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

Xiaoran Fu, K. Lokesh Krishna, R. Sabitha

2021Journal of Interconnection Networks26 citationsDOI

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.

Topics & Concepts

Computer scienceArtificial intelligenceContext (archaeology)Educational technologyQuality (philosophy)Adaptive learningSynchronous learningTeaching and learning centerOpen learningLearning stylesHigher educationStyle (visual arts)Machine learningCooperative learningTeaching methodMathematics educationPsychologyArchaeologyBiologyPaleontologyHistoryPolitical scienceEpistemologyLawPhilosophyOnline Learning and AnalyticsE-Learning and Knowledge ManagementEducational Technology and Pedagogy
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