Decision Making using Internet of Things and Machine Learning: A bibliometric approach to tracking main research themes

Gamboa-Rosales, Nadia-Karina and Castorena-Robles, Andrea and Casas-Valadez, Mariano-Alberto and Cobo, Manuel-Jesús and Castañeda-Miranda, Rodrigo and López-Robles, José-Ricardo Decision Making using Internet of Things and Machine Learning: A bibliometric approach to tracking main research themes., 2020 . In 2020 International Conference on Data Analytics for Business and Industry: Way Towards a Sustainable Economy (ICDABI), Bahrain (online), 26th – 27th October 2020. (Unpublished) [Presentation]

Slideshow (DATA20_Gamboa-Rosales_IoT.pdf)
DATA20_Gamboa-Rosales_IoT_vf.pdf - Presentation
Available under License Creative Commons Attribution.

Download (801kB) | Preview

English abstract

The internet has become an integral part of our life, we connect daily for informational, social, entertainment and even work and economic purposes. Therefore, it is completely normal to connect to the internet; But it is not only people, also these everyday objects or things in our environment who connect to the network to take advantage of its benefits. This next stage in the evolution of the internet, in which connectivity extends to the objects which surround us, is known as the Internet of Things. Sensors, Machines, Devices, Wearables are part of the Internet of Things and these can be identified to be recognized and interact without the need for a human being. With the Internet of Things, the connection extends to any type of object. All these interconnected devices and people produce an immense amount of data, when analyzed, they become a tool that allows organizations to make wise decisions in real time by having information on various market situations and ensuring a better understanding of behavior and consumer preferences. One of the disciplines of Artificial Intelligence responsible for analyzing this large amount of data is Machine Learning, whose sole purpose is to improve the Decision-Making process. To understand the relationship between Internet of Things, application of Machine Learning and the Decision Making process, a bibliometric analysis is carried out from 2013 to 2020 to know its evolution, trends, research areas, authors and other aspects using Scopus.

Item type: Presentation
Keywords: decision making, internet of things, machine learning, artificial intelligence, strategic intelligence, competitive intelligence, business intelligence, science mapping, bibliometric analysis
Subjects: F. Management.
G. Industry, profession and education.
L. Information technology and library technology
Depositing user: J.R. López-Robles
Date deposited: 15 Feb 2021 09:57
Last modified: 15 Feb 2021 09:57


D. Michie, D.J. Spiegelhalter, C. Taylor, Machine learning, Neural and Statistical Classification 13 (1994), 1-298.

O. Ameri Sianaki, A. Yousefi, A.R. Tabesh, M. Mahdavi, Machine learning applications: The past and current research trend in diverse industries, Inventions 4 (2019), 8.

J.R. López-Robles, J.R. Otegi-Olaso, I. Porto-Gómez, M.J. Cobo, 30 years of intelligence models in management and business: A bibliometric review, International Journal of Information Management 48 (2019), 22-38.

B. Raef, R. Ferdousi, A review of machine learning approaches in assisted reproductive technologies, Acta Informatica Medica 27 (2019), 205.

L.B. Furstenau, M.K. Sott, L.M. Kipper, Ê.L. Machado, J.R. López-Robles, M.S. Dohan, M.J. Cobo, A. Zahid, Q.H. Abbasi, M.A. Imran, Link between sustainability and industry 4.0: trends, challenges and new perspectives, Ieee Access 8 (2020), 140079-140096.

E. Alpaydin, Introduction to Machine Learning Ethem Alpaydin, Introduction to machine learning (2014).

J. Hurwitz, D. Kirsch, Machine learning for dummies, IBM Limited Edition 75 (2018).

R. Wason, Deep learning: Evolution and expansion, Cognitive Systems Research 52 (2018), 701-708.

O. Kramer, Machine learning for evolution strategies, Springer, 2016.

J.R. López-Robles, M. Rodríguez-Salvador, N.K. Gamboa-Rosales, S. Ramirez-Rosales, M.J. Cobo, The last five years of Big Data Research in Economics, Econometrics and Finance: Identification and conceptual analysis, Procedia computer science 162 (2019), 729-736.

K. Ashton, That ‘internet of things’ thing, RFID journal 22 (2009), 97-114.

D. Evans, Internet de las cosas, Cómo la próxima evolución de Internet lo cambia todo. Cisco Internet Bussiness Solutions Group-IBSG 11 (2011), 4-11.

L.B. Furstenau, M.K. Sott, A.J.O. Homrich, L.M. Kipper, A.A. Al Abri, T.F. Cardoso, J.R. López-Robles, M.J. Cobo, 20 Years of Scientific Evolution of Cyber Security: a Science Mapping, in: International Conference on Industrial Engineering and Operations Management, IEOM Society International, Dubai, UAE, 2020, pp. 314-325.

M. Peña, Qué es el Internet de las Cosas y cómo afecta tu vida diaria, in: digitaltrends, 2019.

P.D. Studio, The IoT Data Explosion: How Big Is the IoT Data Market?, in: Priceonomics, 2019.

T.F.B.M.a.T. Saleh, Building the AI-Powered Organization, in: Harvard Business Review, 2019.

J.R. López-Robles, J.R. Otegi-Olaso, I. Porto-Gomez, H. Gamboa-Rosales, N.K. Gamboa-Rosales, Understanding the intellectual structure and evolution of Competitive Intelligence: A bibliometric analysis from 1984 to 2017, Technology Analysis & Strategic Management 32 (2020), 604-619.

J.R. López-Robles, J.R. Otegi-Olaso, H. Robles-Berumen, H. Gamboa-Rosales, A. Gamboa-Rosales, N.K. Gamboa-Rosales, Visualizing and mapping the project management research areas within the International Journal of Project Management: A bibliometric analysis from 1983 to 2018, in: Research and Education in Project Management - REPM 2019, Bilbao (Spain), 2019.

J.R. López-Robles, J. Otegi-Olaso, R., I. Porto-Gómez, H. Gamboa-Rosales, N.K. Gamboa-Rosales, Intelligence: origin, evolution and trends, in: VISIO 2018 Conference, 2018.

J.R. López-Robles, J.R. Otegi-Olaso, I. Porto-Gómez, H. Gamboa-Rosales, N.K. Gamboa-Rosales, La relación entre Inteligencia de Negocio e Inteligencia Competitiva: un análisis retrospectivo y bibliométrico de la literatura de 1959 a 2017, Revista Espanola de Documentacion Cientifica 43 (2020), e256.


Downloads per month over past year

Actions (login required)

View Item View Item