Ontology-based generation of Object Oriented Bayesian Networks

@inproceedings{Ishak2011OntologybasedGO,
  title={Ontology-based generation of Object Oriented Bayesian Networks},
  author={Mouna Ben Ishak},
  year={2011}
}
Probabilistic Graphical Models (PGMs) are powerful tools for representing and reasoning under uncertainty. Although useful in several domains, PGMs suffer from their building phase known to be mostly an NP-hard problem which can limit in some extent their application, especially in real world applications. Ontologies, from their side, provide a body of structured knowledge characterized by its semantic richness. This paper proposes to harness ontologies representation capabilities in order to… CONTINUE READING
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