Visual analytics of potential dropout behavior patterns in online learning based on counterfactual explanation.
Huijie ZhangJialu DongCheng LvYiming LinJinghan BaiPublished in: J. Vis. (2023)
Keyphrases
- online learning
- behavior patterns
- visual analytics
- visual analysis
- higher education
- data analysis
- knowledge discovery
- behavior analysis
- interactive visualization
- behavioral patterns
- learning analytics
- e learning
- criminal networks
- distance learning
- causal reasoning
- databases
- visual interfaces
- machine learning
- data visualization
- distance education
- active learning