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