A survey of lifted inference approaches for probabilistic logic programming under the distribution semantics.
Fabrizio RiguzziElena BellodiRiccardo ZeseGiuseppe CotaEvelina LammaPublished in: Int. J. Approx. Reason. (2017)
Keyphrases
- logic programming
- logic programs
- probabilistic reasoning
- logic programming language
- knowledge representation language
- reasoning tasks
- answer set programming
- deductive databases
- knowledge base
- nonmonotonic reasoning
- stable models
- classical logic
- probabilistic knowledge
- programming language
- answer sets
- knowledge representation
- constraint logic programming
- computational logic
- declarative semantics
- knowledge representation and reasoning
- bayesian networks
- extended logic programs
- artificial intelligence
- disjunctive logic programming
- default logic
- inductive logic programming
- hybrid probabilistic logic programs
- linear logic
- probabilistic logic
- stable model semantics
- reasoning about actions
- fixpoint
- background knowledge
- relational databases
- probabilistic logic programs
- high level