Learning Performance Prediction with Imbalanced Virtual Learning Environment Students' Interactions Data.
Hsing-Chung ChenEko Prasetyo PrayitnoSri Suning KusumawardaniShian-Shyong TsengTzu-Liang KungKuei-Yuan WangPublished in: IMIS (2021)
Keyphrases
- virtual learning environments
- data sets
- learning process
- training data
- learning experience
- learning materials
- reinforcement learning
- high school students
- undergraduate students
- blended learning
- student learning
- elementary school
- teaching methods
- web based learning
- learning design
- concept maps
- learning analytics
- high school
- mobile learning
- learning styles
- virtual world
- virtual environment
- active learning
- learning algorithm
- data mining