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POMap: An Effective Pairwise Ontology Matching System

Laadhar, Amir and Ghozzi, Faiza and Megdiche Bousarsar, Imen and Ravat, Franck and Teste, Olivier and Gargouri, Faiez POMap: An Effective Pairwise Ontology Matching System. (2017) In: IC3K 2017 : 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 1 November 2017 - 3 November 2017 (Funchal, Portugal).

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Official URL: https://doi.org/10.5220/0006492201610168

Abstract

The identification of alignments between heterogeneous ontologies is one of the main research issues in the semantic web. The manual matching of the ontologies is a complex, time consuming and an error prone task. Therefore, ontology matching systems aims to automate this process. Usually, these systems perform the matching process by combining element and structural level matchers. Selecting the optimal string similarity measure associated with its threshold is an important issue in order to enhance the effectiveness of the element level matcher, which in turn will improve the whole ontology system results. In this paper, we present POMap, an ontology matching system based on a syntactic study covering element and structural levels. For the element level matcher we have adopted the best configuration based on the analysis of the performances of many string similarity measures associated with their thresholds. For the structural level, we have performed a syntactic study on both subclasses and siblings in order to infer the structural similarity. Our proposed matching system is validated and evaluated on the Anatomy, the Conference and the Large Biomedical tracks provided by the benchmark of OAEI 2016 ontology matching campaign.

Item Type:Conference or Workshop Item (Paper)
HAL Id:hal-02640895
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (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)
Other partners > Université de Sfax (TUNISIA)
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Deposited On:28 May 2020 13:37

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