Dynamic Bayesian Networks for Student Modeling.
Tanja KäserSeverin KlinglerAlexander G. SchwingMarkus H. GrossPublished in: IEEE Trans. Learn. Technol. (2017)
Keyphrases
- dynamic bayesian networks
- student modeling
- bayesian networks
- student model
- intelligent tutoring
- intelligent tutoring systems
- structure learning
- particle filtering
- educational games
- approximate inference
- probabilistic model
- graphical models
- state variables
- probabilistic inference
- probability distribution
- concept maps
- conditional independence
- random variables
- mixed initiative
- kalman filter
- solving problems
- graph cuts
- machine learning