Estimating Problem Value in an Intelligent Tutoring System Using Bayesian Networks.
Michael MayoAntonija MitrovicPublished in: Australian Joint Conference on Artificial Intelligence (1999)
Keyphrases
- bayesian networks
- learning bayesian networks
- tutoring system
- inference in bayesian networks
- data mining
- probabilistic modeling
- probabilistic model
- probability distribution
- graphical models
- rigid body
- conditional probabilities
- real time
- bayesian network inference
- diagnostic reasoning
- expert knowledge
- intelligent tutoring systems
- genetic algorithm
- data sets
- probabilistic inference
- student model
- conditional independence
- accurate estimation
- bayesian belief networks
- bayesian network classifiers
- search space
- neural network
- probabilistic classifiers
- database
- intelligent tutors
- multiply sectioned bayesian networks