Mining and Assessing Anomalies in Students' Online Learning Activities with Self-supervised Machine Learning.
Lan JiangNigel BoschPublished in: EDM (2022)
Keyphrases
- learning activities
- machine learning
- online collaborative
- online learning environments
- learning environment
- learning processes
- mobile learning
- discussion forums
- learning process
- mobile devices
- learning objects
- learning scenarios
- e learning
- learning objectives
- data mining
- learning platform
- learning design
- online learning
- online learning environment
- inquiry learning
- collaborative activities
- learning content
- learning systems
- distributed learning environments
- learning algorithm
- reinforcement learning
- online environment
- distance education
- english learning
- classroom environment
- learning experience
- cognitive skills
- learning companion
- learning outcomes
- student learning
- learning goals
- instructional strategies
- inquiry based learning
- web based learning systems