The emergence of the Internet of Behaviors (IoB) has created new opportunities for influencing and guiding human decisionmaking. IoB refers to the collection, analysis, and application of data generated by individuals’ online activities, behaviors, and interactions. This concept integrates data from various sources, including social media, wearable devices, smartphones, and other digital platforms, to gain insights into human behavior patterns. This technology can profoundly affect various areas of our lives, such as healthcare, education, and transportation. This paper explores the transformative potential of IoB in educational businesses, where it enables personalized learning, real-time feedback, and improved student retention. By analyzing data on student engagement and performance, IoB supports differentiated instruction, enhances collaborative learning, and drives datadriven curriculum development. Additionally, IoB contributes to students’ health and safety through wearable technology and promotes smart, resource-efficient classrooms. However, the implementation of IoB in education poses significant challenges, including privacy concerns, technical complexities, and access disparities. The paper identifies key areas for future research, such as the integration of IoB with traditional pedagogical approaches, equitable access to IoB technologies, and development of ethical standards to safeguard student privacy. This commentary underscores IoB’s potential to revolutionize education while emphasizing the need for careful consideration of its challenges to ensure broad and equitable benefits. |
- Sun J, Gan W, Chao HC, Yu PS, Ding W. Internet of Behaviors: A Survey. IEEE Internet of Things Journal. 2023;10(13):11117-34.
- Kaur J, Singh H. Role of Internet of Behavior in Shaping Customer Service. Internet of Behaviors (IoB): CRC Press; 2023. pp. 61-84.
- Javaid M, Haleem A, Singh RP, Rab S, Suman R. Internet of Behaviours (IoB) and its role in customer services. Sensors International. 2021;2:100122.
- Embarak O. Internet of Behaviour (IoB)-based AI models for personalized smart education systems. Procedia Computer Science. 2022;203:103-10.
- Ke F, Liu R, Sokolikj Z, Dahlstrom-Hakki I, Israel M. Using eye-tracking in education: review of empirical research and technology. Educational technology research and development. 2024;72(3):1383-418.
- Damaševičius R, Maskeliūnas R, Misra S. Supporting and Shaping Human Decisions Through Internet of Behaviors (IoB): Perspectives and Implications. In: Adadi A, Motahhir S, editors. Machine Intelligence for Smart Applications: Opportunities and Risks. Cham: Springer Nature Switzerland; 2023. pp. 115-44.
- Sun X, Zou J, Li L, Luo M. A blockchain-based online language learning system. Telecommunication Systems. 2021;76(2):155-66.
- Patel V, Chesmore A, Legner CM, Pandey S. Trends in Workplace Wearable Technologies and Connected-Worker Solutions for Next-Generation Occupational Safety, Health, and Productivity. Advanced Intelligent Systems. 2022;4(1):2100099.
- Almusawi HA, Durugbo CM, Bugawa AM. Innovation in physical education: Teachers’ perspectives on readiness for wearable technology integration. Computers & Education. 2021;167:104185.
- Herrera-Pavo MÁ. Collaborative learning for virtual higher education. Learning, Culture and Social Interaction. 2021;28:100437.
- Javaid M, Haleem A, Singh RP, Khan S, Suman R. An extensive study on Internet of Behavior (IoB) enabled Healthcare-Systems: Features, facilitators, and challenges. BenchCouncil Transactions on Benchmarks, Standards and Evaluations. 2022;2(4):100085.
- Thwe WP, Kálmán A. Lifelong Learning in the Educational Setting: A Systematic Literature Review. The Asia-Pacific Education Researcher. 2024;33(2):407-17.
- Sáiz Manzanares MC, Rodríguez Diez JJ, Marticorena Sánchez R, Zaparaín Yáñez MJ, Cerezo Menéndez R. Lifelong Learning from Sustainable Education: An Analysis with Eye Tracking and Data Mining Techniques. Sustainability. 2020;12(5):1970.
- Garlinska M, Osial M, Proniewska K, Pregowska A. The Influence of Emerging Technologies on Distance Education. Electronics. 2023;12(7):1550.
- Embarak OH, Almesmari MJ, Aldarmaki FR. Apply Neutrosophic AHP Analysis of the Internet of Things (IoT) and the Internet of Behavior (IoB) in Smart Education. International Journal of Neutrosophic Science (IJNS). 2022;19(1):200-11.
- Kaur A, Bhatia M, Stea G. A Survey of Smart Classroom Literature. Education Sciences. 2022;12(2):86.
- Acharya R, Jakhar S, Kumar D, Mathur G, editors. An Overview of Smart Identity Cards for Educational Institutions. Optical and Wireless Technologies. Singapore: Springer Singapore. 2020.
- Tight M. Student retention and engagement in higher education. Journal of Further and Higher Education. 2020;44(5):689-704.
- Sedrakyan G, Malmberg J, Verbert K, Järvelä S, Kirschner PA. Linking learning behavior analytics and learning science concepts: Designing a learning analytics dashboard for feedback to support learning regulation. Computers in Human Behavior. 2020;107:105512.
- Faritha Banu J, Revathi R, Suganya M, Gladiss Merlin N. IoT based Cloud Integrated Smart Classroom for smart and a sustainable Campus. Procedia Computer Science. 2020;172:77-81.
- Paudel P, Kim S, Park S, Choi KH. A Context-Aware IoT and Deep-Learning-Based Smart Classroom for Controlling Demand and Supply of Power Load. Electronics. 2020;9(6):1039.
- Bruhn AL, Estrapala S, Mahatmya D, Rila A, Vogelgesang K. Professional Development on Data-Based Individualization: A Mixed Research Study. Behavioral Disorders. 2019;48(3):187-200.
- Embarak O, editor. An adaptive paradigm for smart education systems in smart cities using the internet of behaviour (IoB) and explainable artificial intelligence (XAI). 2022 8th International Conference on Information Technology Trends (ITT), 2022. 25-26 May 2022; Dubai: UAE.
- Dian FJ, Vahidnia R, Rahmati A. Wearables and the Internet of Things (IoT), applications, opportunities, and challenges: A Survey. IEEE access. 2020;8:69200-11.
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