Graph-based Massive Open Online Course (MOOC) Dropout Prediction using Clickstream Data in Virtual Learning Environment.
Izumi NittaRyo IshizakiMasafumi ShinguSatoshi NakashimaKoji MaruhashiArseny TolmachevMasaru TodorikiPublished in: ICCSE (2021)
Keyphrases
- online course
- virtual learning environments
- learning materials
- learning styles
- clickstream data
- online learning
- learning content
- learning experience
- learning strategies
- distance learning
- statistically significant
- blended learning
- computer mediated
- e learning
- virtual environment
- virtual world
- learning systems
- user centric
- learning environment
- synthetic characters
- learning resources
- lifelong learning
- learning process
- teaching methods
- m learning
- website
- computer supported collaborative learning
- learning management systems
- data preprocessing
- data mining