A First-Order Logic of Probability and Only Knowing in Unbounded Domains.
Vaishak BelleGerhard LakemeyerHector J. LevesquePublished in: AAAI (2016)
Keyphrases
- first order logic
- expressive power
- inference rules
- theorem proving
- propositional logic
- knowledge representation
- probabilistic reasoning
- representation language
- transitive closure
- inductive logic programming
- markov networks
- relational algebra
- horn clauses
- probabilistic graphical models
- markov logic networks
- relational structures
- predicate calculus
- probability distribution
- theorem prover
- probability theory
- relational domains
- constraint databases
- relational databases
- quantifier elimination
- markov logic
- conditional probabilities
- xml documents