Automatic Detection of Students' Engagement During Online Learning: A Bagging Ensemble Deep Learning Approach.
Mayanda Mega SantoniT. BasaruddinKasiyah M. JunusOenardi LawantoPublished in: IEEE Access (2024)
Keyphrases
- automatic detection
- deep learning
- online learning
- online course
- ensemble methods
- ensemble learning
- distance education
- e learning
- base classifiers
- machine learning
- random forest
- learning environment
- student engagement
- mental models
- learning strategies
- ensemble selection
- ensemble members
- classifier ensemble
- computer mediated
- ensemble classifier
- unsupervised feature learning
- unsupervised learning
- training set
- learning experience
- active learning
- decision trees
- student learning
- weakly supervised
- feature selection
- learning algorithm
- collaborative learning
- multi class
- generative model
- feature set
- learning process