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An Extensible Linear Approach For Holistic Ontology Matching

Megdiche-Bousarsar, Imen and Teste, Olivier and Trojahn, Cassia An Extensible Linear Approach For Holistic Ontology Matching. (2016) In: 15th International Semantic Web Conference (ISWC 2016), 17 October 2016 - 21 October 2016 (Kobe, Japan).

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Official URL: http://dx.doi.org/10.1007/978-3-319-46523-4_24

Abstract

Resolving the semantic heterogeneity in the semantic web requires finding correspondences between ontologies describing resources. In particular, with the explosive growth of data sets in the Linked Open Data, linking multiple vocabularies and ontologies simultaneously, known as holistic matching problem, becomes necessary. Currently, most state-of-the-art matching approaches are limited to pairwise matching. In this paper, we propose a holistic ontology matching approach that is modeled through a linear program extending the maximum-weighted graph matching problem with linear constraints (cardinality, structural, and coherence constraints). Our approach guarantees the optimal solution with mostly coherent alignments. To evaluate our proposal, we discuss the results of experiments performed on the Conference track of the OAEI 2015, under both holistic and pairwise matching settings.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in Volume 9981 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN: 978-3-319-46522-7 The original PDF is available at: http://link.springer.com/chapter/10.1007/978-3-319-46523-4_24
HAL Id:hal-01485007
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:22 Feb 2017 14:40

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