Reasoning in the Description Logic BEL Using Bayesian Networks.
Ismail Ilkan CeylanRafael PeñalozaPublished in: AAAI Workshop: Statistical Relational Artificial Intelligence (2014)
Keyphrases
- description logics
- bayesian networks
- reasoning tasks
- expressive description logics
- reasoning problems
- reasoning systems
- probabilistic knowledge
- reasoning mechanism
- reasoning services
- knowledge representation systems
- computational properties
- knowledge representation and reasoning
- knowledge base
- knowledge representation
- computing least common subsumers
- knowledge representation formalisms
- ontology reasoning
- semantic web ontologies
- number restrictions
- owl dl
- mathcal shiq
- probabilistic reasoning
- automated reasoning
- exptime complete
- ontology languages
- conditional independence
- web ontology language
- semantic web
- description logic programs
- dl lite
- biomedical ontologies
- formal ontologies
- model theoretic
- knowledge representation languages
- logical implication
- concept descriptions
- dl programs
- expert systems
- reasoning process
- transitive closure of roles
- artificial intelligence