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Identifying Relevant Concept Attributes to Support Mapping Maintenance Under Ontology Evolution

20 Pages Posted: 9 Jul 2018 First Look: Accepted

See all articles by Duy Dinh

Duy Dinh

Public Research Centre Henri Tudor

Julio Cesar Dos Reis

Public Research Centre Henri Tudor; Université Paris XI Sud - Laboratoire de Recherche en Informatique (LRI)

Cédric Pruskia

Public Research Centre Henri Tudor

Marcos Da Silveira

Public Research Centre Henri Tudor

Chantal Reynaud-Delaître

Université Paris XI Sud - Laboratoire de Recherche en Informatique (LRI)

Abstract

The success of distributed and semantic-enabled systems relies on the use of up-to-date ontologies and mappings between them. However, the size, quantity and dynamics of existing ontologies demand a huge maintenance effort pushing towards the development of automatic tools supporting this laborious task. This article proposes a novel method, investigating different types of similarity measures, to identify concepts’ attributes that served to define existing mappings. The obtained experimental results reveal that our proposed method allows to identify the relevant attributes for supporting mapping maintenance, since we found correlations between ontology changes affecting the identified attributes and mapping changes.

Keywords: Ontology mappings, Ontology evolution, Mapping adaptation, maintenance

Suggested Citation

Dinh, Duy and Dos Reis, Julio Cesar and Pruskia, Cédric and Da Silveira, Marcos and Reynaud-Delaître, Chantal, Identifying Relevant Concept Attributes to Support Mapping Maintenance Under Ontology Evolution (2014). Journal of Web Semantics First Look. Available at SSRN: https://ssrn.com/abstract=3199141 or http://dx.doi.org/10.2139/ssrn.3199141

Duy Dinh (Contact Author)

Public Research Centre Henri Tudor ( email )

6 Avenue des Hauts-fourneaux
L-4362 Esch-sur-Alzette
Luxembourg

Julio Cesar Dos Reis

Public Research Centre Henri Tudor ( email )

6 Avenue des Hauts-fourneaux
L-4362 Esch-sur-Alzette
Luxembourg

Université Paris XI Sud - Laboratoire de Recherche en Informatique (LRI) ( email )

15, rue Georges Clemenceau
France

Cédric Pruskia

Public Research Centre Henri Tudor ( email )

6 Avenue des Hauts-fourneaux
L-4362 Esch-sur-Alzette
Luxembourg

Marcos Da Silveira

Public Research Centre Henri Tudor ( email )

6 Avenue des Hauts-fourneaux
L-4362 Esch-sur-Alzette
Luxembourg

Chantal Reynaud-Delaître

Université Paris XI Sud - Laboratoire de Recherche en Informatique (LRI) ( email )

15, rue Georges Clemenceau
France

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