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Communication Dans Un Congrès Année : 2008

Semantic relatedness measure using object properties in an ontology

Laurent Mazuel
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Nicolas Sabouret

Résumé

This paper presents a new semantic relatedness measure on ontologies which considers especially the object properties between the concepts. Our approach relies on two hypotheses. Firstly, using only concept hierarchy and object properties, only a few paths can be considered as “semantically corrects” and these paths obey to a given set of rules. Secondly, following a given edge in a path has a cost (represented as a weight), which depends on its type (is-a, part-of, etc.), its context in the ontology and its position in this path. We propose an evaluation of our measure on the lexical base WordNet using part-of relation with two different benchmarks. We show that, in this context, our measure outperforms the classical semantic measures.

Dates et versions

hal-01303916 , version 1 (18-04-2016)

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Citer

Laurent Mazuel, Nicolas Sabouret. Semantic relatedness measure using object properties in an ontology. 7th International Semantic Web Conference, Oct 2008, Karlsruhe, Germany. pp.681-694, ⟨10.1007/978-3-540-88564-1_43⟩. ⟨hal-01303916⟩
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