nach oben

Erschienen in:

2024 | OriginalPaper | Buchkapitel

Smart Education in the IoT: Issues, Architecture, and Challenges

verfasst von : Ahmed Srhir, Tomader Mazri, Mohammed Benbrahim

Erschienen in: Innovations in Smart Cities Applications Volume 7

Verlag: Springer Nature Switzerland

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config

KI-gestützte Suche

Aus

Abstract

The integration of information and communication technologies (ICT) and the continual introduction of novel technologies into institutional learning have led to the emergence of smart education as a prevalent characteristic in the field of education. The Internet of Things (IoT) is a novel technological paradigm that involves the interconnection of objects that are outfitted with sensors, actuators, and processors, enabling them to communicate with one another and perform a purposeful function. The development of IoT applications poses a significant challenge; however, the implementation of a reference architecture can offer a viable solution for efficient design processes in the realm of smart education. This manuscript describes the evolution of intelligent education in the Internet of Things through the implementation of diverse methodologies. Additionally, it introduces a comprehensive approach that addresses the prerequisites and frameworks necessary for the realization of intelligent education, and it outlines the advantages and benefits that smart education may provide, as well as the challenges that it encounters.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Vorheriges Kapitel Using Machine Learning to Enhance Personality Prediction in Education

Nächstes Kapitel Enhancing Book Recommendations on GoodReads: A Data Mining Approach Based Random Forest Classification

Kelly, S.D.T., Suryadevara, N.K., Mukhopadhyay, S.C.: Towards the implementation of IoT for environmental condition monitoring in homes. IEEE Sens. J. 13(10), 3846–3853 (2013). https://doi.org/10.1109/JSEN.2013.2263379CrossRef

Jia, M., Komeily, A., Wang, Y., Srinivasan, R.S.: Adopting internet of things for the development of smart buildings: a review of enabling technologies and applications. Autom. Constr. 101, 111–126 (2019). https://doi.org/10.1016/j.autcon.2019.01.023CrossRef

Zhu, Q., Farooq, M.J.: Resource Management for On‐Demand Mission‐Critical Internet of Things Applications. 1st edn., Wiley, Hoboken (2021). https://doi.org/10.1002/9781119716112

Terzieva, V., Ilchev, S., Todorova, K.: The role of internet of things in smart education. IFAC-PapersOnLine 55(11), 108–113 (2022). https://doi.org/10.1016/j.ifacol.2022.08.057CrossRef

AjazMoharkan, Z., Choudhury, T., Gupta, S.C., Raj, G.: Internet of things and its applications in E-learning. In: 2017 3rd International Conference on Computational Intelligence & Communication Technology (CICT), Ghaziabad, India, pp. 1–5. IEEE (2017). https://doi.org/10.1109/CIACT.2017.7977333

Aldowah, H., Ul Rehman, S., Ghazal, S., Naufal Umar, I.: Internet of things in higher education: a study on future learning. J. Phys.: Conf. Ser. 892, 012017 (2017). https://doi.org/10.1088/1742-6596/892/1/012017

Elyamany, H.F., AlKhairi, A.H.: IoT-academia architecture: a profound approach. In: 2015 IEEE/ACIS 16th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), Takamatsu, pp. 1–5. IEEE (2015). https://doi.org/10.1109/SNPD.2015.7176275

Al Rawashdeh, A.Z., Mohammed, E.Y., Al Arab, A.R., Alara, M., Al-Rawashdeh, B., Al-Rawashdeh, B.: Advantages and disadvantages of using e-learning in university education: analyzing students’ perspectives. EJEL 19(3), 107–117 (2021). https://doi.org/10.34190/ejel.19.3.2168

Elbasani, E., Siriporn, P., Choi, J.S.: A survey on RFID in Industry 4.0. In: Kanagachidambaresan, G.R., Anand, R., Balasubramanian, E., Mahima, V. (eds.) Internet of Things for Industry 4.0. EICC, pp. 1–16. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-32530-5_1CrossRef

10.

Durak, G., Ozkeskin, E.E., Ataizi, M.: QR codes in education and communication. Turk. Online J. Distance Educ. 17 (2016). https://doi.org/10.17718/tojde.89156

11.

Jiang, Y., Zhang, L., Ma, Q.: A study on the components of a smart education system. In: Proceedings of the 7th International Conference on Distance Education and Learning, Beijing China, pp. 35–40. ACM (2022). https://doi.org/10.1145/3543321.3543327

12.

Tian, F., Zheng, Q., Gong, Z., Du, J., Li, R.: Personalized learning strategies in an intelligent e-learning environment. In: 2007 11th International Conference on Computer Supported Cooperative Work in Design, Melbourne, Australia, pp. 973–978. IEEE (2007). https://doi.org/10.1109/CSCWD.2007.4281570

13.

Zhu, Z.-T., Yu, M.-H., Riezebos, P.: A research framework of smart education. Smart Learn. Environ. 3(1), 4 (2016). https://doi.org/10.1186/s40561-016-0026-2CrossRef

14.

Malatji, E.M.: The development of a smart campus - African universities point of view. In: 2017 8th International Renewable Energy Congress (IREC), Amman, Jordan, pp. 1–5. IEEE (2017). https://doi.org/10.1109/IREC.2017.7926010

15.

Charanya, R., Kesavan, M.: Analysis of factors influencing the virtual learning environment in a Sri Lankan Higher Studies Institution. In: 2019 International Research Conference on Smart Computing and Systems Engineering (SCSE), Colombo, Sri Lanka, pp. 240–244. IEEE (2019). https://doi.org/10.23919/SCSE.2019.8842719

16.

Matthew, U., Kazaure, J., Okafor, N.: Contemporary development in e-learning education, cloud computing technology & internet of things. EAI Endorsed Trans. Cloud Syst. 169173 (2018). https://doi.org/10.4108/eai.31-3-2021.169173

17.

Demir, K.A.: Smart education framework. Smart Learn. Environ. 8(1), 1–36 (2021). https://doi.org/10.1186/s40561-021-00170-xCrossRef

18.

Singh, H., Miah, S.J.: Smart education literature: a theoretical analysis. Educ. Inf. Technol. 25(4), 3299–3328 (2020). https://doi.org/10.1007/s10639-020-10116-4CrossRef

19.

Kim, T., Cho, J.Y., Lee, B.G.: Evolution to smart learning in public education: a case study of Korean Public Education. In: Ley, T., Ruohonen, M., Laanpere, M., Tatnall, A. (eds.) OST 2012. IAICT, vol. 395, pp. 170–178. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-37285-8_18CrossRef

20.

Uskov, V.L., et al.: Building smart learning analytics system for smart university. In: Uskov, V.L., Howlett, R.J., Jain, L.C. (eds.) SEEL 2017. SIST, vol. 75, pp. 191–204. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-59451-4_19CrossRef

21.

Leal, J.P., Queirós, R.: Integrating the LMS in service oriented eLearning systems. Int. J. Knowl. Soc. Res. 2(2), 1–12 (2011). https://doi.org/10.4018/jksr.2011040101CrossRef

22.

Kaur, A., Bhatia, M., Stea, G.: A Survey of Smart Classroom Literature. Educ. Sci. 12(2), 86 (2022). https://doi.org/10.3390/educsci12020086CrossRef

Titel: Smart Education in the IoT: Issues, Architecture, and Challenges
verfasst von: Ahmed Srhir
Tomader Mazri
Mohammed Benbrahim
Verlag: Springer Nature Switzerland
Buch: Innovations in Smart Cities Applications Volume 7
Print ISBN: 978-3-031-54375-3

Electronic ISBN: 978-3-031-54376-0

Copyright-Jahr: 2024
DOI: https://doi.org/10.1007/978-3-031-54376-0_35

Springer Professional

Abstract

Bitte loggen Sie sich ein, um Zugang zu Ihrer Lizenz zu erhalten.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"

Premium Partner