Lifted Variable Elimination for Probabilistic Logic Programming.
Elena BellodiEvelina LammaFabrizio RiguzziVítor Santos CostaRiccardo ZesePublished in: Theory Pract. Log. Program. (2014)
Keyphrases
- logic programming
- variable elimination
- probabilistic inference
- logic programs
- bayesian networks
- belief networks
- logic programming language
- graphical models
- inference in bayesian networks
- knowledge representation
- conditional probabilities
- deductive databases
- probabilistic reasoning
- answer set programming
- knowledge base
- influence diagrams
- approximate inference
- programming language
- message passing
- answer sets
- exact inference
- stable models
- default logic
- inductive logic programming
- probabilistic graphical models
- decision making
- normal logic programs
- belief propagation
- expert systems