Monotonicity in Bayesian Networks for Computerized Adaptive Testing.
Martin PlajnerJirí VomlelPublished in: ECSQARU (2017)
Keyphrases
- computerized adaptive testing
- bayesian networks
- learning environment
- conditional probabilities
- learning bayesian networks
- structure learning
- conditional independence
- inference in bayesian networks
- graphical models
- probabilistic reasoning
- probabilistic model
- incomplete data
- approximate inference
- bayesian network learning
- bayesian network inference
- bayesian network classifiers
- probability distribution
- probabilistic inference
- expert knowledge
- random variables
- bayesian network structure
- neural network
- database
- causal relationships
- parameter learning
- bayesian belief networks
- naive bayes
- social networks
- variable elimination
- search engine
- machine learning
- multiply sectioned bayesian networks