Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations.
Sein MinnJill-Jênn VieKoh TakeuchiHisashi KashimaFeida ZhuPublished in: CoRR (2021)
Keyphrases
- student modeling
- causal relations
- cognitive maps
- student model
- intelligent tutoring
- intelligent tutoring systems
- domain knowledge
- knowledge acquisition
- concept maps
- cognitive map
- educational games
- knowledge base
- prior knowledge
- knowledge management
- causal models
- computer programs
- multimedia
- causal effects
- bayesian networks
- computer programming
- causal relationships
- domain experts