Monodic Fragments of Probabilistic First-Order Logic.
Jean Christoph JungCarsten LutzSergey GoncharovLutz SchröderPublished in: ICALP (2) (2014)
Keyphrases
- first order logic
- probabilistic reasoning
- expressive power
- propositional logic
- theorem proving
- knowledge representation
- markov logic networks
- inference rules
- probabilistic logic
- representation language
- transitive closure
- theorem prover
- inductive logic programming
- probabilistic graphical models
- relational algebra
- markov networks
- probabilistic model
- mazurkiewicz traces
- predicate logic
- generative model
- guarded fragment
- probability theory
- bayesian networks
- markov logic
- horn clauses
- logical rules
- temporal logic
- relational structures
- dl lite
- quantifier free