On the Relationship between Logical Bayesian Networks and Probabilistic Logic Programming Based on the Distribution Semantics.
Daan FierensPublished in: ILP (2009)
Keyphrases
- logic programming
- probabilistic knowledge
- bayesian networks
- probabilistic reasoning
- logic programs
- bayesian logic programs
- probabilistic logic
- logic programming language
- deductive databases
- answer set programming
- knowledge base
- knowledge representation
- nonmonotonic reasoning
- knowledge representation language
- reasoning tasks
- programming language
- probability distribution
- stable models
- model theoretic
- probabilistic model
- answer sets
- declarative semantics
- probabilistic relational
- classical logic
- conditional probabilities
- default logic
- disjunctive logic programming
- constraint logic programming
- default reasoning
- statistical relational learning
- inductive logic programming
- formal semantics
- propositional logic