Concept Induction in Description Logics Using Information-Theoretic Heuristics.
Nicola FanizziPublished in: Int. J. Semantic Web Inf. Syst. (2011)
Keyphrases
- information theoretic
- description logics
- concept descriptions
- number restrictions
- mutual information
- information theory
- inductive learning
- reasoning tasks
- knowledge base
- information bottleneck
- computational properties
- transitive closure of roles
- information theoretic measures
- ontology languages
- knowledge representation
- constructive induction
- formal ontologies
- concept learning
- semantic web
- dl lite
- knowledge representation languages
- reasoning problems
- computing least common subsumers
- knowledge representation formalisms
- induction algorithms
- fuzzy description logics
- owl dl
- reasoning services
- gene ontology
- data complexity
- similarity measure
- computer vision
- machine learning