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International Journal of Neutrosophic Science
Volume 19 , Issue 1, PP: 82-98 , 2022 | Cite this article as | XML | Html |PDF

Title

Towards Smart Education in IoT and IoB Environment using the Neutrosophic Approach

Authors Names :   Ossama H. Embarak   1 *     Fatima R. Aldarmaki   2     Maryam J. Almesmari   3  

1  Affiliation :  Dept. of Computer Sciences, Higher Colleges of Technology, United Arab Emirate

    Email :  oembarak@hct.ac.ae


2  Affiliation :  Dept. of Computer Sciences, Higher Colleges of Technology, United Arab Emirate

    Email :  H00373870@hct.ac.ae


3  Affiliation :  Dept. of Computer Sciences, Higher Colleges of Technology, United Arab Emirate

    Email :   H00415775@hct.ac.ae



Doi   :   https://doi.org/10.54216/IJNS.190106

Received: April 05, 2022 Accepted: September 08, 2022

Abstract :

Due to the explosive growth of information in recent years, the function of education, which disseminates information, has become more important. Meanwhile, the paradigm of the educational process is undergoing a transformation to accommodate the many methods in which today's pupils learn. As a result, we should promote a more technologically advanced school setting. It uses a variety of technologies for communication and information to engage pupils and meet their individual needs. Continuously observing and evaluating the condition and actions of various students using information from various sensors and data processing platforms for providing feedback on the process of learning might improve the quality of learning for students. The potential for the IoT to improve people's quality of life and the efficiency of businesses is enormous. The Internet of Things (IoT) and Internet of behavior (IoB) have the potential to provide a new ecosystem for application development while also facilitating expansions and enhancements to key utilities in a wide variety of domains by means of a widely dispersed local network of intelligent items. Students will learn more quickly, and instructors will be able to do their jobs more effectively when the notion of the Internet of Things is used in any educational setting. The purpose of this article is to employ neutrosophic sets to demonstrate some of the most fundamental aspects of the Internet of Things. We used the MCDM methodology to evaluate the conflicting criteria, so we used the neutrosophic AHP method to compute the weights of the criteria, and then we used the neutrosophic VIKOR to rank the alternatives. We also demonstrated how IoT may help us make better choices in our everyday lives and contribute to a more intelligent educational system.

Keywords :

Smart Education; IoT; Neutrosophic Sets; MCDM; Sensors; IoB 

References :

[1]         H. Eroğlu and R. Şahin, "A neutrosophic VIKOR method-based decision-making with an improved distance measure and score function: a case study of selection for renewable energy alternatives," Cognitive Computation, vol. 12, no. 6, pp. 1338–1355, 2020.

[2]         Y.-H. Huang, G.-W. Wei, and C. Wei, “VIKOR method for interval neutrosophic multiple attribute group decision-making,” Information, vol. 8, no. 4, p. 144, 2017.

[3]         A. Majeed and M. Ali, “How Internet-of-Things (IoT) making the university campuses smart? QA higher education (QAHE) perspective,” in 2018 IEEE 8th Annual Computing and Communication Workshop and Conference (CCWC), 2018, pp. 646–648.

[4]         S. Paul, S. Hamad, and S. Khalid, “The role of AR/VR in an IoT connected digital enterprise for smart education,” in 2019 Sixth HCT Information Technology Trends (ITT), 2019, pp. 305–308.

[5]         A. H. K. Mohammed, H.-H. Jebamikyous, D. Nawara, and R. Kashef, "IoT text analytics in the smart education and beyond," Journal of Computing in Higher Education, vol. 33, no. 3, pp. 779–806, 2021.

[6]         K. Khujamatov, E. Reypnazarov, N. Akhmedov, and D. Khasanov, “IoT based centralized double stage education,” in 2020 International Conference on Information Science and Communications Technologies (ICISCT), 2020, pp. 1–5.

[7]         Dr. Miguel Ramos Argilagos , Dr. Alex Valencia Herrera , Dr. Walter Vayas Valdiviezo, Evaluation of Nutritional Education Strategies in Schools in Ecuador Using Neutrosophic TOPSIS, International Journal of Neutrosophic Science, Vol. 18 , No. 3 , (2022) : 208-217

[8]         R. Martínez Martínez , P. E. Acurio Padilla , J. E. Jami Carrera, Distance of Similarity Measure under Neutrosophic Sets to Assess the Challenges of IoT in Supply Chain and COVID-19, International Journal of Neutrosophic Science, Vol. 18 , No. 4 , (2022) : 313-322

[9]         A. C. Martín, C. Alario-Hoyos, and C. D. Kloos, “Smart education: A review and future research directions,” Multidisciplinary Digital Publishing Institute Proceedings, vol. 31, no. 1, p. 57, 2019.

[10]       M. Al-Emran, S. I. Malik, and M. N. Al-Kabi, “A survey of Internet of Things (IoT) in education: Opportunities and challenges,” Toward social internet of things (SIoT): enabling technologies, architectures and applications, pp. 197–209, 2020.

[11]       S. Chaiyarak, A. Koednet, and P. Nilsook, “Blockchain, IoT and fog computing for smart education management,” International Journal of Education and Information Technologies, vol. 14, no. 1, pp. 52–61, 2020.

[12]       S. Jain and D. Chawla, “A smart education model for future learning and teaching using IoT,” in International Conference on Information and Communication Technology for Intelligent Systems, 2020, pp. 67–75.

[13]       G. Tripathi and M. A. Ahad, “IoT in education: an integration of educator community to promote holistic teaching and learning,” in Soft computing in data analytics, Springer, 2019, pp. 675–683.

[14]       S. Eeshwaroju, P. Jakkula, and S. Ganesan, “IoT based empowerment by smart health monitoring, smart education and smart jobs,” in 2020 International conference on computing and information technology (ICCIT-1441), 2020, pp. 1–5.

[15]       J. Byun, S. Kim, J. Sa, S. Kim, Y.-T. Shin, and J.-B. Kim, “Smart city implementation models based on IoT technology,” Advanced Science and Technology Letters, vol. 129, no. 41, pp. 209–212, 2016.

[16]       M. Bagheri and S. H. Movahed, “The effect of the Internet of Things (IoT) on education business model,” in 2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), 2016, pp. 435–441.

[17]       K. Mandula, R. Parupalli, C. H. A. S. Murty, E. Magesh, and R. Lunagariya, "Mobile-based home automation using Internet of Things (IoT)," in 2015 International Conference on Control, Instrumentation, Communication and Computational Technologies (ICCICCT), 2015, pp. 340–343.

[18]       Esraa Mohamed, The Relationship between Artificial Intelligence and Internet of Things: A quick review, Journal of Cybersecurity and Information Management, Vol. 1 , No. 1 , (2020) : 30-34

[19]       A. Anand, D. D. W. Rufuss, V. Rajkumar, and L. Suganthi, “Evaluation of sustainability indicators in smart cities for India using MCDM approach,” Energy Procedia, vol. 141, pp. 211–215, 2017.

[20]       Y.-S. Kao, K. Nawata, and C.-Y. Huang, “Evaluating the performance of systemic innovation problems of the IoT in manufacturing industries by novel MCDM methods,” Sustainability, vol. 11, no. 18, p. 4970, 2019.

[21]       J. Wang, G. Wei, and M. Lu, “An extended VIKOR method for multiple criteria group decision making with triangular fuzzy neutrosophic numbers,” Symmetry, vol. 10, no. 10, p. 497, 2018.

[22]       S. Manna, T. M. Basu, and S. K. Mondal, “A soft set based VIKOR approach for some decision-making problems under complex neutrosophic environment,” Engineering Applications of Artificial Intelligence, vol. 89, p. 103432, 2020.

[23]       H. Pouresmaeil, E. Shivanian, E. Khorram, and H. S. Fathabadi, "An extended method using TOPSIS and VIKOR for multiple attribute decision making with multiple decision makers and single-valued neutrosophic numbers," Adv. Appl. Stat, vol. 50, pp. 261–292, 2017.


Cite this Article as :
Ossama H. Embarak , Fatima R. Aldarmaki , Maryam J. Almesmari, Towards Smart Education in IoT and IoB Environment using the Neutrosophic Approach, International Journal of Neutrosophic Science, Vol. 19 , No. 1 , (2022) : 82-98 (Doi   :  https://doi.org/10.54216/IJNS.190106)