Timely dropout prediction with learner behavior data

• Main Author: Liu, Kai
• Other Authors: Andy Khong W H
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering::Computer hardware, software and systems; Engineering::Computer science and engineering::Information systems::Information storage and retrieval
• Online Access: https://hdl.handle.net/10356/155739
• Institution: Nanyang Technological University

This thesis addresses challenges associated with learner behavioral data. Specifically, this thesis addresses accuracy and timeliness for early prediction of dropouts. Challenges of analyzing learner behavioral data include (1) variations of learner behavior that may lead to poor prediction performa...