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The evolution of the Internet of Things (IoT): A computational text analysis

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  • Chae, Bongsug (Kevin)

Abstract

There is increasing interest in the IoT, in both academia and industry. Extant studies have surveyed the topic of IoT using different approaches. This study takes a digital innovation view of IoT as a complex ecosystem of technologies, industry applications, concepts, methodologies, and social institutions, which is temporally dynamic and evolves over time. The study focuses on three research questions: (1) What are the important elements of the IoT ecosystem? (2) How are such IoT elements connected in the ecosystem? And (3) How have such IoT elements been evolving over time? This study adopts a topic modeling approach and extracts hidden trends from social media data. The popular elements in the IoT ecosystem are cloud computing, big data, and cybersecurity, among others. The analysis provides detailed information about popular categories or topics in the IoT ecosystem, the associations among those topics, and their evolution since 2014. Based on the findings, the study offers implications for practice and suggestions for future research.

Suggested Citation

  • Chae, Bongsug (Kevin), 2019. "The evolution of the Internet of Things (IoT): A computational text analysis," Telecommunications Policy, Elsevier, vol. 43(10).
  • Handle: RePEc:eee:telpol:v:43:y:2019:i:10:s0308596118303094
    DOI: 10.1016/j.telpol.2019.101848
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    References listed on IDEAS

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    1. Lee, So-Eun & Choi, Mideum & Kim, Seongcheol, 2017. "How and what to study about IoT: Research trends and future directions from the perspective of social science," Telecommunications Policy, Elsevier, vol. 41(10), pages 1056-1067.
    2. Lee, In & Lee, Kyoochun, 2015. "The Internet of Things (IoT): Applications, investments, and challenges for enterprises," Business Horizons, Elsevier, vol. 58(4), pages 431-440.
    3. Daniel D. Lee & H. Sebastian Seung, 1999. "Learning the parts of objects by non-negative matrix factorization," Nature, Nature, vol. 401(6755), pages 788-791, October.
    4. Youngjin Yoo & Richard J. Boland & Kalle Lyytinen & Ann Majchrzak, 2012. "Organizing for Innovation in the Digitized World," Organization Science, INFORMS, vol. 23(5), pages 1398-1408, October.
    5. Hughes, Alex & Park, Andrew & Kietzmann, Jan & Archer-Brown, Chris, 2019. "Beyond Bitcoin: What blockchain and distributed ledger technologies mean for firms," Business Horizons, Elsevier, vol. 62(3), pages 273-281.
    6. Zhang, Huiping & Tang, Zhiwei & Jayakar, Krishna, 2018. "A socio-technical analysis of China's cybersecurity policy: Towards delivering trusted e-government services," Telecommunications Policy, Elsevier, vol. 42(5), pages 409-420.
    7. Andrew Whitmore & Anurag Agarwal & Li Xu, 2015. "The Internet of Things—A survey of topics and trends," Information Systems Frontiers, Springer, vol. 17(2), pages 261-274, April.
    8. Caro, Felipe & Sadr, Ramin, 2019. "The Internet of Things (IoT) in retail: Bridging supply and demand," Business Horizons, Elsevier, vol. 62(1), pages 47-54.
    9. Knieps, Günter, 2019. "Internet of Things, big data and the economics of networked vehicles," Telecommunications Policy, Elsevier, vol. 43(2), pages 171-181.
    10. Gómez-Barroso, José Luis & Feijóo, Claudio & Quiles-Casas, Manuel & Bohlin, Erik, 2017. "The evolution of the telecommunications policy agenda: Forty years of articles in Telecommunications Policy," Telecommunications Policy, Elsevier, vol. 41(10), pages 853-877.
    11. Sarah Kaplan & Keyvan Vakili, 2015. "The double-edged sword of recombination in breakthrough innovation," Strategic Management Journal, Wiley Blackwell, vol. 36(10), pages 1435-1457, October.
    12. Kshetri, Nir, 2017. "Blockchain's roles in strengthening cybersecurity and protecting privacy," Telecommunications Policy, Elsevier, vol. 41(10), pages 1027-1038.
    13. Shancang Li & Li Da Xu & Shanshan Zhao, 2015. "The internet of things: a survey," Information Systems Frontiers, Springer, vol. 17(2), pages 243-259, April.
    14. Carsten Maple, 2017. "Security and privacy in the internet of things," Journal of Cyber Policy, Taylor & Francis Journals, vol. 2(2), pages 155-184, May.
    15. Ju, Jingrui & Liu, Luning & Feng, Yuqiang, 2018. "Citizen-centered big data analysis-driven governance intelligence framework for smart cities," Telecommunications Policy, Elsevier, vol. 42(10), pages 881-896.
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    2. Rawhi Alrae & Qassim Nasir & Manar Abu Talib, 0. "Developing House of Information Quality framework for IoT systems," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 0, pages 1-20.
    3. Rawhi Alrae & Qassim Nasir & Manar Abu Talib, 2020. "Developing House of Information Quality framework for IoT systems," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 11(6), pages 1294-1313, December.

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