The logical diversity of explanations in OWL ontologies
Samantha Bail, Bijan Parsia, Ulrike Sattler
Abstract
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Samantha Bail, Bijan Parsia, Ulrike Sattler
Abstract
Open-access reader
Given the high expressivity of the Web Ontology Language OWL 2, there is a potential for great diversity in the logical content of OWL ontologies. The fact that many naturally occurring entailments of such ontologies have multiple justifications indicates that ontologies often overdetermine their consequences, suggesting a diversity in supporting reasons. On closer inspection, however, we often find that justifications---even for multiple entailments---appear to be structurally similar, suggesting that their multiplicity might be due to diverse material, not formal grounds for an entailment.
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Given the high expressivity of the Web Ontology Language OWL 2, there is a potential for great diversity in the logical content of OWL ontologies. The fact that many naturally occurring entailments of such ontologies have multiple justifications indicates that ontologies often overdetermine their consequences, suggesting a diversity in supporting reasons. On closer inspection, however, we often find that justifications---even for multiple entailments---appear to be structurally similar, suggesting that their multiplicity might be due to diverse material, not formal grounds for an entailment.
Key concepts: Web Ontology Language, Logical consequence, Computer science, Ontology, Ontology language, Semantic Web, Diversity (politics), Description logic