Abstract

In this article, we have proposed an extension of OWL2 meta-model for representing the fundamental elements of probabilistic ontologies (POs). This meta-model, called Probabilistic Ontology Definition Meta-model (PODM), provides support for defining probabilistic ontologies. In addition, we have enriched PODM (by using Object Constraint Language) with a list of constraints specifying invariants that have to be fulfilled by all models that instantiate this meta-model. These constraints allow eliminating ambiguities and inconsistencies that exist in this model.

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