The Bayesian Ontology reasoner is BORN!

İsmail İlkan Ceylanİsmail İlkan Ceylan, Julian Mendez, Rafael PeñalozaJulian Mendez, Rafael Peñaloza

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İsmail İlkan Ceylan, Julian Mendez, Rafael Peñaloza
The Bayesian Ontology reasoner is BORN!
In Michel Dumontier, Birte Glimm, Rafael Gonçalves, Matthew Horridge, Ernesto Jiménez-Ruiz, Nicolas Matentzoglu, Bijan Parsia, Giorgos Stamou, Giorgos Stoilos, eds., Proceedings of the 4th International Workshop on OWL Reasoner Evaluation (ORE 2015), volume 1387, 8-14, 2015. CEUR Workshop Proceedings

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KurzfassungAbstract
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.
Forschungsgruppe:Research Group: AutomatentheorieAutomata Theory

@inproceedings{CJ2015,
  author    = {{\.{I}}smail {\.{I}}lkan Ceylan and Julian Mendez, Rafael
               Pe{\~{n}}aloza},
  title     = {The Bayesian Ontology reasoner is {BORN!}},
  editor    = {Michel Dumontier and Birte Glimm and Rafael Gon{\c{c}}alves and
               Matthew Horridge and Ernesto Jim{\'{e}}nez-Ruiz and Nicolas
               Matentzoglu and Bijan Parsia and Giorgos Stamou and Giorgos
               Stoilos},
  booktitle = {Proceedings of the 4th International Workshop on {OWL} Reasoner
               Evaluation (ORE 2015)},
  volume    = {1387},
  publisher = {CEUR Workshop Proceedings},
  year      = {2015},
  pages     = {8-14}
}