A Bayes Net Toolkit for Student Modeling in Intelligent Tutoring Systems.
Kai-min ChangJoseph E. BeckJack MostowAlbert T. CorbettPublished in: Intelligent Tutoring Systems (2006)
Keyphrases
- student modeling
- bayes net
- intelligent tutoring systems
- efficient learning
- student model
- intelligent tutoring
- functional dependencies
- knowledge representation
- probabilistic inference
- inductive logic programming
- rule learning
- inductive inference
- statistical relational learning
- causal reasoning
- structure learning
- conditional independence
- authoring tool
- tutoring system
- bayesian networks
- graphical models
- markov logic networks
- databases
- background knowledge
- relational databases
- machine learning
- knowledge engineering
- affective states
- database design
- knowledge base