Decomposed Utility Functions and Graphical Models for Reasoning about Preferences.
Ronen I. BrafmanYagil EngelPublished in: AAAI (2010)
Keyphrases
- graphical models
- utility function
- preference elicitation
- multi attribute
- multiattribute utility
- generalized additive
- qualitative preferences
- belief propagation
- random variables
- probabilistic inference
- probabilistic model
- approximate inference
- probabilistic graphical models
- decision makers
- decision problems
- decision theory
- bayesian networks
- minimax regret
- expected utility
- utility theory
- structure learning
- probability distribution
- preference relations
- conditional independence
- belief networks
- envy free
- markov networks
- preference ordering
- conditional random fields
- neural network
- intelligent search
- soft constraints
- multiple agents
- influence diagrams
- graph cuts
- generative model
- data mining