What do Publications say about the Internet of Things Challenges/Barriers to uninformed Authors? A bibliometric Analysis


he Internet of Things (IoT) as an emerging technology has widely been discussed in the literature in recent years. There are also bibliometric analyses in this regard that illustrate the current status of IoT research. The bibliometric analyses have been used widely by researchers to provide insights into current topics and identify emerging and future research in different fields. As there are challenges or barriers to the use of IoT, it is necessary for researchers to focus on this area. Various studies have discussed IoT challenges/barriers; however, a picture from such research is not accessible in terms of bibliometrics. This research, therefore, conducts a bibliometric analysis on publications that discuss IoT challenges/barriers to identify challenges most discussed in the literature. Results show that challenges/barriers to IoT usually discussed in the literature include security, privacy, trust, standards, architecture, and energy.


Challenges/ barriers to the Internet of Things; IoT; Bibliometrics; Future internet.

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Aliee, Fereidoon Shams, Hanieh Kashfi, and Bahar Farahani. 2019. “The Evolving Enterprise Architecture: A Digital Transformation Perspective”. In Proceedings of the International Conference on Omni-Layer Intelligent Systems, 179–83. Crete: ACM.

Aria, Massimo, and Corrado Cuccurullo. 2017. “Bibliometrix: An R-Tool for Comprehensive Science Mapping Analysis”. Journal of Informetrics 11 (4):959–75.

———. 2019. Bibliometrix: Comprehensive Science Mapping Analysis (version 3.0.2).

Atzori, Luigi, Antonio Iera, and Giacomo Morabito. 2010. “The Internet of Things: A Survey”. Computer Networks 54 (15):2787–2805.

Baldini, Gianmarco, Maarten Botterman, Ricardo Neisse, and Mariachiara Tallacchini. 2018. “Ethical Design in the Internet of Things”. Science and Engineering Ethics 24 (3):905–25.

“Biblioshiny - Bibliometrix for No Coders”. 2019.

Börner, Katy, Chaomei Chen, and Kevin W. Boyack. 2003. “Visualizing Knowledge Domains”. Annual Review of Information Science and Technology 37 (1):179–255.

Bradford, Samuel C. 1934. “Sources of Information on Specific Subjects”. Engineering 137:85–86.

Catarinucci, Luca, Danilo de Donno, Luca Mainetti, Luca Palano, Luigi Patrono, Maria Laura Stefanizzi, and Luciano Tarricone. 2015. “An IoT-Aware Architecture for Smart Healthcare Systems”. IEEE Internet of Things Journal 2 (6):515–26.

Cetinkaya, Oktay, Ergin Dinc, Caglar Koca, Geoff V. Merrett, and Ozgur B. Akan. 2019. “Energy-Neutral Wireless-Powered Networks”. IEEE Wireless Communications Letters 8 (5):1373–76.

Cobo, Manuel J., Antonio Gabriel López-Herrera, Enrique Herrera-Viedma, and Francisco Herrera. 2011. “An Approach for Detecting, Quantifying, and Visualizing the Evolution of a Research Field: A Practical Application to the Fuzzy Sets Theory Field”. Journal of Informetrics 5 (1):146–66.

Cuccurullo, Corrado, Massimo Aria, and Fabrizia Sarto. 2016. “Foundations and Trends in Performance Management. A Twenty-Five Years Bibliometric Analysis in Business and Public Administration Domains”. Scientometrics 108 (2):595–611.

Dabbagh, Mohammad, Mehdi Sookhak, and Nader Sohrabi Safa. 2019. “The Evolution of Blockchain: A Bibliometric Study”. IEEE Access 7:19212–21.

Dadkhah, Mehdi, Mohammad Lagzian Mehraeen, Gabriele Santoro, and Mario Drobics. 2018. “A Brief Overview on Status of Internet of Things Research in Iran”. International Journal of Internet of Things and Cyber-Assurance InPress.

Dadkhah, Mehdi, Mohammad Lagzian, Fariborz Rahimnia, and Khalil Kimiafar. 2020. “What Do Websites Say about Internet of Things Challenges? A Text Mining Approach”. Science & Technology Libraries 39 (2):125–41.

De Granda-Orive, José Ignacio, Adolfo Alonso-Arroyo, Francisco García-Río, Santiago Villanueva-Serrano, Andrés Pandiella, and Rafael Aleixandre-Benavent. 2013. “Scientific Literature Among Smoking and Respiratory System: Repercussion and Collaboration”. Archivos de Bronconeumología (English Edition) 49 (7):282–88.

Dey, Nilanjan, Amira S. Ashour, and Chintan Bhatt. 2017. “Internet of Things Driven Connected Healthcare”. In Internet of Things and Big Data Technologies for Next Generation Healthcare, edited by Chintan Bhatt, Nilanjan Dey, and Amira S. Ashour, 3–12. Cham: Springer International Publishing.

Ellegaard, Ole, and Johan A. Wallin. 2015. “The Bibliometric Analysis of Scholarly Production: How Great Is the Impact?” Scientometrics 105 (3):1809–31.

Frustaci, Mario, Pasquale Pace, Gianluca Aloi, and Giancarlo Fortino. 2017. “Evaluating Critical Security Issues of the IoT World: Present and Future Challenges”. IEEE Internet of Things Journal 5 (4):2483–95.

Garfield, E. 1990. “KeyWords Plus®: ISI’s Breakthrough Retrieval Method. Part 1. Expanding Your Searching Power on Current Contents on Diskette”. Current Comments® 39:5–9.

Garfield, Eugene, and Irving H. Sher. 1993. “Key Words Plus [TM]-Algorithmic Derivative Indexing”. Journal-American Society For Information Science 44:298–298.

Gubbi, Jayavardhana, Rajkumar Buyya, Slaven Marusic, and Marimuthu Palaniswami. 2013. “Internet of Things (IoT): A Vision, Architectural Elements, and Future Directions”. Future Generation Computer Systems 29 (7):1645–60.

Hofmann, Bjørn, Dušan Haustein, and Laurens Landeweerd. 2017. “Smart-Glasses: Exposing and Elucidating the Ethical Issues”. Science and Engineering Ethics 23 (3):701–21.

Hsiao, Chun-Hua, Kai-Yu Tang, and John S. Liu. 2015. “Citation-Based Analysis of Literature: A Case Study of Technology Acceptance Research”. Scientometrics 105 (2):1091–1110.

Huang, Mu-Hsuan, and Chia-Pin Chang. 2014. “Detecting Research Fronts in OLED Field Using Bibliographic Coupling with Sliding Window”. Scientometrics 98 (3):1721–44.

Huertas González Serrano, María, Paul Jones, and Orlando Llanos-Contrera. 2019. “An Overview of Sport Entrepreneurship Field: A Bibliometric Analysis of the Articles Published in the Web of Science”. Sport in Society, 1–18.

Hung, Mark, ed. 2017. Leading the Iot, Gartner Insights on How to Lead in a Connected World. Gartner.

Jing, Qi, Athanasios V. Vasilakos, Jiafu Wan, Jingwei Lu, and Dechao Qiu. 2014. “Security of the Internet of Things: Perspectives and Challenges”. Wireless Networks 20 (8):2481–2501.

Konstantinidis, Stathis, Antonis Mpillis, Heather Wharrad, and Panagiotis Bamidis. 2017. “Internet of Things in Health Trends Through Bibliometrics and Text Mining”. Studies in Health Technology and Informatics 235:73–77.

Kortuem, Gerd, Fahim Kawsar, Vasughi Sundramoorthy, and Daniel Fitton. 2010. “Smart Objects as Building Blocks for the Internet of Things”. IEEE Internet Computing 14 (1):44–51.

Lotka, Alfred J. 1926. “The Frequency Distribution of Scientific Productivity”. Journal of the Washington Academy of Sciences 16 (12):317–23.

Lu Tan, and Neng Wang. 2010. “Future Internet: The Internet of Things”. In 2010 3rd International Conference on Advanced Computer Theory and Engineering (ICACTE), 5:V5-376-V5-380. Chengdu, China: IEEE.

Lu, Yajun, and J. Cecil. 2016. “An Internet of Things (IoT)-Based Collaborative Framework for Advanced Manufacturing”. The International Journal of Advanced Manufacturing Technology 84 (5):1141–52.

MacDonald, Karen I., and Virginia Dressler. 2018. “Using Citation Analysis to Identify Research Fronts: A Case Study with the Internet of Things”. Science & Technology Libraries 37 (2):171–86.

Mahapatra, Chinmaya, Akshaya Moharana, and Victor Leung. 2017. “Energy Management in Smart Cities Based on Internet of Things: Peak Demand Reduction and Energy Savings”. Sensors 17 (12):2812.

Mattern, Friedemann, and Christian Floerkemeier. 2010. “From the Internet of Computers to the Internet of Things”. In From Active Data Management to Event-Based Systems and More: Papers in Honor of Alejandro Buchmann on the Occasion of His 60th Birthday, edited by Kai Sachs, Ilia Petrov, and Pablo Guerrero, 6462:242–59. Berlin, Heidelberg: Springer Berlin Heidelberg.

McDonald, John H. 2009. Handbook of Biological Statistics. Vol. Vol. 2. Baltimore: Sparky House Publishing.

Miorandi, Daniele, Sabrina Sicari, Francesco De Pellegrini, and Imrich Chlamtac. 2012. “Internet of Things: Vision, Applications and Research Challenges”. Ad Hoc Networks 10 (7):1497–1516.


Mishra, Deepa, Angappa Gunasekaran, Stephen J. Childe, Thanos Papadopoulos, Rameshwar Dubey, and Samuel Wamba. 2016. “Vision, Applications and Future Challenges of Internet of Things: A Bibliometric Study of the Recent Literature”. Industrial Management & Data Systems 116 (7):1331–55.

Mohammadzadeh, Ali Kamali, Saeed Ghafoori, Ayoub Mohammadian, Reza Mohammadkazemi, Bahareh Mahbanooei, and Rohollah Ghasemi. 2018. “A Fuzzy Analytic Network Process (FANP) Approach for Prioritizing Internet of Things Challenges in Iran”. Technology in Society 53:124–34.

Morris, Steven A., and Betsy Van der Veer Martens. 2008. “Mapping Research Specialties”. Annual Review of Information Science and Technology 42 (1):213–95.

Muhuri, Pranab K., Amit K. Shukla, and Ajith Abraham. 2019. “Industry 4.0: A Bibliometric Analysis and Detailed Overview”. Engineering Applications of Artificial Intelligence 78:218–35.

Muralidharan, Shapna, Abhishek Roy, and Navrati Saxena. 2016. “An Exhaustive Review on Internet of Things from Korea’s Perspective”. Wireless Personal Communications 90 (3):1463–86.

Onyancha, Omwoyo Bosire. 2018. “Forty-Five Years of LIS Research Evolution, 1971–2015: An Informetrics Study of the Author-Supplied Keywords”. Publishing Research Quarterly 34 (3):456–70.

Padyab, Ali, and Anna Ståhlbröst. 2018. “Exploring the Dimensions of Individual Privacy Concerns in Relation to the Internet of Things Use Situations”. Digital Policy, Regulation and Governance 20 (6):528–44.

Palattella, Maria Rita, Mischa Dohler, Alfredo Grieco, Gianluca Rizzo, Johan Torsner, Thomas Engel, and Latif Ladid. 2016. “Internet of Things in the 5G Era: Enablers, Architecture, and Business Models”. IEEE Journal on Selected Areas in Communications 34 (3):510–27.

Park, Inchae, and Byungun Yoon. 2018. “Identifying Promising Research Frontiers of Pattern Recognition through Bibliometric Analysis”. Sustainability 10 (11):4055.

Peters, H. P. F., and A. F. J. Van Raan. 1991. “Structuring Scientific Activities by Co-Author Analysis: An Expercise on a University Faculty Level”. Scientometrics 20 (1):235–55.

R Core Team. 2018. R: A Language and Environment for Statistical Computing. Vienna: R Foundation for Statistical Computing.

Razzaque, Mohammad Abdur, Marija Milojevic-Jevric, Andrei Palade, and Siobhan Clarke. 2015. “Middleware for Internet of Things: A Survey”. IEEE Internet of Things Journal 3 (1):70–95.

Rodríguez, José María, and Luigi Stammati. 2018. “The Economic Impact of IoT Putting Numbers on a Revolutionary Technology”. Frontier Economics, 1–16.

Roman, Rodrigo, Jianying Zhou, and Javier Lopez. 2013. “On the Features and Challenges of Security and Privacy in Distributed Internet of Things”. Computer Networks 57 (10):2266–79.

Rose, Karen, Scott D. Eldridge, and Lyman Chapin. 2015. The Internet of Things: An Overview–Understanding the Issues and Challenges of a More Connected World. United States: The Internet Society (ISOC).

Ryan, Peter, and Richard Watson. 2017. “Research Challenges for the Internet of Things: What Role Can OR Play?” Systems 5 (1).

Sheng, Zhengguo, Shusen Yang, Yifan Yu, Athanasios Vasilakos, Julie Mccann, and Kin Leung. 2013. “A Survey on the Ietf Protocol Suite for the Internet of Things: Standards, Challenges, and Opportunities”. IEEE Wireless Communications 20 (6):91–98.

Shibata, Naoki, Yuya Kajikawa, Yoshiyuki Takeda, I. Sakata, and Katsumori Matsushima. 2009. “Early Detection of Innovations from Citation Networks”. In 2009 IEEE International Conference on Industrial Engineering and Engineering Management, 54–58. Hong Kong: IEEE.

Sicari, S., A. Rizzardi, L.A. Grieco, and A. Coen-Porisini. 2015. “Security, Privacy and Trust in Internet of Things: The Road Ahead”. Computer Networks 76 (January):146–64.

Small, Henry. 1973. “Co-Citation in the Scientific Literature: A New Measure of the Relationship between Two Documents”. Journal of the American Society for Information Science 24 (4):265–69.

———. 1997. “Update on Science Mapping: Creating Large Document Spaces”. Scientometrics 38 (2):275–93.

Suebsombut, Paweena, Aicha Sekhari, Pradorn Sureepong, Pittawat Ueasangkomsate, and Abdelaziz Bouras. 2017. “The Using of Bibliometric Analysis to Classify Trends and Future Directions on ‘Smart Farm’”. In 2017 International Conference on Digital Arts, Media and Technology (ICDAMT), 136–41. Chiang Mai: IEEE.

Thompson, Dennis F., and Cheri K. Walker. 2015. “A Descriptive and Historical Review of Bibliometrics with Applications to Medical Sciences”. Pharmacotherapy: The Journal of Human Pharmacology and Drug Therapy 35 (6):551–59.

Trotta, Dennis, and Patrizia Garengo. 2018. “Industry 4.0 Key Research Topics: A Bibliometric Review”. In 2018 7th International Conference on Industrial Technology and Management (ICITM), 113–17. Oxford, United Kingdom: IEEE.

Turcu, Cristina Elena, and Cornel Octavian Turcu. 2013. “Internet of Things as Key Enabler for Sustainable Healthcare Delivery”. In Proceedings of the 2nd International Conference on Integrated Information (IC-ININFO 2012), Budapest, Hungary, August 30 – September 3, 2012, 73:251–56.

Van Leeuwen, Thed. 2004. “Descriptive Versus Evaluative Bibliometrics: Monitoring and Assessing of National R&D Systems”. In Handbook of Quantitative Science and Technology Research, edited by Henk F. Moed, Wolfgang Glänzel, and Ulrich Schmoch, 373–88. Dordrecht: Springer Netherlands.

Weber, Rolf H. 2010. “Internet of Things – New Security and Privacy Challenges”. Computer Law & Security Review 26 (1):23–30.

Wójcik, Magdalena. 2016. “Internet of Things – Potential for Libraries”. Library Hi Tech 34 (2):404–20.

Zhang, Chuan, Alessandro Romagnoli, Li Zhou, and Markus Kraft. 2017. “Knowledge Management of Eco-Industrial Park for Efficient Energy Utilization through Ontology-Based Approach”. Applied Energy 204:1412–21.

Zhang, Juan, Qi Yu, Fashan Zheng, Chao Long, Zuxun Lu, and Zhiguang Duan. 2016. “Comparing Keywords plus of WOS and Author Keywords: A Case Study of Patient Adherence Research: Comparing Keywords Plus of WOS and Author Keywords”. Journal of the Association for Information Science and Technology 67 (4):967–72.

Zhang, Xinmin, Ronald C. Estoque, Hualin Xie, Yuji Murayama, and Manjula Ranagalage. 2019. “Bibliometric Analysis of Highly Cited Articles on Ecosystem Services”. PLOS ONE 14 (2): e0210707.

Zubiaga, Arkaitz, Rob Procter, and Carsten Maple. 2018. “A Longitudinal Analysis of the Public Perception of the Opportunities and Challenges of the Internet of Things”. PLOS ONE 13 (12): e0209472.

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