Academic achievement inspired machine learning methods for student grade prediction and at-risk detection

• Main Author: Wei, Qiu
• Other Authors: Andy Khong W H
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Grade prediction; At-risk detection; LSTM; Academic achievement
• Online Access: https://hdl.handle.net/10356/175913
• Institution: Nanyang Technological University

Grade prediction is one of the several sub-disciplines among learning analytics transcends and has received increasing attention in recent years and remains one of the most challenging tasks. Grade prediction plays a central role in the development of data-informed approaches for at-risk student det...