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Artificial Intelligence Applications with e-Learning System for China's Higher Education Platform.

Authors :
Fu, Xiaoran
Lokesh Krishna, K.
Sabitha, R.
Source :
Journal of Interconnection Networks. 2022Supplement, Vol. 22, p1-19. 19p.
Publication Year :
2022

Abstract

Artificial Intelligence (AI) assisted educational institutions extensively utilize electronic learning context to guarantee improved teaching and learning experiences accompanied by educational activities. E-learning or online learning plays a significant role in Chinese higher education. There is a challenge to implement e-learning in China's higher education to improve course resources, student learning style prediction, teaching quality, and service support. Hence in this paper, Artificial Intelligence based Efficient E-learning Framework (AI-EELF) has been proposed to overcome the challenges faced by China's higher education while implementing e-learning modules. The collected student data can be efficiently utilized and exploited to progress in an adaptive learning environment. The proposed AI-EELF method introduces multiple learning models to enhance teaching quality and predict the student learning style. The experimental results show that the proposed AI-EELF achieves high performance, prediction ratio in determining students' learning style and improves teaching quality compared to other existing methods. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02192659
Volume :
22
Database :
Academic Search Index
Journal :
Journal of Interconnection Networks
Publication Type :
Academic Journal
Accession number :
159652128
Full Text :
https://doi.org/10.1142/S0219265921430167