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Boosting Holistic Ontology Matching : an Extended Linear Approach and its Evaluation on Graph Clique-based Relaxed Reference Alignments

Roussille, Philippe and Megdiche Bousarsar, Imen and Teste, Olivier and Trojahn dos Santos, Cassia Boosting Holistic Ontology Matching : an Extended Linear Approach and its Evaluation on Graph Clique-based Relaxed Reference Alignments. (2018) In: 21st International Conference on Knowledge Engineering and Knowledge Management (EKAW 2018), 12 November 2018 - 16 November 2018 (Nancy, France).

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Official URL: https://doi.org/10.1007/978-3-030-03667-6_23

Abstract

Ontology matching is the process of finding correspondences between entities from different ontologies. Whereas the field has fully developed in the last decades, most existing approaches are still limited to pairwise matching. However, in complex domains where several ontologies describing different but related aspects of the domain have to be linked together, matching multiple ontologies simultaneously, known as holistic matching, is required. In the absence of benchmarks dedicated to holistic matching evaluation, this paper presents a methodology for constructing pseudo-holistic reference alignments from available pairwise ones. We discuss the problem of relaxing graph cliques representing these alignments involving a different number of ontologies. We argue that fostering the development of holistic matching approaches depends on the availability of such data sets. We run our experiments on the OAEI Conference data set.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in Volume 11313 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN 978-3-030-03666-9 The original PDF is available at: https://link.springer.com/chapter/10.1007/978-3-030-03667-6_23
HAL Id:hal-02181969
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Laboratory name:
Funders:
France’s Strategic Investment Program (Programme d’investissements d’avenir - PIA) - French Environment & Energy Management Agency (ADEME)
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Deposited On:24 Jun 2019 08:59

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