Learning probabilistic Description logic concepts: under different Assumptions on missing knowledge.
Pasquale MinerviniClaudia d'AmatoNicola FanizziPublished in: SAC (2012)
Keyphrases
- description logics
- knowledge base
- concept descriptions
- background knowledge
- knowledge representation
- knowledge acquisition
- expert systems
- inductive learning
- reasoning mechanism
- owl ontologies
- representation language
- knowledge structures
- concept maps
- domain knowledge
- bayesian networks
- refinement operators
- knowledge representation languages
- snomed ct
- knowledge sources
- machine learning
- positive examples
- reasoning process
- semantic web
- logic programming
- dl lite
- probabilistic knowledge
- semantic mapping
- logical implication
- ontology reasoning