Intensional FOL for reasoning about probabilities and probabilistic logic programming.
Zoran MajkicBhanu PrasadPublished in: Int. J. Intell. Inf. Database Syst. (2018)
Keyphrases
- logic programming
- probabilistic knowledge
- knowledge representation
- logic programs
- probabilistic logic programs
- probabilistic reasoning
- probability theory
- defeasible argumentation
- logic programming language
- inference rules
- answer set programming
- nonmonotonic reasoning
- knowledge base
- conditional probabilities
- belief networks
- computational logic
- answer sets
- deductive databases
- horn clauses
- constraint logic programming
- default logic
- programming language
- first order logic
- inductive logic programming
- probabilistic model
- probability distribution
- machine learning
- stable models
- knowledge representation and reasoning
- probabilistic logic
- reasoning about actions
- function symbols
- query evaluation
- classical first order logic
- representation language
- propositional logic
- formal semantics
- bayesian networks
- background knowledge