Probabilistic Description Logics for Subjective Uncertainty.
Víctor Gutiérrez-BasultoJean Christoph JungCarsten LutzLutz SchröderPublished in: J. Artif. Intell. Res. (2017)
Keyphrases
- description logics
- probabilistic knowledge
- uncertain data
- knowledge base
- computational properties
- reasoning problems
- reasoning tasks
- probability theory
- semantic web
- dl lite
- conditional probabilities
- reasoning systems
- knowledge representation
- concept descriptions
- description logic programs
- computing least common subsumers
- knowledge representation and reasoning
- model theoretic
- decision theory
- terminological knowledge
- knowledge representation formalisms
- bayesian networks
- knowledge representation languages
- reasoning services
- owl dl
- ontology languages
- fuzzy description logics
- probabilistic databases
- number restrictions
- data management
- expert systems