Proceedings of the Workshop on Probabilistic Logic Programming 2017 co-located with 27th International Conference on Inductive Logic Programming (ILP 2017), Orléans, France, September 7, 2017.
Published in: PLP@ILP (2017)
Keyphrases
- inductive logic programming
- logic programming
- international conference
- logic programs
- relational learning
- statistical relational learning
- probabilistic reasoning
- relational data mining
- nonmonotonic reasoning
- computational logic
- deductive databases
- predicate invention
- knowledge representation
- knowledge base
- utility function
- computational intelligence
- ilp systems
- background knowledge
- probabilistic inductive logic programming
- probabilistic logic
- programming language
- probabilistic model
- stochastic context free grammars
- stochastic logic programs
- reasoning about actions
- representing knowledge
- probability theory
- representation language
- databases
- multi relational data mining
- structure learning
- default reasoning
- bayesian networks
- software engineering
- horn clauses
- natural language processing