Identifying At-Risk Online Learners by Psychological Variables Using Machine Learning Techniques

The purpose of this study was to investigate a predictive model of online learners’ learning outcomes through machine learning. To create a model, we observed students’ motivation, learning tendencies, online learning-motivated attention, and supportive learning behaviors along with final test scor...

Full description

Bibliographic Details
Main Authors: Hsiang-yu Chien, Oi-Man Kwok, Yu-Chen Yeh, Noelle Wall Sweany, Eunkyeng Baek, William Alex McIntosh
Format: Article
Language:English
Published: Online Learning Consortium 2020-12-01
Series:Online Learning
Subjects:
Online Access:https://olj.onlinelearningconsortium.org/index.php/olj/article/view/2320