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Application of Educational Data Mining Approach for Student Academic Performance Prediction Using Progressive Temporal Data

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Trakunphutthirak, Ruangsak; Lee, Vincent C. S. – Journal of Educational Computing Research, 2022

Educators in higher education institutes often use statistical results obtained from their online Learning Management System (LMS) dataset, which has limitations, to evaluate student academic performance. This study differs from the current body of literature by including an additional dataset that advances the knowledge about factors affecting…

Descriptors: Information Retrieval, Pattern Recognition, Data Analysis, Information Technology