Probabilistic Logic Programming and Bayesian Networks.
Liem NgoPeter HaddawyPublished in: ASIAN (1995)
Keyphrases
- logic programming
- bayesian networks
- probabilistic knowledge
- probabilistic reasoning
- bayesian logic programs
- probabilistic relational
- logic programs
- probabilistic logic
- answer set programming
- probabilistic model
- knowledge representation
- deductive databases
- knowledge base
- nonmonotonic reasoning
- logic programming language
- programming language
- answer sets
- conditional probabilities
- conditional independence
- classical logic
- probability distribution
- default logic
- probabilistic inference
- reasoning about actions
- inductive logic programming
- graphical models
- constraint logic programming
- propositional variables
- default reasoning
- probability theory
- propositional logic
- structure learning
- computational logic
- procedural semantics
- probabilistic logic programs