A Formal Characterization of Concept Learning in Description Logics.
Francesca A. LisiPublished in: Description Logics (2012)
Keyphrases
- concept learning
- description logics
- model theoretic
- formal ontologies
- knowledge representation languages
- knowledge base
- highly expressive
- knowledge representation
- concept descriptions
- inductive logic programming
- reasoning tasks
- inductive learning
- computational properties
- dl lite
- computing least common subsumers
- knowledge representation formalisms
- ontology languages
- negative examples
- reasoning problems
- constructive induction
- feature construction
- semantic web
- reasoning services
- fuzzy description logics
- computational complexity
- data mining
- owl dl
- deductive databases
- data model