Both domain ontologies and Formal Concept Analysis (FCA) aim at modeling concepts, although with dierent purposes. In the literature, a promising research area concerns the role of FCA in ontology engineering, in particular, in supporting the critical task of reusing independently developed domain ontologies. With this regard, the possibility of evaluating concept similarity is acquiring an increasing relevance, since it allows the identication of dierent concepts that are semantically close. In this paper, an ontology-based method for as- sessing similarity between FCA concepts is proposed. Such a method is intended to support the ontology engineer in diffcult activities that are becoming fundamental in the development of the Semantic Web, such us ontology merging and ontology mapping and, in particular, it can be used in parallel to existing semi-automatic tools relying on FCA.

Ontology-based concept similarity in Formal Concept Analysis

Formica A
2006

Abstract

Both domain ontologies and Formal Concept Analysis (FCA) aim at modeling concepts, although with dierent purposes. In the literature, a promising research area concerns the role of FCA in ontology engineering, in particular, in supporting the critical task of reusing independently developed domain ontologies. With this regard, the possibility of evaluating concept similarity is acquiring an increasing relevance, since it allows the identication of dierent concepts that are semantically close. In this paper, an ontology-based method for as- sessing similarity between FCA concepts is proposed. Such a method is intended to support the ontology engineer in diffcult activities that are becoming fundamental in the development of the Semantic Web, such us ontology merging and ontology mapping and, in particular, it can be used in parallel to existing semi-automatic tools relying on FCA.
2006
Istituto di Analisi dei Sistemi ed Informatica ''Antonio Ruberti'' - IASI
Formal Concept Analysis
Semantic Web
domain ontologies
similarity reasoning.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/170205
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