Inducing Probability Distributions from Knowledge Bases with (In)dependence Relations.
Jianbing MaWeiru LiuAnthony HunterPublished in: AAAI (2010)
Keyphrases
- probability distribution
- knowledge base
- description logics
- random variables
- knowledge acquisition
- database
- social networks
- bayesian networks
- semantic relations
- knowledge based systems
- background knowledge
- data mining
- reasoning process
- marginal distributions
- conditional probabilities
- knowledge representation
- expert systems
- knowledge sources
- conceptual graphs
- decision trees
- dependence structure
- knowledge representation systems