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Cognitive IoT-Based e-Learning System: Enabling Context-Aware Remote Schooling during the Pandemic

The 2019–2020 coronavirus pandemic had far-reaching consequences beyond the spread of the disease and efforts to cure it. Today, it is obvious that the pandemic devastated key sectors ranging from health to economy, culture, and education. As far as education is concerned, one direct result of the s...

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Autores principales: Zaguia, Atef, Ameyed, Darine, Haddar, MohamedAmime, Cheikhrouhou, Omar, Hamam, Habib
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8426063/
https://www.ncbi.nlm.nih.gov/pubmed/34512940
http://dx.doi.org/10.1155/2021/7358874
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author Zaguia, Atef
Ameyed, Darine
Haddar, MohamedAmime
Cheikhrouhou, Omar
Hamam, Habib
author_facet Zaguia, Atef
Ameyed, Darine
Haddar, MohamedAmime
Cheikhrouhou, Omar
Hamam, Habib
author_sort Zaguia, Atef
collection PubMed
description The 2019–2020 coronavirus pandemic had far-reaching consequences beyond the spread of the disease and efforts to cure it. Today, it is obvious that the pandemic devastated key sectors ranging from health to economy, culture, and education. As far as education is concerned, one direct result of the spread of the pandemic was the resort to suspending traditional in-person classroom courses and relying on remote learning and homeschooling instead, by exploiting e-learning technologies, but many challenges are faced by these technologies. Most of these challenges are centered around the efficiency of these delivery methods, interactivity, and knowledge testing. These issues raise the need to develop an advanced smart educational system that assists home-schooled students, provides teachers with a range of smart new tools, and enable a dynamic and interactive e-learning experience. Technologies like the Internet of things (IoT) and artificial intelligence (AI), including cognitive models and context-awareness, can be a driving force in the future of e-learning, opening many opportunities to overcome the limitation of the existing remote learning systems and provide an efficient reliable augmented learning experience. Furthermore, virtual reality (VR) and augmented reality (AR), introduced in education as a way for asynchronous learning, can be a second driving force of future synchronous learning. The teacher and students can see each other in a virtual class even if they are geographically spread in a city, a country, or the globe. The main goal of this work is to design and provide a model supporting intelligent teaching assisting and engaging e-learning activity. This paper presents a new model, ViRICTA, an intelligent system, proposing an end-to-end solution with a stack technology integrating the Internet of things and artificial intelligence. The designed system aims to enable a valuable learning experience, providing an efficient, interactive, and proactive context-aware learning smart services.
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spelling pubmed-84260632021-09-09 Cognitive IoT-Based e-Learning System: Enabling Context-Aware Remote Schooling during the Pandemic Zaguia, Atef Ameyed, Darine Haddar, MohamedAmime Cheikhrouhou, Omar Hamam, Habib J Healthc Eng Research Article The 2019–2020 coronavirus pandemic had far-reaching consequences beyond the spread of the disease and efforts to cure it. Today, it is obvious that the pandemic devastated key sectors ranging from health to economy, culture, and education. As far as education is concerned, one direct result of the spread of the pandemic was the resort to suspending traditional in-person classroom courses and relying on remote learning and homeschooling instead, by exploiting e-learning technologies, but many challenges are faced by these technologies. Most of these challenges are centered around the efficiency of these delivery methods, interactivity, and knowledge testing. These issues raise the need to develop an advanced smart educational system that assists home-schooled students, provides teachers with a range of smart new tools, and enable a dynamic and interactive e-learning experience. Technologies like the Internet of things (IoT) and artificial intelligence (AI), including cognitive models and context-awareness, can be a driving force in the future of e-learning, opening many opportunities to overcome the limitation of the existing remote learning systems and provide an efficient reliable augmented learning experience. Furthermore, virtual reality (VR) and augmented reality (AR), introduced in education as a way for asynchronous learning, can be a second driving force of future synchronous learning. The teacher and students can see each other in a virtual class even if they are geographically spread in a city, a country, or the globe. The main goal of this work is to design and provide a model supporting intelligent teaching assisting and engaging e-learning activity. This paper presents a new model, ViRICTA, an intelligent system, proposing an end-to-end solution with a stack technology integrating the Internet of things and artificial intelligence. The designed system aims to enable a valuable learning experience, providing an efficient, interactive, and proactive context-aware learning smart services. Hindawi 2021-08-31 /pmc/articles/PMC8426063/ /pubmed/34512940 http://dx.doi.org/10.1155/2021/7358874 Text en Copyright © 2021 Atef Zaguia et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Zaguia, Atef
Ameyed, Darine
Haddar, MohamedAmime
Cheikhrouhou, Omar
Hamam, Habib
Cognitive IoT-Based e-Learning System: Enabling Context-Aware Remote Schooling during the Pandemic
title Cognitive IoT-Based e-Learning System: Enabling Context-Aware Remote Schooling during the Pandemic
title_full Cognitive IoT-Based e-Learning System: Enabling Context-Aware Remote Schooling during the Pandemic
title_fullStr Cognitive IoT-Based e-Learning System: Enabling Context-Aware Remote Schooling during the Pandemic
title_full_unstemmed Cognitive IoT-Based e-Learning System: Enabling Context-Aware Remote Schooling during the Pandemic
title_short Cognitive IoT-Based e-Learning System: Enabling Context-Aware Remote Schooling during the Pandemic
title_sort cognitive iot-based e-learning system: enabling context-aware remote schooling during the pandemic
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8426063/
https://www.ncbi.nlm.nih.gov/pubmed/34512940
http://dx.doi.org/10.1155/2021/7358874
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