's vital role in integrating and controlling data streams. Finally, software component metrics highlight the significance of strong software functions for DT performance by addressing factors such as model integrity, simulation accuracy, and user interface responsiveness. Each metric recommended in this section is supported by its relevance to real-world DT implementations and alignment with broader business or operational objectives. These measures help stakeholders make well-informed decisions by offering practical insights about DT performance. Including these measures also attempts to create a standard framework for assessing DT performance in various applications and domains.

6.1.1 Hardware components

Sensor accuracy: Precision and reliability of physical sensors.

Communication reliability: Efficiency of data transmission between sensors and the digital counterpart.

Hardware scalability: Ability to expand hardware components with increasing data volumes.

Latency in data acquisition: Time taken to acquire and transmit sensor data.

Hardware failure rate: Frequency and severity of failures in sensors or actuators.

6.1.2 Data management middleware

Data integration efficiency: Ease of integrating data from various sources into the DT.

Middleware latency: Time taken for middleware processes to complete tasks.

Data accuracy and consistency: Precision and consistency in data storage and management by middleware.

Scalability of middleware: Ability to handle increasing data volumes without performance degradation.

Data security protocols: Effectiveness of security protocols in protecting data during storage and transit.

6.1.3 Software components

Model fidelity: Accuracy and completeness of the digital model representing the entity.

Simulation accuracy: Precision of simulations compared to real-world scenarios.

Quality of visualization: Clarity and detail of visual representations in the user interface.

User interface responsiveness: Speed and responsiveness of the software interface to user actions.

IoT device integration: Compatibility and integration with various IoT devices.

Scalability of software: Capacity to handle increasing computational loads and data processing demands.

Software security: Protections against cyber threats and unauthorized access.

Interactivity and control: Responsiveness of software to user inputs and control commands.

Updating and maintenance efficiency: Ease of updating and maintaining software components.

Effectiveness of decision support: Capability of the software to provide meaningful insights.

6.2 Best practices for evaluating digital twin performance

As noted by Peter Drucker, Mgt. consultant and author, “You cannot manage what you cannot measure.” This principle is equally applicable to digital twins. The confusion matrix employed in data science can measure digital twins' performance ARC Advisory Group ( 2024 ). Footnote 4 Assessing the performance of digital twins necessitates a thorough approach that considers multiple aspects, including hardware, data management middleware, and software components. Below are some essential practices for effectively assessing the performance of digital twins. The formulation of these best practices necessitated a thorough examination of the current literature on DT performance evaluation. Consultations with some stack holders were also conducted. By combining information from various sources, we hoped to convey the multidimensional nature of DT performance and provide meaningful advice to practitioners and researchers alike. Furthermore, the methods were iteratively refined to ensure their usefulness and applicability across various situations and industries.

Each practice recommended in this section is based on known management principles and its ability to address important difficulties in DT performance evaluation. For example, the emphasis on objective definition and particular Key Performance Indicators (KPIs) demonstrates the significance of goal alignment and measurement precision in achieving effective DT efforts. Similarly, data quality, security assessment, and scalability analysis methods emphasize these variables' importance in assuring the dependability and efficacy of distributed computing systems.

Objective definition: Clearly articulate the goals and objectives of the digital twin implementation to align performance indicators with broader business or operational objectives.

Establish specific KPIs: Identify and set specific Key Performance Indicators (KPIs) that align with the objectives, ensuring they are measurable, relevant, and linked to desired outcomes.

Multidimensional evaluation: Assess performance across multiple dimensions, including accuracy, responsiveness, scalability, security, and usability.

Regular review and update of metrics: Given the evolving nature of digital twin environments, performance metrics should be regularly reviewed and updated to maintain relevance and accuracy.

Focus on data quality and integrity: Emphasize metrics related to data accuracy, consistency, and integrity, as the quality of the digital twin largely depends on the reliability of its data.

Incorporate end-user experience metrics: Include metrics that gauge user satisfaction and adoption, such as visualization quality, interaction, and ease of use.

Measure latency and responsiveness: Evaluate latency in data collection, middleware processing, and software responsiveness to ensure real-time or near-real-time capabilities.

Security performance assessment: Implement metrics to evaluate the efficacy of security measures, including data encryption protocols.

Scalability analysis: Examine the digital twin's scalability, focusing on how well it accommodates increasing data volumes, user numbers, and processing requirements.

Simulation accuracy verification: Regularly validate the accuracy of simulations and virtual representations against actual world scenarios to ensure the digital twin's reliability.

Benchmarking: Compare performance against industry standards or best practices to understand how the digital twin stacks up against similar implementations.

Utilize monitoring technologies: Deploy monitoring technologies that offer real-time insights into the digital twin's operation, enabling proactive issue identification and resolution.

Develop a continuous improvement process: Establish a process for continuous improvement that integrates user feedback and ongoing evaluations, fostering a culture of perpetual enhancement.

By adhering to these practices, organizations can establish a robust framework for assessing and improving the performance of their digital twins, ensuring that these technologies deliver maximum value and effectively contribute to strategic objectives. To sum up, this section's performance indicators are the outcome of a systematic approach guided by academic research and industry observations. We hope to give readers a thorough grasp of how these measures support efficient DT evaluation procedures by outlining the reasoning behind their selection and their applicability to DT performance assessment.

7 Challenges associated with digital twins

Understanding the obstacles encountered while deploying digital twin technology is critical for its successful adoption and improvement. This section elucidates the difficulties various components of digital twin systems face, shedding light on their origins and implications. The challenges outlined are meticulously identified through an extensive review of literature and insights from field and industry experts, signifying their significance in the successful deployment and operation of digital twin systems. This analysis integrates multiple sources to pinpoint these hurdles as key challenges. The study organizes the identified challenges into three main aspects of digital twin technology: hardware, data management middleware, and software. This categorization facilitates a thorough understanding of the complex problems impacting different aspects of digital twin systems. A thorough examination of these challenges across the hardware, data management middleware, and software components aids in bridging the current research gap. Whereas prior studies often discussed these challenges in broad strokes, (Tuhaise et al. 2023 ) divided them into three categories: data transmission, interoperability, and data integration. This research details specific problems within each distinct component of the digital twin framework, thereby offering an in-depth analysis of the inherent obstacles in digital twins. It identifies hardware-related challenges, such as the complexity of sensor integration and issues with hardware reliability, suggesting solutions like adopting standardized sensor interfaces and employing predictive maintenance strategies. Furthermore, the study uncovers problems in data management middleware, including data integration bottlenecks and interoperability issues, recommending developing scalable middleware systems and adopting universal standards to enhance interoperability. The research outlines security vulnerabilities and algorithmic complexity regarding software components, proposing using advanced analytical tools and robust cybersecurity measures as solutions.

By delineating these issues across hardware, middleware, and software components, the study enhances the understanding of digital twin technology and offers actionable recommendations for enhancing the technology’s effectiveness and resilience. As digital twin technology continues to evolve, the findings underscore the necessity of concentrating on these components to surmount challenges and fully exploit the technology's potential across various applications and industries. The examination of digital twin elements and their associated challenges is visually summarized in Fig.  13 , which consists of three parts: (a) delineates the components of a digital twin, (b) identifies the challenges specific to each component, and (c) proposes solutions to these challenges.

Overview of digital twin components, associated challenges, and proposed solutions. Part ( a ) delineates the core components of a Digital Twin (DT). In part ( b ), a detailed breakdown highlights the challenges inherent in each component. Part ( c ) provides insightful solutions strategically proposed to address these challenges and enhance the effectiveness of Digital Twin implementation

7.1 Hardware components

Hardware components are the foundation of digital twin systems, comprising sensors, actuators, and other physical devices. Challenges within this component include:

Sensor integration complexity: Integrating diverse sensors for real-time data poses compatibility and synchronization issues.

Hardware reliability: Ensuring long-term sensor and actuator reliability is essential.

Proposed solutions involve adopting standardized sensor interfaces and implementing predictive maintenance strategies to mitigate these challenges.

7.2 Data management middleware

Middleware plays a crucial role in managing and processing the vast amount of data generated by digital twin systems. Challenges within this component include:

Data integration bottlenecks: Handling diverse data streams can lead to processing delays.

Interoperability issues: Different standards may hinder middleware system compatibility.

Proposed solutions include developing scalable middleware architectures and embracing industry-wide standards for improved interoperability.

7.3 Software components

Software components encompass the algorithms and analytical tools for real-time data analysis and decision-making. Challenges within this component include:

Algorithmic complexity: Complex algorithms for real-time analytics and decision-making need streamlining.

Security vulnerabilities: Software components are susceptible to cybersecurity threats.

Proposed solutions involve utilizing advanced analytical tools and robust cybersecurity protocols to address these challenges.

In conclusion, addressing the challenges linked with digital twins requires a deep understanding of their core components: hardware, data management middleware, and software. This analysis has unveiled various obstacles, from hardware constraints to data integration complexities and software interoperability challenges. A comprehensive perspective is provided by examining these issues across the distinct hardware, middleware, and software components. It is essential to identify and tackle the limitations associated with hardware, the challenges within middleware, and the issues related to software interoperability to enhance the efficiency and robustness of digital twin systems. As digital twin technology evolves, prioritizing these areas will be critical for navigating difficulties and leveraging the technology’s capacity in diverse applications and industries.

8 Case studies

Case studies in the realm of smart cities and digital twins serve as vital illustrations of these technologies in practical scenarios:

Dubai's "Happiness Agenda": A smart city initiative using big data to enhance urban living and measure "happiness" across various criteria. The objective was to involve every citizen in shaping future cities, particularly focusing on citizen engagement. Dubai’s "Happiness Agenda" implementation represents a notable example of a smart city involving its residents in urban development. Dubai has positioned itself as one of the "happiest" places to live by defining citizen "happiness" across multiple criteria. It uses big data analysis to allocate urban resources strategically, enhancing the city's overall "Happiness Index" (Zakzak 2019 ).

West Cambridge site and IFM building: These case studies explore adaptable digital twins at the building level, integrating various data sources and AI-driven decision-making. The West Cambridge site of the University of Cambridge in the UK was chosen as a case study due to its diverse facilities, which include university buildings, sports centers, residence areas, main roads, parking places, and restaurants. This variety allows for testing and evaluating the proposed dynamic digital twin system across different types of infrastructure. Additionally, the site's size and complexity offer an ideal environment to assess the effectiveness of the technology. Access to extensive data sources, collaboration opportunities with experts, and relevance to the academic community further contribute to its suitability as a testbed for the study (Qiuchen Lu et al. 2019 ).

Herrenberg, Germany: A case study demonstrating the use of digital twin technology in urban planning and city management. The case study of Herrenberg might illustrate the implementation and benefits of digital twins in improving urban planning, infrastructure management, and citizen engagement within the city. Herrenberg was selected as a case study for the digital twin due to its relevance to urban challenges, accessibility of diverse data sources, the potential for collaboration with local stakeholders, engagement of the community, and suitability in terms of size and complexity for testing the digital twin technology (Dembski et al. 2020 ).

Cambridge Sub-region: A digital twin pilot is developed, integrating diverse data streams for urban planning and decision-making. The authors stress the significance of including diverse data like IoT sensors, satellite images, social media, and government records to ensure an all-encompassing and precise city representation. The case study presented in the paper is about developing a digital twin pilot for the Cambridge Sub-region. It highlights how integrating various data streams and simulation models can assist urban planning, resource allocation, and decision-making processes. The case study provides insights into the potential benefits of using a city-level digital twin for improving efficiency, sustainability, and resilience in urban environments (Wan et al. 2019 ).

Málaga City: Implementing cognitive analytics in smart city management to enhance transportation, energy, and public services. The focus is on enhancing various aspects of urban life, such as transportation, energy management, waste management, and public services. The case study of Málaga City demonstrates the practical implementation of cognitive analytics to improve decision-making processes, optimize resource allocation, and ultimately enhance the quality of life for its residents (Pérez and Toledo 2017 ).

Ålesund, Norway: The study explores the role of a data-driven digital twin in enhancing urban systems and services within a smart city framework. It suggests using high-quality 3D graphical digital twins (GDTs) of cities to generate 4D visualizations of geolocalized time-series data to enhance citizen engagement. Through a case study conducted in Ålesund, Norway, the methodology utilizes readily available hardware and a game engine to develop immersive environments for presenting complex data sourced from GIS, BIM, demographics, and IoT. The approach emphasizes scalability, transferability, versatility in data integration, adherence to privacy regulations, and dependable data delivery. The paper introduces a pioneering smart city GDT framework, which capitalizes on interactive features and advancements in metrology (Major et al. 2021 ).

Case study in Greece: Details the development and application of digital twins tailored for smart cities, focusing on urban infrastructure improvements. The case study probably illustrates how digital twins optimize city systems, improve efficiency, and facilitate decision-making processes in Greek urban environments. This study might showcase practical examples of implementing digital twin technology to address challenges and enhance the overall functioning of a smart city in Greece (Evangelou et al. 2022 ).

Each case study offers unique insights into the deployment and impact of digital twin technology in various urban settings, highlighting its potential to improve city management and living standards. Table 2 offers an overview of each paper's focus areas, case studies, and key highlights, showcasing their distinct contributions and applications in the field of digital twins in smart cities.

9 Smart city governance in the era of digital twins: addressing challenges and leveraging opportunities

In the evolving discourse on smart cities and digital twin technologies, a critical examination of multi-level governance, organizational practices, and governance dimensions emerges as pivotal. The collective contributions from the referenced studies provide a comprehensive overview of the challenges and strategies in implementing smart city initiatives across different governance frameworks and geographical contexts.

As examined in one study, the integration of Chinese new authoritarian principles into smart government transitions highlights the inherent tensions between state-level directives and local-level implementation, underscoring the complexity of multi-level governance in authoritarian regimes (Zhang and Mora 2023 ). This perspective is enriched by a nuanced exploration of organizational practices within smart city development, revealing how bureaucratic, technocratic, and participatory logics intersect to shape decision-making and citizen engagement in smart city projects (Mora et al. 2023a ). Furthermore, the identification of three key governance dimensions—institutional context for urban innovation, urban innovation ecosystem, and urban digital innovation—provides a framework for understanding the governance mechanisms essential for fostering smart city transitions (Mora et al. 2023b ).

Critical analysis across the studies reveals common challenges in smart city governance, such as interoperability and compatibility issues within the digital ecosystem and integrating a technological dimension in urban development. These challenges underscore the importance of addressing interoperability and compatibility to enhance city planning and management effectively (Quek et al. 2023 ). The discourse extends to the critical analysis of smart urbanism in non-Western contexts, notably in India and Africa, where issues of urban informality, equity, and the inclusivity of smart city initiatives are brought to the forefront (Prasad et al. 2023 ; Tonnarelli and Mora 2023 ). These analyses highlight the necessity of adopting equitable and inclusive smart city development approaches that consider the needs and priorities of all urban dwellers, particularly marginalized communities.

Moreover, the call for empirical studies and the integration of innovation management theory into smart city governance research emphasizes the need for practical guidance and theoretical advancements in managing urban digital innovation (Mora et al. 2023b ). The exploration of human-cyber-physical interactions further illuminates the evolving relationship between technology, governance, and societal dynamics, advocating for a holistic approach that balances technological advancements with ethical and sociocultural considerations (Quek et al. 2023 ).

In conclusion, the amalgamated insights from these studies advocate for a pragmatic, contextually informed, and inclusive approach to smart city governance. By addressing the multifaceted challenges of interoperability, governance, and citizen engagement, and by incorporating a critical perspective on urban informality and inclusivity, this body of work contributes significantly to the scholarly discourse on smart cities and digital twins. The emphasis on empirical research, innovation management, and the integration of technology in urban development underscores the dynamic interplay between technology, governance, and urban development strategies in the quest for sustainable and equitable urban futures.

9.1 Role of DT in smart city governance

Smart city governance constitutes a complex framework fundamental to the effective realization and long-term viability of smart city endeavors. It encompasses the strategic alignment of policies, technological systems, and multifaceted collaborations amongst stakeholders by overarching urban development goals. Digital twin technology plays a pivotal role in enhancing smart city governance by offering innovative solutions across various components:

Policy and strategy formulation : Crafting policies and strategies that guide smart city initiatives in service of the city's broader objectives (Beckers 2022). Digital twins assist in crafting policies and strategies by providing valuable insights derived from real-time data and simulations. City authorities can utilize digital twins to assess the impact of different policies and strategies on urban systems, enabling informed decision-making aligned with broader city objectives.

Collaborative ecosystem : Fostering partnerships spanning government entities, the private sector, academic institutions, and the citizenry, thus leveraging collective knowledge and resources (Beckers 2022). Digital twins foster collaboration among government agencies, private sector entities, academic institutions, and citizens by providing a platform for data sharing and analysis. This collaborative ecosystem enhances collective knowledge and resource utilization, facilitating more effective governance practices and co-creating solutions to urban challenges.

Technological infrastructure : Establishing and administering the technological basis, encompassing data management and digital platforms, that underpins smart city operations (Zhang and Mora 2023 ). As a foundational element of smart city operations, digital twins contribute to establishing and managing the technological infrastructure required for governance. They enable comprehensive data management and visualization, empowering city administrators to monitor urban systems, identify emerging trends, and respond proactively to issues in real-time.

Ethical considerations : Prioritizing ethical concerns by safeguarding data privacy and security and ensuring the equitable deployment of technology (Mora et al. 2023a ). Digital twins support ethical governance by prioritizing data privacy, security, and equitable technology deployment. Through robust data encryption protocols and access controls, digital twins safeguard sensitive information, ensuring that governance processes remain transparent, accountable, and inclusive for all stakeholders.

Public participation : Stimulating citizen involvement in the governance process promotes transparency and inclusiveness (Mora et al. 2023b ). Digital twins facilitate public participation by providing accessible platforms for citizen feedback, collaboration, and co-design of urban solutions. By incorporating citizen inputs into decision-making processes, digital twins help ensure that governance strategies align with community needs and preferences.

Sustainability : Championing sustainable development practices integrated within smart city projects to prioritize environmental stewardship and long-term resilience (Quek et al. 2023 ). By simulating various scenarios and assessing the environmental impact of proposed policies and projects, digital twins enable city authorities to prioritize sustainability and resilience in urban planning and decision-making processes.

9.2 Smart city governance challenges

The pursuit of smart city objectives is frequently hindered by governance crises, underscoring the complexities of managing urban digital transformations. Digital twins offer innovative solutions to navigate the complexities of urban governance and enhance decision-making processes. Here, we explore how digital twins can be utilized to tackle key challenges in smart city governance:

Data privacy and security concerns: Contending with data privacy and security risks associated with the vast collection and storage of urban data (Mora et al. 2023a ). Digital twins incorporate robust data encryption protocols and access controls, ensuring the protection of sensitive information within smart city systems. Digital twins help mitigate privacy and security risks associated with urban data collection and storage by enabling secure data management and transmission.

Digital divide and inequity: Mitigating the digital divide can potentially intensify social disparities within urban communities (Prasad et al. 2023 ). Digital twins promote inclusivity and bridge the digital divide by providing accessible platforms for citizen engagement and participation in governance processes. Through user-friendly interfaces and interactive visualization tools, digital twins empower all citizens to contribute to decision-making, regardless of their technological literacy or socioeconomic status.

Regulatory and legal challenges: Navigating the disparity between the swift pace of technological progress and prevailing regulatory frameworks (Tonnarelli and Mora 2023 ). Digital twins assist city authorities in navigating regulatory and legal frameworks by providing comprehensive data analytics and scenario modeling capabilities. Digital twins facilitate informed policy-making and ensure alignment with legal standards and industry regulations by simulating the impact of proposed regulations and assessing compliance requirements.

Fragmented governance structures: Surmounting the intricacies of multi-stakeholder governance structures, which can obstruct coordinated action (Zhang and Mora 2023 ). Digital twins serve as centralized platforms for data integration and collaboration, overcoming the challenges of fragmented governance structures. By consolidating diverse datasets from multiple stakeholders and domains, digital twins enable seamless information sharing and coordination, fostering synergy among various governmental entities and stakeholders.

Resource constraints: Confronting limitations in financial, technical, and operational capacities is vital to the success of smart city ventures (Quek et al. 2023 ). Digital twins optimize resource utilization and operational efficiencies within smart city governance through predictive analytics and optimization algorithms. By identifying inefficiencies and optimizing resource allocation, digital twins help cities overcome resource constraints and maximize the impact of limited financial, technical, and operational resources.

By integrating digital twin technologies, smart city administration can address these challenges, paving the way for innovative solutions and sustainable urban development. Digital twins offer a comprehensive and data-driven approach to governance, enabling cities to enhance decision-making processes, accountability, and transparency, ultimately enhancing the quality of life for urban residents. While digital twin technologies have the potential to significantly improve urban management through advanced data analytics, simulation, and optimization, their seamless integration into smart city governance requires careful consideration of governance issues. This includes addressing concerns related to data privacy, fostering collaboration among stakeholders, and upholding ethical principles.

10 Conclusions and future research directions

This survey paper employs a meticulous bibliometric methodology, selecting the Web of Science database for its comprehensive coverage and developing precise search criteria to gather over 4,220 relevant articles. The analysis uses advanced tools like VOSviewer for network analyses and visualizations, including co-authorship and keyword co-occurrence maps, enabling a detailed examination of trends and relationships in Digital Twin technology and Smart Cities research. This methodological rigor ensures the study's reliability and contributes to its uniqueness in the field. This survey comprehensively reviews over 4200 publications in the domain of Digital Twins and Smart Cities. It outlines the evolution, applications, and integration of Digital Twins with IoT and AI in urban development. The survey distinguishes itself through extensive bibliometric analysis, focusing on datasets, platforms, software, and performance metrics, and it offers unique insights into the challenges and opportunities within the field. The findings include emerging trends, key thematic areas, and a detailed exploration of various Smart City applications. The paper concludes with implications for urban developers, policymakers, and researchers and recommendations for future research directions. The field of Digital Twin (DT) and Smart Cities is ripe for future research, aiming to overcome current challenges and explore new frontiers. Detailed investigation and development in this area are essential for realizing the full potential of DT technologies in urban environments. The discussions pave the way for sustainable and equitable urban futures, recognizing the dynamic interplay between technology, governance, and urban development strategies.

Future research should focus on:

Enhanced data integration : Developing more efficient methods for integrating diverse data sources within DT systems.

Scalability solutions : Creating scalable DT models suitable for larger and more complex urban environments.

Advanced security protocols : Strengthening cybersecurity measures for DT systems to ensure data privacy and security.

Sophisticated analytical tools : Incorporating cutting-edge AI and machine learning techniques for predictive analytics and decision-making.

Expanding IoT capabilities : Extending the use of IoT in DTs for comprehensive real-time data collection and monitoring.

Sustainable urban development : Leveraging DTs for resource management, focusing on sustainability and environmental conservation.

Citizen engagement models : Developing DTs prioritizing citizen involvement in urban planning and management.

Policy and governance studies : Examining the influence of policy in guiding DT implementation and addressing ethical concerns.

Economic impact assessment : Evaluating the economic implications of DTs, including cost analysis and return on investment.

Real-world case studies : Documenting extensive case studies to assess DTs' practical impact and challenges in urban settings.

Investigating future technological advancements: new applications, and the role of policy and governance in Digital Twins development.

The findings of this paper are poised to influence future research, policy-making, and practical applications in Smart Cities and Digital Twins in significant ways:

Informing future research directions: The comprehensive review of over 4,200 publications provides valuable insights into the current state of Digital Twins and Smart Cities research. Researchers can utilize this information to identify gaps in existing literature and prioritize areas for further investigation. For example, identifying challenges such as data integration bottlenecks and security vulnerabilities can guide future research efforts toward developing solutions to these pressing issues.

Guiding policy development: Policymakers can leverage the findings of this paper to inform the development of policies and regulations related to Digital Twin technology and its application in Smart Cities. By understanding the challenges and opportunities associated with Digital Twins, policymakers can create frameworks that promote innovation while addressing data privacy, cybersecurity, and ethical considerations.

Improving urban planning and management: The insights provided by this paper can assist urban planners and city managers in making informed decisions about adopting and implementing Digital Twins in Smart Cities. By understanding Digital Twin technology's potential benefits and challenges, city officials can develop strategies to optimize urban infrastructure, improve resource management, and enhance citizen services.

Driving technological innovation: The paper identifies emerging trends and technological advancements in Digital Twin technology, such as the integration of AI and IoT, as well as the development of scalable models and advanced security protocols. These insights can inspire innovation in academia and industry, leading to the development of new tools, platforms, and solutions that push the boundaries of Digital Twin technology and its applications in Smart Cities.

Finally, the findings of this article have the potential to spark advances in research, policymaking, and practical applications connected to Digital Twins and Smart Cities, resulting in more efficient, sustainable, and resilient urban development.

Data availability

Data is provided within the manuscript.

http://www.odaa.dk

https://data.sfgov.org

https://data.cityofchicago.org

https://www.arcweb.com/industry-best-practices/measuring-digital-twin-performance-maturity-confusion-matrix

Abdeen FN, Shirowzhan S, Sepasgozar SME (2023) Citizen-centric digital twin development with machine learning and interfaces for maintaining urban infrastructure. Telematics Inform 84:102032. https://doi.org/10.1016/j.tele.2023.102032

Article   Google Scholar  

Abideen AZ, Sundram VPK, Pyeman J, Othman AK, Sorooshian S (2021) Digital twin integrated reinforced learning in supply chain and logistics. Logistics 5(4):84. https://doi.org/10.3390/logistics5040084

Abouzid I, Saidi R (2023) Digital twin implementation approach in supply chain processes. Sci Afr 21:e01821. https://doi.org/10.1016/j.sciaf.2023.e01821

Aghdam ZN, Rahmani AM, Hosseinzadeh M (2021) The role of the internet of things in healthcare: future trends and challenges. Comput Methods Programs Biomed 199:105903. https://doi.org/10.1016/j.cmpb.2020.105903

Aheleroff S, Zhong RY, Xu X, Feng Z, Goyal P (2020) Digital twin enabled mass personalization: a case study of a smart wetland maintenance system. Volume 2: manufacturing processes; manufacturing systems; nano/micro/meso manufacturing; quality and reliability. https://doi.org/10.1115/msec2020-8363

Akroyd J, Harper Z, Soutar D, Farazi F, Bhave A, Mosbach S, Kraft M (2022) Universal digital twin: land use. Data-Centric Eng 3. https://doi.org/10.1017/dce.2021.21

Alam KM, El Saddik A (2017) C2PS: a digital twin architecture reference model for the cloud-based cyber-physical systems. IEEE Access 5:2050–2062. https://doi.org/10.1109/access.2017.2657006

Allam Z, Jones DS (2021) Future (post-COVID) digital, smart and sustainable cities in the wake of 6G: digital twins, immersive realities and new urban economies. Land Use Policy 101:105201. https://doi.org/10.1016/j.landusepol.2020.105201

Al-Obaidy AHMJ, Khalaf SM, Hassan FM (2022) Application of CCME index to assess the water quality of tigris river within Baghdad City, Iraq. IOP Conf Ser: Earth Environ Sci 1088(1):012004. https://doi.org/10.1088/1755-1315/1088/1/012004

Amtsberg F, Yang X, Skoury L, Wagner H-J, Menges A (2021) iHRC: an AR-based interface for intuitive, interactive and coordinated task sharing between humans and robots in building construction. Proceedings of the International Symposium on Automation and Robotics in Construction (IAARC). https://doi.org/10.22260/isarc2021/0006

ARC Advisory Group (2024) Measuring digital twin performance maturity with the confusion matrix. Retrieved from https://www.arcweb.com/industry-best-practices/measuring-digital-twin-performance-maturity-confusion-matrix . Accessed 10 May 2024

Ariyachandra MRMF, Wedawatta G (2023) Digital twin smart cities for disaster risk management: a review of evolving concepts. Sustainability 15(15):11910. https://doi.org/10.3390/su151511910

ASME (2018) Retracted: “Kinematic analysis of the motion of a six degrees of freedom wave energy converter based on the concept of the stewart-gough platform” [ASME 2018 37th international conference on ocean, offshore and arctic engineering, Volume 10: ocean renewable energy, Madrid, Spain, June 17–22, 2018, Conference sponsors: ocean, offshore and arctic engineering division, ISBN: 978–0–7918–5131–9. Paper No. OMAE2018–78601, pp V010T09A047; 10 pages]. Volume 10: ocean renewable energy. https://doi.org/10.1115/OMAE2018-78601

Autodesk Revit Architecture Certification (2019) Mastering Autodesk® Revit® 2020, 1033–1035. Portico. https://doi.org/10.1002/9781119570189.app3

Badwi IM, Ellaithy HM, Youssef HE (2022) 3D-GIS parametric modelling for virtual urban simulation using CityEngine. Ann GIS 28(3):325–341. https://doi.org/10.1080/19475683.2022.2037019

Bagaria N, Laamarti F, Badawi HF, Albraikan A, Martinez Velazquez RA, El Saddik A (2019) Health 4.0: digital twins for health and well-being. Connected health in smart cities. pp 143–152. https://doi.org/10.1007/978-3-030-27844-1_7

Bellavista P, Giannelli C, Mamei M, Mendula M, Picone M (2021) Application-driven network-aware digital twin management in industrial edge environments. IEEE Trans Industr Inf 17(11):7791–7801. https://doi.org/10.1109/tii.2021.3067447

Biagini V, Subasic M, Oudalov A, Kreusel J (2020) The autonomous grid: automation, intelligence and the future of power systems. Energy Res Soc Sci 65:101460. https://doi.org/10.1016/j.erss.2020.101460

Billinghurst M, Clark A, Lee G (2015) A survey of augmented reality. Foundations and Trends® in Human–Computer Interaction, 8(2–3):73–272. https://doi.org/10.1561/1100000049

Blomkvist J, Clatworthy S, Holmlid S (2023) Interlude 1: materiality in design from a practitioner perspective: interview with Markus Edgar Hormeß, Adam Lawrence and Marc Stickdorn (26 April 2022). The materials of service design. pp 83–88. https://doi.org/10.4337/9781802203301.00019

Borrmann A, König M, Koch C, Beetz J (2018). Building information modeling: why? What? How? Building information modeling. pp 1–24. https://doi.org/10.1007/978-3-319-92862-3_1

Bouzguenda I, Alalouch C, Fava N (2019) Towards smart sustainable cities: a review of the role digital citizen participation could play in advancing social sustainability. Sustain Cities Soc 50:101627. https://doi.org/10.1016/j.scs.2019.101627

Catalano M, Chiurco A, Fusto C, Gazzaneo L, Longo F, Mirabelli G, Nicoletti L, Solina V, Talarico S (2022) A digital twin-driven and conceptual framework for enabling extended reality applications: a case study of a brake discs manufacturer. Procedia Comput Sci 200:1885–1893. https://doi.org/10.1016/j.procs.2022.01.389

Cathey G, Benson J, Gupta M, Sandhu R (2021) Edge centric secure data sharing with digital twins in smart ecosystems. 2021 Third IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA). https://doi.org/10.1109/tpsisa52974.2021.00008

Cerovsek T (2011) A review and outlook for a ‘Building Information Model’ (BIM): a multi-standpoint framework for technological development. Adv Eng Inform 25(2):224–244. https://doi.org/10.1016/j.aei.2010.06.003

Chakraborty S, Adhikari S (2021) Machine learning based digital twin for dynamical systems with multiple time-scales. Comput Struct 243:106410. https://doi.org/10.1016/j.compstruc.2020.106410

Chang T-W, Hsiao C-F, Chen C-Y, Huang W-X, Datta S, Mao W-L (2020) Fabricating behavior sensor computing approach for coexisting design environment. Sensors Mater 32(7):2409. https://doi.org/10.18494/sam.2020.2809

Charitonidou M (2022) Urban scale digital twins in data-driven society: challenging digital universalism in urban planning decision-making. Int J Archit Comput 20(2):238–253. https://doi.org/10.1177/14780771211070005

Chen L, Xie X, Lu Q, Parlikad AK, Pitt M, Yang J (2021) Gemini principles-based digital twin maturity model for asset management. Sustainability 13(15):8224. https://doi.org/10.3390/su13158224

Cinar ZM, Nuhu AA, Zeeshan Q, Korhan O (2020) Digital twins for industry 4.0: a review. Industrial engineering in the digital disruption era, 193–203. https://doi.org/10.1007/978-3-030-42416-9_18

City of Chicago Data Portal (2024) Chicago Data Portal. https://data.cityofchicago.org . Accessed 10 May 2024

Crespi N, Drobot AT, Minerva R (2023) The digital twin: what and why? The digital twin.pp 3–20. https://doi.org/10.1007/978-3-031-21343-4_1

Damjanovic-Behrendt V, Behrendt W (2019) An open source approach to the design and implementation of Digital Twins for Smart Manufacturing. Int J Comput Integr Manuf 32(4–5):366–384. https://doi.org/10.1080/0951192x.2019.1599436

Damjanovic-Behrendt V (2018) A digital twin-based privacy enhancement mechanism for the automotive industry. 2018 International Conference on Intelligent Systems (IS). https://doi.org/10.1109/is.2018.8710526

Dani AAH, Supangkat SH, Lubis FF, Nugraha IGBB, Kinanda R, Rizkia I (2023) Development of a smart city platform based on digital twin technology for monitoring and supporting decision-making. Sustainability 15(18):14002. https://doi.org/10.3390/su151814002

Defraeye T, Tagliavini G, Wu W, Prawiranto K, Schudel S, Assefa Kerisima M, Verboven P, Bühlmann A (2019) Digital twins probe into food cooling and biochemical quality changes for reducing losses in refrigerated supply chains. Resour Conserv Recycl 149:778–794. https://doi.org/10.1016/j.resconrec.2019.06.002

Dembski F, Wössner U, Letzgus M, Ruddat M, Yamu C (2020) Urban digital twins for smart cities and citizens: the case study of Herrenberg, Germany. Sustainability 12(6):2307. https://doi.org/10.3390/su12062307

Deren L, Wenbo Y, Zhenfeng S (2021) Smart city based on digital twins. Comput Urban Sci 1(1). https://doi.org/10.1007/s43762-021-00005-y

Diakite AA, Ng L, Barton J, Rigby M, Williams K, Barr S, Zlatanova S (2022) Liveable city digital twin: a pilot project for the city of Liverpool (NSW, Australia). ISPRS Ann Photogramm Remote Sens Spatial Inf Sci X-4/W2-2022:45–52. https://doi.org/10.5194/isprs-annals-x-4-w2-2022-45-2022

Dimitropoulos N, Togias T, Zacharaki N, Michalos G, Makris S (2021) Seamless human-robot collaborative assembly using artificial intelligence and wearable devices. Appl Sci 11(12):5699. https://doi.org/10.3390/app11125699

Din GMU, Marnerides AK (2017) Short term power load forecasting using Deep Neural Networks. 2017 International Conference on Computing, Networking and Communications (ICNC). https://doi.org/10.1109/iccnc.2017.7876196

Dong R, She C, Hardjawana W, Li Y, Vucetic B (2019) Deep learning for hybrid 5G services in mobile edge computing systems: learn from a digital twin. IEEE Trans Wireless Commun 18(10):4692–4707. https://doi.org/10.1109/twc.2019.2927312

Endsley MR (2016) Designing for situation awareness. CRC Press. https://doi.org/10.1201/b11371

Erol T, Mendi AF, Dogan D (2020) The digital twin revolution in healthcare. 2020 4th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT). https://doi.org/10.1109/ismsit50672.2020.9255249

Evangelou T, Gkeli M, Potsiou C (2022) Building digital twins for smart cities: a case study in Greece. ISPRS Ann Photogramm Remote Sens Spatial Inf Sci X-4/W2-2022:61–68. https://doi.org/10.5194/isprs-annals-x-4-w2-2022-61-2022

Fan C, Mostafavi A (2019) A graph-based method for social sensing of infrastructure disruptions in disasters. Comput-Aided Civ Infrastruct Eng 34(12):1055–1070. https://doi.org/10.1111/mice.12457 . (Portico)

Fan C, Zhang C, Yahja A, Mostafavi A (2021) Disaster City Digital Twin: a vision for integrating artificial and human intelligence for disaster management. Int J Inf Manage 56:102049. https://doi.org/10.1016/j.ijinfomgt.2019.102049

Fan C, Jiang Y, Mostafavi A (2020) Social sensing in disaster city digital twin: integrated textual–visual–geo framework for situational awareness during built environment disruptions. J Manag Eng 36(3). https://doi.org/10.1061/(asce)me.1943-5479.0000745

Fang X, Wang H, Liu G, Tian X, Ding G, Zhang H (2022) Industry application of digital twin: from concept to implementation. Int J Adv Manuf Technol 121(7–8):4289–4312. https://doi.org/10.1007/s00170-022-09632-z

Ford DN, Wolf CM (2020) Smart cities with digital twin systems for disaster management. J Manag Eng 36(4). https://doi.org/10.1061/(asce)me.1943-5479.0000779

Gerlach B, Zarnitz S, Nitsche B, Straube F (2021) Digital supply chain twins—conceptual clarification, use cases and benefits. Logistics 5(4):86. https://doi.org/10.3390/logistics5040086

Ghaith M, Yosri A, El-Dakhakhni W (2022) Digital twin: a city-scale flood imitation framework. Proceedings of the Canadian society of civil engineering annual conference 2021. pp 577–588. https://doi.org/10.1007/978-981-19-1065-4_48

Ghosh D, Chun SA, Shafiq B, Adam NR (2016) Big data-based smart city platform. Proceedings of the 17th international digital government research conference on digital government research. https://doi.org/10.1145/2912160.2912205

Goia B, Cioara T, Anghel I (2022) Virtual power plant optimization in smart grids: a narrative review. Future Internet 14(5):128. https://doi.org/10.3390/fi14050128

Grieves MW (2005) Product lifecycle management: the new paradigm for enterprises. Int J Prod Dev 2(1/2):71. https://doi.org/10.1504/ijpd.2005.006669

Guarino N, Oberle D, Staab S (2009) What is an ontology? Handbook on ontologies. pp 1–17. https://doi.org/10.1007/978-3-540-92673-3_0

Guo D, Zhong RY, Lin P, Lyu Z, Rong Y, Huang GQ (2020) Digital twin-enabled Graduation Intelligent Manufacturing System for fixed-position assembly islands. Robot Comput-Integr Manuf 63:101917. https://doi.org/10.1016/j.rcim.2019.101917

He X, Ai Q, Wang J, Tao F, Pan B, Qiu R, Yang B (2023) Situation awareness of energy internet of things in smart city based on digital twin: from digitization to informatization. IEEE Internet Things J 10(9):7439–7458. https://doi.org/10.1109/jiot.2022.3203823

He Y, Deng J, Li H (2017) Short-term power load forecasting with deep belief network and copula models. 2017 9th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC). https://doi.org/10.1109/ihmsc.2017.50

He X, Ai Q, Qiu RC, Zhang D (2019) Preliminary exploration on digital twin for power systems: challenges, framework, and applications. arXiv preprint arXiv:1909.06977. https://www.semanticscholar.org/paper/Preliminary-Exploration-on-Digital-Twin-for-Power-He-Ai/360cd3a26ad4ab5f3685d676d36001348dd6e1d6 . Accessed 10 May 2024

Hinchy EP, O’Dowd NP, McCarthy CT (2019) Using open-source microcontrollers to enable digital twin communication for smart manufacturing. Procedia Manuf 38:1213–1219. https://doi.org/10.1016/j.promfg.2020.01.212

Hu L, Nguyen N-T, Tao W, Leu MC, Liu XF, Shahriar MR, Al Sunny SMN (2018) Modeling of cloud-based digital twins for smart manufacturing with MT connect. Procedia Manuf 26:1193–1203. https://doi.org/10.1016/j.promfg.2018.07.155

Huang J, Zhao L, Wei F, Cao B (2021) The application of digital twin on power industry. IOP Conf Ser: Earth Environ Sci 647(1):012015. https://doi.org/10.1088/1755-1315/647/1/012015

Ivanov S, Nikolskaya K, Radchenko G, Sokolinsky L, Zymbler M (2020) Digital twin of city: concept overview. 2020 Global Smart Industry Conference (GloSIC). https://doi.org/10.1109/glosic50886.2020.9267879

Jaensch F, Csiszar A, Scheifele C, Verl A (2018) Digital twins of manufacturing systems as a base for machine learning. 2018 25th International Conference on Mechatronics and Machine Vision in Practice (M2VIP). https://doi.org/10.1109/m2vip.2018.8600844

Jafari M, Kavousi-Fard A, Chen T, Karimi M (2023) A review on digital twin technology in smart grid, transportation system and smart city: challenges and future. IEEE Access 11:17471–17484. https://doi.org/10.1109/access.2023.3241588

Johansen ST, Unal P, Albayrak Ö, Ikonen E, Linnestad KJ, Jawahery S, Srivastava AK, Løvfall BT (2023) Hybrid and cognitive digital twins for the process industry. Open Eng 13(1). https://doi.org/10.1515/eng-2022-0418

John Samuel I, Salem O, He S (2022) Defect-oriented supportive bridge inspection system featuring building information modeling and augmented reality. Innov Infrastruct Solut 7(4). https://doi.org/10.1007/s41062-022-00847-3

Jones D, Snider C, Nassehi A, Yon J, Hicks B (2020) Characterising the Digital Twin: a systematic literature review. CIRP J Manuf Sci Technol 29:36–52. https://doi.org/10.1016/j.cirpj.2020.02.002

Kapteyn MG, Knezevic DJ, Huynh DBP, Tran M, Willcox KE (2020) Data-driven physics-based digital twins via a library of component-based reduced-order models. Int J Numer Methods Eng 123(13):2986–3003. https://doi.org/10.1002/nme.6423 . (Portico)

Ketzler B, Naserentin V, Latino F, Zangelidis C, Thuvander L, Logg A (2020) Digital twins for cities: a state of the art review. Built Environ 46(4):547–573. https://doi.org/10.2148/benv.46.4.547

Khudhair A, Li H, Ren G, Liu S (2021) Towards future BIM technology innovations: a bibliometric analysis of the literature. Appl Sci 11(3):1232. https://doi.org/10.3390/app11031232

Kim J, Olsen D (2021) From BIM to inspection: a comparative analysis of assistive embedment inspection. Proceedings of the International Symposium on Automation and Robotics in Construction (IAARC). https://doi.org/10.22260/isarc2021/0123

Kitchenham B, Pearl Brereton O, Budgen D, Turner M, Bailey J, Linkman S (2009) Systematic literature reviews in software engineering – a systematic literature review. Inf Softw Technol 51(1):7–15. https://doi.org/10.1016/j.infsof.2008.09.009

Koteleva N, Valnev V, Frenkel I (2021) Investigation of the effectiveness of an augmented reality and a dynamic simulation system collaboration in oil pump maintenance. Appl Sci 12(1):350. https://doi.org/10.3390/app12010350

Kritzinger W, Karner M, Traar G, Henjes J, Sihn W (2018) Digital Twin in manufacturing: a categorical literature review and classification. IFAC-PapersOnLine 51(11):1016–1022. https://doi.org/10.1016/j.ifacol.2018.08.474

Kritzler M, Funk M, Michahelles F, Rohde W (2017) The virtual twin. Proceedings of the seventh international conference on the internet of things. https://doi.org/10.1145/3131542.3140274

Krzyczkowski D (2019) Introducing azure digital twins. Apress. https://doi.org/10.1007/978-1-4842-5375-5

Kuber S, Sharma M, Bonetti A, Harispuru C, Soroush A (2022) Virtual testing of protection systems using digital twin technology. 2022 75th Annual Conference for Protective Relay Engineers (CPRE). https://doi.org/10.1109/cpre55809.2022.9776572

Kyriazopoulou C (2015) Smart city technologies and architectures - a literature review. Proceedings of the 4th International Conference on Smart Cities and Green ICT Systems. https://doi.org/10.5220/0005407000050016

Lacoche J, Villain É (2022) Prototyping context-aware augmented reality applications for smart environments inside virtual reality. Proceedings of the 17th international joint conference on computer vision, imaging and computer graphics theory and applications. https://doi.org/10.5220/0010768800003124

Lam P-D, Han J, Kwon K-R, Ok S-Y, Lee S-H (2023) Semantic 3D city model data visualization for smar t city digital twin. J Korea Multimed Soc 26(2):116–130. https://doi.org/10.9717/kmms.2023.26.2.116

Langenheim N, Sabri S, Chen Y, Kesmanis A, Felson A, Mueller A, Rajabifard A, Zhang Y (2022) Adapting a digital twin to enable real-time water sensitive urban design decision-making. Int Arch Photogramm Remote Sens Spat Inf Sci XLVIII-4/W4-2022:95–100. https://doi.org/10.5194/isprs-archives-xlviii-4-w4-2022-95-2022

Ledoux H, Arroyo Ohori K, Kumar K, Dukai B, Labetski A, Vitalis S (2019) CityJSON: a compact and easy-to-use encoding of the CityGML data model. Open Geospatial Data Softw Standards 4(1). https://doi.org/10.1186/s40965-019-0064-0

Lee A, Lee K-W, Kim K-H, Shin S-W (2022) A geospatial platform to manage large-scale individual mobility for an urban digital twin platform. Remote Sens 14(3):723. https://doi.org/10.3390/rs14030723

Lei B, Stouffs R, Biljecki F (2022) Assessing and benchmarking 3D city models. Int J Geogr Inf Sci 37(4):788–809. https://doi.org/10.1080/13658816.2022.2140808

Lemos MR, Cardoso VF, Otani M, Da Costa Nunes R, Da Silva VJ, De Lucena Junior VF (2022) Navigation robot training with Deep Q-Learning monitored by Digital Twin. 2022 IEEE International Conference on Consumer Electronics (ICCE). https://doi.org/10.1109/icce53296.2022.9730282

Li W, Rentemeister M, Badeda J, Jöst D, Schulte D, Sauer DU (2020) Digital twin for battery systems: cloud battery management system with online state-of-charge and state-of-health estimation. J Energy Storage 30:101557. https://doi.org/10.1016/j.est.2020.101557

Li C, Zheng P, Li S, Pang Y, Lee CKM (2022) AR-assisted digital twin-enabled robot collaborative manufacturing system with human-in-the-loop. Robot Comput-Integr Manuf 76:102321. https://doi.org/10.1016/j.rcim.2022.102321

Li Y, Zhang Z, Li X, Guan S (2021) Research on equipment maintenance guidance technology based on MR and digital twin. Proceedings of the 2021 5th international conference on electronic information technology and computer engineering. https://doi.org/10.1145/3501409.3501454

Liberati A, Altman DG, Tetzlaff J, Mulrow C, Gøtzsche PC, Ioannidis JPA, Clarke M, Devereaux PJ, Kleijnen J, Moher D (2009) The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration. J Clin Epidemiol 62(10):e1–e34. https://doi.org/10.1016/j.jclinepi.2009.06.006

Liu Y, Zhang L, Yang Y, Zhou L, Ren L, Wang F, Liu R, Pang Z, Deen MJ (2019) A novel cloud-based framework for the elderly healthcare services using digital twin. IEEE Access 7:49088–49101. https://doi.org/10.1109/access.2019.2909828

Liu S, Wang XV, Wang L (2022) Digital twin-enabled advance execution for human-robot collaborative assembly. CIRP Ann 71(1):25–28. https://doi.org/10.1016/j.cirp.2022.03.024

Liu Y, Pan S, Folz P, Ramparany F, Bolle S, Ballot E, Coupaye T (2023) Cognitive digital twins for freight parking management in last mile delivery under smart cities paradigm. Comput Ind 153:104022. https://doi.org/10.1016/j.compind.2023.104022

Liu Y, Wang Z, Han K, Shou Z, Tiwari P, L. Hansen JH (2020) Sensor fusion of camera and cloud digital twin information for intelligent vehicles. 2020 IEEE intelligent vehicles symposium (IV). https://doi.org/10.1109/iv47402.2020.9304643

Lohtander M, Ahonen N, Lanz M, Ratava J, Kaakkunen J (2018) Micro manufacturing unit and the corresponding 3D-model for the digital twin. Procedia Manuf 25:55–61. https://doi.org/10.1016/j.promfg.2018.06.057

Lu Y, Huang X, Zhang K, Maharjan S, Zhang Y (2021a) Low-latency federated learning and blockchain for edge association in digital twin empowered 6G networks. IEEE Trans Industr Inf 17(7):5098–5107. https://doi.org/10.1109/tii.2020.3017668

Lu Y, Maharjan S, Zhang Y (2021b) Adaptive edge association for wireless digital twin networks in 6G. IEEE Internet Things J 8(22):16219–16230. https://doi.org/10.1109/jiot.2021.3098508

Lu Q, Parlikad AK, Woodall P, Don Ranasinghe G, Xie X, Liang Z, Konstantinou E, Heaton J, Schooling J (2020) Developing a digital twin at building and city levels: case study of West Cambridge Campus. J Manag Eng 36(3). https://doi.org/10.1061/(asce)me.1943-5479.0000763

Lugaresi G, Jemai Z, Sahin E (2023) Digital twins for supply chains: current outlook and future challenges. ECMS 2023 Proceedings Edited by Enrico Vicario, Romeo Bandinelli, Virginia Fani, Michele Mastroianni. https://doi.org/10.7148/2023-0451

Mainisa M, Eka Priana S, Zulhedi Z (2023) Implementasi bim dalam permodelan 3d pembangunan gedung kantor cabang bri batusangkar menggunakan software openbuildings designer. Ensiklopedia Res Community Serv Rev 2(3):147–155. https://doi.org/10.33559/err.v2i3.1771

Major P, Li G, Hildre HP, Zhang H (2021) The use of a data-driven digital twin of a smart city: a case study of Ålesund, Norway. IEEE Instrum Meas Mag 24(7):39–49. https://doi.org/10.1109/mim.2021.9549127

Mandl B, Stehling M, Schmiedinger T, Adam M (2017) Enhancing workplace learning by augmented reality. Proceedings of the seventh international conference on the internet of things. https://doi.org/10.1145/3131542.3140265

Martinez-Velazquez R, Gamez R, El Saddik A (2019) Cardio twin: a digital twin of the human heart running on the edge. 2019 IEEE International Symposium on Medical Measurements and Applications (MeMeA). https://doi.org/10.1109/memea.2019.8802162

Meier N, Müller-Polyzou R, Brach L, Georgiadis A (2021) Digital twin support for laser-based assembly assistance. Procedia CIRP 99:460–465. https://doi.org/10.1016/j.procir.2021.03.066

Mihai S, Yaqoob M, Hung DV, Davis W, Towakel P, Raza M, Karamanoglu M, Barn B, Shetve D, Prasad RV, Venkataraman H, Trestian R, Nguyen HX (2022) Digital twins: a survey on enabling technologies, challenges, trends and future prospects. IEEE Commun Surv Tutorials 24(4):2255–2291. https://doi.org/10.1109/comst.2022.3208773

Mir M, Yaghoobi M, Khairabadi M (2022) A new approach to energy-aware routing in the Internet of Things using improved Grasshopper Metaheuristic Algorithm with Chaos theory and Fuzzy Logic. Multimed Tools Appl 82(4):5133–5159. https://doi.org/10.1007/s11042-021-11841-9

Moosavi J, Naeni LM, Fathollahi-Fard AM, Fiore U (2021) Blockchain in supply chain management: a review, bibliometric, and network analysis. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-021-13094-3

Mora L, Deakin M, Reid A (2019) Combining co-citation clustering and text-based analysis to reveal the main development paths of smart cities. Technol Forecast Soc Chang 142:56–69. https://doi.org/10.1016/j.techfore.2018.07.019

Mora L, Appio FP, Foss NJ, Arellano-Gault D, Zhang X (2023a) Organizing for smart city development: research at the crossroads. Introduction to the special issue. Organ Stud 44(10):1559–1575. https://doi.org/10.1177/01708406231197815

Mora L, Gerli P, Ardito L, Messeni Petruzzelli A (2023b) Smart city governance from an innovation management perspective: theoretical framing, review of current practices, and future research agenda. Technovation 123:102717. https://doi.org/10.1016/j.technovation.2023.102717

Moya B, Badías A, Alfaro I, Chinesta F, Cueto E (2020a) Digital twins that learn and correct themselves. Int J Numer Methods Eng 123(13):3034–3044. https://doi.org/10.1002/nme.6535 . (Portico)

Moya B, Alfaro I, Gonzalez D, Chinesta F, Cueto E (2020b) Physically sound, self-learning digital twins for sloshing fluids. PLoS ONE 15(6):e0234569. https://doi.org/10.1371/journal.pone.0234569

Nämerforslund T (2022) Digital twin performance: unity as a platform for visualizing interactive digital twins. Thesis - Institution of Information Systems and Technology

National Aeronautics and Space Administration (NASA) (2010) Encyclopedia of geography. https://doi.org/10.4135/9781412939591.n797

Nica E, Popescu GH, Poliak M, Kliestik T, Sabie O-M (2023) Digital twin simulation tools, spatial cognition algorithms, and multi-sensor fusion technology in sustainable urban governance networks. Mathematics 11(9):1981. https://doi.org/10.3390/math11091981

Nikolakis N, Alexopoulos K, Xanthakis E, Chryssolouris G (2018) The digital twin implementation for linking the virtual representation of human-based production tasks to their physical counterpart in the factory-floor. Int J Comput Integr Manuf 32(1):1–12. https://doi.org/10.1080/0951192x.2018.1529430

Nochta T, Wan L, Schooling JM, Parlikad AK (2020) A socio-technical perspective on urban analytics: the case of city-scale digital twins. J Urban Technol 28(1–2):263–287. https://doi.org/10.1080/10630732.2020.1798177

Nowocin JK (2017) Microgrid risk reduction for design and validation testing using controller hardware in the loop (Doctoral dissertation, Massachusetts Institute of Technology)

ODAA platform (2016) http://www.odaa.dk . Accessed 10 May 2024

Pan S, Trentesaux D, McFarlane D, Montreuil B, Ballot E, Huang GQ (2021) Digital interoperability in logistics and supply chain management: state-of-the-art and research avenues towards Physical Internet. Comput Ind 128:103435. https://doi.org/10.1016/j.compind.2021.103435

Pang J, Huang Y, Xie Z, Li J, Cai Z (2021) Collaborative city digital twin for the COVID-19 pandemic: a federated learning solution. Tsinghua Sci Technol 26(5):759–771. https://doi.org/10.26599/tst.2021.9010026

Paripooranan CS, Abishek R, Vivek DC, Karthik S (2020) An implementation of AR enabled Digital Twins for 3-D printing. 2020 IEEE International Symposium on Smart Electronic Systems (ISES) (Formerly INiS). https://doi.org/10.1109/ises50453.2020.00043

Park H-A, Byeon G, Son W, Jo H-C, Kim J, Kim S (2020) Digital Twin for operation of microgrid: optimal scheduling in virtual space of Digital Twin. Energies 13(20):5504. https://doi.org/10.3390/en13205504

Pérez JG, Toledo DG (2017) Cognitive analytics of smart cities. Proceedings of the 18th annual international conference on digital government research. https://doi.org/10.1145/3085228.3085265

Petković T, Puljiz D, Marković I, Hein B (2019) Human intention estimation based on hidden Markov model motion validation for safe flexible robotized warehouses. Robot Comput-Integr Manuf 57:182–196. https://doi.org/10.1016/j.rcim.2018.11.004

Pivano L, Nguyen DT, Bruun Ludvigsen K (2019) Digital Twin for drilling operations – towards cloud-based operational planning. Day 3 Wed, May 08, 2019. https://doi.org/10.4043/29316-ms

Podvalny SL, Vasiljev EM (2021) Digital twin for smart electricity distribution networks. IOP Conf Ser: Mater Sci Eng 1035(1):012047. https://doi.org/10.1088/1757-899x/1035/1/012047

Prasad D, Alizadeh T, Dowling R (2023) Smart city planning and the challenges of informality in India. Dialogues in human geography, 204382062311566. https://doi.org/10.1177/20438206231156655

Praschl C, Krauss O (2022) Geo-referenced occlusion models for mixed reality applications using the microsoft HoloLens. Proceedings of the 17th international joint conference on computer vision, imaging and computer graphics theory and applications. https://doi.org/10.5220/0010775200003124

Psarommatis F, May G (2022) A standardized approach for measuring the performance and flexibility of digital twins. Int J Prod Res 61(20):6923–6938. https://doi.org/10.1080/00207543.2022.2139005

Qiuchen Lu V, Parlikad AK, Woodall P, Ranasinghe GD, Heaton J (2019) Developing a dynamic digital twin at a building level: using Cambridge campus as case study. International Conference on Smart Infrastructure and Construction 2019 (ICSIC). https://doi.org/10.1680/icsic.64669.067

Quek HY, Sielker F, Akroyd J, Bhave AN, von Richthofen A, Herthogs P, van der Laag Yamu C, Wan L, Nochta T, Burgess G, Lim MQ, Mosbach S, Kraft M (2023) The conundrum in smart city governance: interoperability and compatibility in an ever-growing ecosystem of digital twins. Data Policy 5. https://doi.org/10.1017/dap.2023.1

Rabah S, Assila A, Khouri E, Maier F, Ababsa F, Bourny V, Maier P, Mérienne F (2018) Towards improving the future of manufacturing through digital twin and augmented reality technologies. Procedia Manuf 17:460–467. https://doi.org/10.1016/j.promfg.2018.10.070

Rajesh PK, Manikandan N, Ramshankar CS, Vishwanathan T, Sathishkumar C (2019) Digital Twin of an automotive brake pad for predictive maintenance. Procedia Comput Sci 165:18–24. https://doi.org/10.1016/j.procs.2020.01.061

Raqeeb A, Bonetti A, Carlsson A, Harispuru C, Pustejovsky M, Wetterstrand N (2022) Functional digital twins of relay protection and relay test equipment enabling benefits in training and remote support. 16th International Conference on Developments in Power System Protection (DPSP 2022). https://doi.org/10.1049/icp.2022.0925

Rathore MM, Shah SA, Shukla D, Bentafat E, Bakiras S (2021) The role of AI, machine learning, and big data in digital twinning: a systematic literature review, challenges, and opportunities. IEEE Access 9:32030–32052. https://doi.org/10.1109/access.2021.3060863

Rebmann A, Knoch S, Emrich A, Fettke P, Loos P (2020) A multi-sensor approach for Digital Twins of manual assembly and commissioning. Procedia Manuf 51:549–556. https://doi.org/10.1016/j.promfg.2020.10.077

Revetria R, Tonelli F, Damiani L, Demartini M, Bisio F, Peruzzo N (2019) A real-time mechanical structures monitoring system based on Digital Twin, Iot and augmented reality. 2019 Spring Simulation Conference (SpringSim). https://doi.org/10.23919/springsim.2019.8732917

Rosen R, von Wichert G, Lo G, Bettenhausen KD (2015) About the importance of autonomy and Digital Twins for the future of manufacturing. IFAC-PapersOnLine 48(3):567–572. https://doi.org/10.1016/j.ifacol.2015.06.141

Rožanec JM, Lu J, Rupnik J, Škrjanc M, Mladenić D, Fortuna B, Zheng X, Kiritsis D (2022) Actionable cognitive twins for decision making in manufacturing. Int J Prod Res 60(2):452–478. https://doi.org/10.1080/00207543.2021.2002967

Saeed Z, Mancini F, Glusac T, Izadpanahi P (2022) Future city, digital twinning and the urban realm: a systematic literature review. Buildings 12(5):685. https://doi.org/10.3390/buildings12050685

San Francisco Open Data (2024) San Francisco Open Data. https://data.sfgov.org . Accessed 10 May 2024

Shahat E, Hyun CT, Yeom C (2021) City Digital Twin potentials: a review and research agenda. Sustainability 13(6):3386. https://doi.org/10.3390/su13063386

Shangguan D, Chen L, Ding J (2020) A Digital Twin-based approach for the fault diagnosis and health monitoring of a complex satellite system. Symmetry 12(8):1307. https://doi.org/10.3390/sym12081307

Srai J, Settanni E (2019) Supply chain digital twins: opportunities and challenges beyond the hype

Ssin S, Cho H, Woo W (2021a) GeoACT: augmented control tower using virtual and real geospatial data. Interact Des Archit 48:122–142. https://doi.org/10.55612/s-5002-048-006

Ssin S, Cho H, Woo W (2021b) GeoVCM: virtual urban digital twin system augmenting virtual and real geo-spacial data. 2021 IEEE International Conference on Consumer Electronics (ICCE). https://doi.org/10.1109/icce50685.2021.9427709

Stark R, Kind S, Neumeyer S (2017) Innovations in digital modelling for next generation manufacturing system design. CIRP Ann 66(1):169–172. https://doi.org/10.1016/j.cirp.2017.04.045

Steinmetz C, Schroeder GN, Sulak A, Tuna K, Binotto A, Rettberg A, Pereira CE (2022) A methodology for creating semantic digital twin models supported by knowledge graphs. 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA). https://doi.org/10.1109/etfa52439.2022.9921499

Svítek M, Skobelev P, Kozhevnikov S (2019) Smart city 5.0 as an urban ecosystem of smart services. Stud Comp Intell:426–438. https://doi.org/10.1007/978-3-030-27477-1_33

Tao F, Cheng J, Qi Q, Zhang M, Zhang H, Sui F (2017) Digital twin-driven product design, manufacturing and service with big data. Int J Adv Manuf Technol 94(9–12):3563–3576. https://doi.org/10.1007/s00170-017-0233-1

Ton DT, Smith MA (2012) The U.S. Department of Energy’s Microgrid Initiative. Electr J 25(8):84–94. https://doi.org/10.1016/j.tej.2012.09.013

Tonnarelli F, Mora L (2023) Smart urbanism in Africa: when theories do not fit with contextual practices. Reg Stud:1–11. https://doi.org/10.1080/00343404.2023.2235407

Trusov A, Limonova EE (2020) The analysis of projective transformation algorithms for image recognition on mobile devices. Twelfth International Conference on Machine Vision (ICMV 2019). https://doi.org/10.1117/12.2559732

Tuhaise VV, Tah JHM, Abanda FH (2023) Technologies for digital twin applications in construction. Autom Constr 152:104931. https://doi.org/10.1016/j.autcon.2023.104931

Tygesen UT, Jepsen MS, Vestermark J, Dollerup N, Pedersen A (2018) The true digital twin concept for fatigue re-assessment of marine structures. Volume 1: offshore technology. https://doi.org/10.1115/omae2018-77915

Um J, Popper J, Ruskowski M (2018) Modular augmented reality platform for smart operator in production environment. 2018 IEEE Industrial Cyber-Physical Systems (ICPS). https://doi.org/10.1109/icphys.2018.8390796

Urbina Coronado PD, Lynn R, Louhichi W, Parto M, Wescoat E, Kurfess T (2018) Part data integration in the shop floor digital twin: mobile and cloud technologies to enable a manufacturing execution system. J Manuf Syst 48:25–33. https://doi.org/10.1016/j.jmsy.2018.02.002

van der Valk H, Strobel G, Winkelmann S, Hunker J, Tomczyk M (2022) Supply chains in the era of Digital Twins – a review. Procedia Comput Sci 204:156–163. https://doi.org/10.1016/j.procs.2022.08.019

Verdouw C, Tekinerdogan B, Beulens A, Wolfert S (2021) Digital twins in smart farming. Agric Syst 189:103046. https://doi.org/10.1016/j.agsy.2020.103046

Vidal-Balea A, Blanco-Novoa O, Fraga-Lamas P, Vilar-Montesinos M, Fernández-Caramés TM (2021) Collaborative augmented digital twin: a novel open-source augmented reality solution for training and maintenance processes in the shipyard of the future. The 4th XoveTIC conference. https://doi.org/10.3390/engproc2021007010

Wan L, Nochta T, Schooling JM (2019) Developing a city-level digital twin –propositions and a case study. International Conference on Smart Infrastructure and Construction 2019 (ICSIC). https://doi.org/10.1680/icsic.64669.187

Wang P, Luo M (2021) A digital twin-based big data virtual and real fusion learning reference framework supported by industrial internet towards smart manufacturing. J Manuf Syst 58:16–32. https://doi.org/10.1016/j.jmsy.2020.11.012

Wang W, He F, Li Y, Tang S, Li X, Xia J, Lv Z (2023) Data information processing of traffic digital twins in smart cities using edge intelligent federation learning. Inf Process Manage 60(2):103171. https://doi.org/10.1016/j.ipm.2022.103171

Wang H, Meng X (2021) BIM-supported knowledge management: potentials and expectations. J Manag Eng 37(4). https://doi.org/10.1061/(asce)me.1943-5479.0000934

Waszak M, Lam AN, Hoffmann V, Elvesater B, Mogos MF, Roman D (2022) Let the asset decide: digital twins with knowledge graphs. 2022 IEEE 19th International Conference on Software Architecture Companion (ICSA-C). https://doi.org/10.1109/icsa-c54293.2022.00014

Wen T, Dobson E, Hvaara R (2020) Mesh learning: a cloud and edge–based computing network providing data–driven solutions to the oil and gas industry. Day 2 Tue, November 03, 2020. https://doi.org/10.4043/30365-ms

White G, Zink A, Codecá L, Clarke S (2021) A digital twin smart city for citizen feedback. Cities 110:103064. https://doi.org/10.1016/j.cities.2020.103064

Wiegand G, Mai C, Liu Y, Hußmann H (2018) Early take-over preparation in stereoscopic 3D. Adjunct proceedings of the 10th international conference on automotive user interfaces and interactive vehicular applications. https://doi.org/10.1145/3239092.3265957

Xia L, Zheng P, Li X, Gao RX, Wang L (2022) Toward cognitive predictive maintenance: a survey of graph-based approaches. J Manuf Syst 64:107–120. https://doi.org/10.1016/j.jmsy.2022.06.002

Xie X, Lu Q, Rodenas-Herraiz D, Parlikad AK, Schooling JM (2020) Visualised inspection system for monitoring environmental anomalies during daily operation and maintenance. Eng Constr Archit Manag 27(8):1835–1852. https://doi.org/10.1108/ecam-11-2019-0640

Xu Y, Sun Y, Liu X, Zheng Y (2019) A Digital-Twin-assisted fault diagnosis using deep transfer learning. IEEE Access 7:19990–19999. https://doi.org/10.1109/access.2018.2890566

Xu W, Cui J, Li L, Yao B, Tian S, Zhou Z (2021) Digital twin-based industrial cloud robotics: framework, control approach and implementation. J Manuf Syst 58:196–209. https://doi.org/10.1016/j.jmsy.2020.07.013

Xu H, Berres A, Yoginath SB, Sorensen H, Nugent PJ, Severino J, Tennille SA, Moore A, Jones W, Sanyal J (2023) Smart mobility in the cloud: enabling real-time situational awareness and cyber-physical control through a Digital Twin for traffic. IEEE Trans Intell Transp Syst 24(3):3145–3156. https://doi.org/10.1109/tits.2022.3226746

Yan M, Gan W, Zhou Y, Wen J, Yao W (2022) Projection method for blockchain-enabled non-iterative decentralized management in integrated natural gas-electric systems and its application in digital twin modelling. Appl Energy 311:118645. https://doi.org/10.1016/j.apenergy.2022.118645

Yin Y, Zheng P, Li C, Wang L (2023) A state-of-the-art survey on augmented reality-assisted Digital Twin for futuristic human-centric industry transformation. Robot Comput-Integr Manuf 81:102515. https://doi.org/10.1016/j.rcim.2022.102515

Yu G, Wang Y, Hu M, Shi L, Mao Z, Sugumaran V (2021) RIOMS: an intelligent system for operation and maintenance of urban roads using spatio-temporal data in smart cities. Futur Gener Comput Syst 115:583–609. https://doi.org/10.1016/j.future.2020.09.010

Yu X, Merritt J (2023) Comparison of city digital twin case studies. Digital twins for smart cities, 123–137. https://doi.org/10.1680/dtsc.66007.123

Zakzak L (2019) Citizen-centric smart city development. Proceedings of the 20th annual international conference on digital government research. https://doi.org/10.1145/3325112.3325236

Zborowski M (2018) Finding meaning, application for the much-discussed “Digital Twin.” J Petrol Technol 70(06):26–32. https://doi.org/10.2118/0618-0026-jpt

Zhang J, Mora L (2023) Nothing but symbolic: Chinese new authoritarianism, smart government, and the challenge of multi-level governance. Gov Inf Q 40(4):101880. https://doi.org/10.1016/j.giq.2023.101880

Zhang K, Cao J, Zhang Y (2022) Adaptive digital twin and multiagent deep reinforcement learning for vehicular edge computing and networks. IEEE Trans Industr Inf 18(2):1405–1413. https://doi.org/10.1109/tii.2021.3088407

Zhao X, Sun Y (2020) Augmented reality assembly guidance method based on situation awareness. In: Proceedings of the 2020 the 10th international workshop on computer science and engineering. WCSE, pp 165–173

Zheng P, Lin T-J, Chen C-H, Xu X (2018) A systematic design approach for service innovation of smart product-service systems. J Clean Prod 201:657–667. https://doi.org/10.1016/j.jclepro.2018.08.101

Zheng X, Lu J, Kiritsis D (2021) The emergence of cognitive digital twin: vision, challenges and opportunities. Int J Prod Res 60(24):7610–7632. https://doi.org/10.1080/00207543.2021.2014591

Zheng P, Li S, Fan J, Li C, Wang L (2023) A collaborative intelligence-based approach for handling human-robot collaboration uncertainties. CIRP Ann 72(1):1–4. https://doi.org/10.1016/j.cirp.2023.04.057

Židek K, Hladký V, Pitel’ J, Demčák J, Hošovský A, Lazorík P (2021) SMART production system with full digitalization for assembly and inspection in concept of industry 4.0. Future access enablers for ubiquitous and intelligent infrastructures. pp 181–192. https://doi.org/10.1007/978-3-030-78459-1_13

Zohdi TI (2020) A machine-learning framework for rapid adaptive digital-twin based fire-propagation simulation in complex environments. Comput Methods Appl Mech Eng 363:112907. https://doi.org/10.1016/j.cma.2020.112907

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Acknowledgements

The authors extend their appreciation to the Deputyship for Research and Innovation, Ministry of Education in Saudi Arabia, for funding this research work through project number 445-5-961.

This research was funded by the Deputyship for Research and Innovation, Ministry of Education in Saudi Arabia, project number 445-5-961.

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College of Computer Science and Engineering, Taibah University, 46421, Yanbu, Saudi Arabia

Rasha F. El-Agamy, Hanaa A. Sayed, Arwa M. AL Akhatatneh, Mansourah Aljohani & Mostafa Elhosseini

Computer Science Department, Faculty of Science, Tanta University, Tanta, 31527, Egypt

Rasha F. El-Agamy

Department of Computer Science, Faculty of Computers and Information, Assiut University, Assiut, 71516, Egypt

Hanaa A. Sayed

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Conceptualization, M.E.; methodology, R.E., H.A., A.A., M.A.; software, A.A. and M.A.; validation, H.A., R.E. and M.E.; formal analysis, R.E.. and A.A.; investigation, A.A. and H.A; resources, M.A.; data curation, R.E., and H.A; writing—original draft preparation, R.E., H.A., A.A., and M.A.; writing—review and editing, R.E., H.A., and M.E.; visualization, R.E., and H.A; supervision, M.E., H.A., and R.E.; project administration, M.E.; funding acquisition, M.E. All authors have read and agreed to the published version of the manuscript.

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El-Agamy, R.F., Sayed, H.A., AL Akhatatneh, A.M. et al. Comprehensive analysis of digital twins in smart cities: a 4200-paper bibliometric study. Artif Intell Rev 57 , 154 (2024). https://doi.org/10.1007/s10462-024-10781-8

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Edwards’ latest studies shed light on climate-tech needs

May was a big month for Assistant Professor Morgan Edwards , as she published two important climate technology studies. These new papers could provide timely insights into the development of technologies that must scale rapidly to meet the needs of the warming planet and the 2015 Paris Agreement established to limit global temperature increases.

Assessing direct air capture with carbon storage technology

On May 6, a study co-led by Edwards and PhD student Zachary Thomas debuted in the  Proceedings of the National Academy of Sciences . The research found that direct air capture with carbon storage (DACCS) could help remove nearly five gigatonnes of carbon dioxide (CO 2 ) by midcentury if the emerging technology, which uses chemicals to capture the heat-trapping gas directly from the air, develops at a rate similar to other technologies that grew quickly in the past.

“Countries around the world and many other actors – from local governments to corporations to universities – are setting net zero targets,” Edwards says. “We know we will need to rapidly reduce CO 2 emissions at the source, but technologies like DACCS that can remove CO 2 directly from the atmosphere could also play an important role.”

The international team of researchers working on Edwards’ project also included La Follette Professor Gregory Nemet and La Follette alum Jenna Greene (MPA ’22), now a PhD student with the Nelson Institute for Environmental Studies.

Read more about this study

Corporate investments boost climate-tech startups

On May 15, a  new study  co-authored by Edwards was published in Nature Energy . This research, led by Assistant Research Professor Kathleen Kennedy of the Center for Global Sustainability in the University of Maryland’s School of Public Policy, found that corporate investments into climate-tech start-ups coupled with public and other private funding can expedite the deployment of new technologies. Edwards and her co-authors hope that this research can help policymakers develop more effective strategies for incentivizing the innovation needed to address the climate crisis.

“This analysis addresses a critical knowledge gap on the effects of growing corporate investments on the success of climate-tech,” Edwards says. “We find that corporate investment is consistently associated with higher rates of exits, and in recent years corporate investment is not correlated with failure, indicating that corporations may have learned from earlier losses and could play a larger role in supporting climate-tech moving forward.”

Next up, Edwards, Nemet, and other study coauthors will share additional insights on climate-tech innovation when they release the second edition of the  State of Carbon Dioxide Removal  report on June 4, 2024.

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In international relations, it’s the message, not the medium

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Over 180 world leaders maintain social media accounts, and some of them issue policy warnings to rivals and the public on these platforms rather than relying on traditional government statements. How seriously do people take such social media postings?

A new study suggests the general public and policymakers alike take leaders’ social media posts just as seriously as they take formal government statements. The research, by MIT political scientists, deploys novel surveys of both the public and experienced foreign policy specialists.

“What we find, which is really surprising, across both expert audiences and public audiences, is that tweets are not necessarily seen as this form of cheap talk,” says Erik Lin-Greenberg, an MIT faculty member and co-author of a new paper detailing the results. “They’re viewed as the same type of signal as that being offered through more formal and traditional communications.”

The findings suggest that people have become so fully acclimatized to social media that they regard the medium as a vehicle for messages that have just as much credibility as those generated through the old-school method, in which official statements are released in formal language on official government documents.

“One clue that sheds some light on our unexpected findings is that a slight majority of our survey respondents who read a tweet identified what they read as a White House press release,” says Benjamin Norwood Harris, an MIT doctoral candidate and co-author of the paper. “Respondents really seemed to believe that tweets were just another way presidents communicate in their official capacity.”

The paper, “ Cheap Tweets?: Crisis Signaling in the Age of Twitter ,” appears in the June issue of International Studies Quarterly . Greenberg is the Leo Marx Career Development Assistant Professor of the History and Culture of Science and Technology at MIT; Harris is a PhD candidate in MIT’s Department of Political Science who specializes in security studies and international relations.

The study fits into a larger body of political science research in the area of “crisis signaling” — the way words and actions in international relations are interpreted, which is often critical to diplomacy. However, when it comes to the use of social media, “There’s been very little research that looks at the credibility of public signals,” Lin-Greenberg notes.

The research consisted of a multilayered set of surveys, conducted in 2021. Using the survey platform Lucid, the scholars surveyed 977 members of the general public about a hypothetical confrontation between the U.S. and Iran, using facsimiles of messages on Twitter (now known as X) and formal White House statements that might have been sent by U.S. President Joe Biden during such a scenario. Separately, the scholars also recruited foreign policy experts from the U.S., India, and Singapore, which all have active English-language think tank spheres, to take the same survey.

Asked to rate the credibility of tweets and official statements on a five-point scale, the public rated official press releases at 3.30 and tweets at 3.22. The policy experts gave a 3.10 rating to the official statement, and a 3.11 rating to the tweets.

“No matter how we cut the data, we just don’t see much difference in how respondents rated Tweets versus official statements,” Harris says. “Even when we vary the formality of the tweet language — including things like all caps and lots of exclamation points — we don’t find an effect.”

A follow-up layer of the survey then asked respondents about a related hypothetical conflict between the U.S. and Iran in 2026, with facsimile tweets and White House statements attributed to both Biden and former president Donald Trump, given that either could be president then. The aim was to see if different leaders influenced perceptions of the two forms of statements.

But in this instance, the public and policy experts regarded tweets and official statements virtually equally seriously. Trump’s statements were given slightly more credibility overall, but with a strong partisan divide: Liberals took Biden’s statements to have more credibility, and conservatives took Trump’s statements to have more credibility.

Overall, the study suggests that many people are simply unaffected by the medium in which a global leader might choose to issue a warning to leaders of other nations. In the surveys, participants were given the opportunity to describe qualitatively what shaped their responses; only about 2 percent cited the medium as an issue.

As Harris notes, the survey data also indicate that slightly more than 51 percent of respondents believed a tweet constituted an officially released government statement. Additionally, about 73 percent of respondents thought tweets were generated in the same way as statements that have the official imprint of a national government.

“People who see a tweet don’t really differentiate it in their minds. They don’t think the tweet is not an official statement,” Lin-Greenberg says. “About three-quarters of the population think it’s coordinated, whether it’s a tweet or an official statement.”

In the paper, the scholars suggest there is considerable room for follow-up research in this area. Among other things, future studies might compare the effect of social media statements to other types of communication, such as speeches. Scholars might also study other social media platforms or broaden the set of countries being studied. Such research, Lin-Greenberg and Harris conclude in the paper, “will further enrich our understanding of the interactions between emerging technology and international politics.”

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