Using Student Logs to Build Bayesian Models of Student Knowledge and Skills.
Huy NguyenChun Wai LiewPublished in: EDM (2018)
Keyphrases
- student knowledge
- bayesian models
- intelligent tutoring systems
- student responses
- bayesian model
- procedural knowledge
- bayesian inference
- bayesian classifier
- learning strategies
- statistical models
- conceptual change
- neural network model
- prior probabilities
- variational inference
- prior knowledge
- conceptual understanding
- bayesian methods
- artificial intelligence
- student model
- human cognition
- concept maps
- probabilistic model
- decision trees
- tutoring system
- bayesian framework
- bayesian networks
- neural network