Bayesian ontology languages are a family of probabilistic ontology languages that allow to encode probabilistic information over the axioms of an ontology with the help of a Bayesian network. The Bayesian ontology language BEL is an extension of the lightweight Description Logic (DL) EL within the above-mentioned framework. We present the system BORN that implements the probabilistic subsumption problem for BEL.
Ceylan, I., Mendez, J., Peñaloza, R. (2015). The Bayesian ontology reasoner is born!. In Proceedings of the 4th International Workshop on OWL Reasoner Evaluation (ORE-2015), co-located with the 28th International Workshop on Description Logics (DL 2015); Athens, Greece, June 6, 2015 (pp.8-14). CEUR-WS.
The Bayesian ontology reasoner is born!
Peñaloza, R
2015
Abstract
Bayesian ontology languages are a family of probabilistic ontology languages that allow to encode probabilistic information over the axioms of an ontology with the help of a Bayesian network. The Bayesian ontology language BEL is an extension of the lightweight Description Logic (DL) EL within the above-mentioned framework. We present the system BORN that implements the probabilistic subsumption problem for BEL.
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