Week-Wise Student Performance Early Prediction in Virtual Learning Environment Using a Deep Explainable Artificial Intelligence

Early prediction of students’ learning performance and analysis of student behavior in a virtual learning environment (VLE) are crucial to minimize the high failure rate in online courses during the COVID-19 pandemic. Nevertheless, traditional machine learning models fail to predict student performa...

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Bibliographic Details
Main Authors: Hsing-Chung Chen, Eko Prasetyo, Shian-Shyong Tseng, Karisma Trinanda Putra, Prayitno, Sri Suning Kusumawardani, Chien-Erh Weng
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/4/1885