Probabilistic Logic Programming and Bayesian Networks.

Liem Ngo Peter Haddawy

Published 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