Simplifying Probability Elicitation and Uncertainty Modeling in Bayesian Networks.
Patrick R. PaulsonThomas E. CarrollChitra SivaramanPeter NeorrStephen D. UnwinShamina HossainPublished in: MAICS (2011)
Keyphrases
- bayesian networks
- conditional probabilities
- probability distribution
- handling uncertainty
- probabilistic modeling
- probability theory
- uncertain knowledge
- posterior probability
- probabilistic inference
- probabilistic reasoning
- reasoning under uncertainty
- dynamic bayesian networks
- incomplete information
- graphical models
- software engineering
- knowledge base
- utility function
- student modeling
- probabilistic knowledge
- probability measures
- inference in bayesian networks
- decision trees