Persuasive Contrastive Explanations for Bayesian Networks.

Tara Koopman Silja Renooij

Published in: ECSQARU (2021)

Keyphrases

bayesian networks
probabilistic reasoning
structure learning
graphical models
learning bayesian networks
conditional probabilities
conditional independence
inference in bayesian networks

bayesian network structure
generating explanations
bayesian network learning
hidden variables
probabilistic inference
probability distribution
random variables
parameter learning

probabilistic model
expert knowledge
naive bayes
influence diagrams
bayesian network inference
bayesian network classifiers
junction tree

student modeling
explanatory power
bayesian network structures
bayesian network models
card game
machine learning
data sets