DL-FOIL Concept Learning in Description Logics.
Nicola FanizziClaudia d'AmatoFloriana EspositoPublished in: ILP (2008)
Keyphrases
- concept learning
- description logics
- inductive logic programming
- relational learning
- background knowledge
- knowledge base
- rule learning
- dl lite
- reasoning tasks
- computational properties
- exptime complete
- owl dl
- knowledge representation
- logic programs
- reasoning systems
- expressive description logics
- machine learning
- inductive learning
- ontology languages
- computing least common subsumers
- constructive induction
- logic programming
- knowledge representation and reasoning
- first order logic
- concept descriptions
- semantic web
- ilp systems
- knowledge representation formalisms
- owl ontologies
- reasoning problems
- fuzzy description logics
- number restrictions
- software engineering