Probabilistic logic programming for hybrid relational domains.
Davide NittiTinne De LaetLuc De RaedtPublished in: Mach. Learn. (2016)
Keyphrases
- logic programming
- relational domains
- inductive logic programming
- representing knowledge
- logic programs
- probabilistic reasoning
- statistical relational learning
- relational data
- concept learning
- answer set programming
- markov logic networks
- probabilistic logic
- multi relational
- knowledge representation
- relational learning
- nonmonotonic reasoning
- deductive databases
- knowledge base
- default logic
- transfer learning
- answer sets
- database
- relational structures
- programming language
- first order logic
- relational models
- horn clauses
- graphical models
- stable models
- learning algorithm
- databases
- general purpose
- constraint satisfaction problems