2013Unpublished venueRequires access

An algebraic-based structural framework for the ontology alignment

Ratiba Guebaili-Djider, Aïcha Mokhtari, Farid Nouioua, Narhimène Boustia, Akli- Astouati Karima

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Abstract

To use ontologies in semantic Web we meet two major challenges. First, we have to use a logical formalism to write concepts with enough expression power. Second, we must guarantee a maximum interoperability if different ontologies are used. To do that, ontology alignment is one of the most appropriate solutions. It is based on the syntactic, semantic and structural similarities of the different input ontologies. To write the ontology concepts, we propose in this work, a description logic whose semantics is algebraic-based. Then, based on this representation formalism, we show how to improve the measure used to compute the structural similarity and we propose an argumentation-based method to deal with the ontology alignment problem.

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What this paper is about

To use ontologies in semantic Web we meet two major challenges. First, we have to use a logical formalism to write concepts with enough expression power. Second, we must guarantee a maximum interoperability if different ontologies are used. To do that, ontology alignment is one of the most appropriate solutions. It is based on the syntactic, semantic and structural similarities of the different input ontologies. To write the ontology concepts, we propose in this work, a description logic whose semantics is algebraic-based. Then, based on this representation formalism, we show how to improve the measure used to compute the structural similarity and we propose an argumentation-based method to deal with the ontology alignment problem.

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Available abstract

To use ontologies in semantic Web we meet two major challenges. First, we have to use a logical formalism to write concepts with enough expression power. Second, we must guarantee a maximum interoperability if different ontologies are used. To do that, ontology alignment is one of the most appropriate solutions. It is based on the syntactic, semantic and structural similarities of the different input ontologies. To write the ontology concepts, we propose in this work, a description logic whose semantics is algebraic-based. Then, based on this representation formalism, we show how to improve the measure used to compute the structural similarity and we propose an argumentation-based method to deal with the ontology alignment problem.

Key concepts: Computer science, Ontology, Description logic, Interoperability, Formalism (music), Ontology components, Theoretical computer science, Information retrieval

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