Proceedings of the 5th International Workshop on Probabilistic Logic Programming, PLP 2018, co-located with the 28th International Conference on Inductive Logic Programming (ILP 2018), Ferrara, Italy, September 1, 2018.
Published in: PLP@ILP (2018)
Keyphrases
- inductive logic programming
- logic programming
- logic programs
- relational learning
- probabilistic reasoning
- statistical relational learning
- answer set programming
- computational logic
- relational data mining
- background knowledge
- knowledge representation
- deductive databases
- ilp systems
- nonmonotonic reasoning
- probabilistic model
- relational domains
- multi relational data mining
- predicate invention
- default logic
- horn clauses
- classical logic
- knowledge base
- probabilistic logic
- programming language
- artificial intelligence
- stochastic logic programs
- multi relational
- representation language
- markov networks
- bayesian networks
- probabilistic inductive logic programming
- reasoning about actions
- belief networks
- first order logic
- description logics
- general purpose