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Analysing top-level and domain ontology alignments from matching systems

Schmidt, Daniela and Trojahn, Cassia and Vieira, Renata Analysing top-level and domain ontology alignments from matching systems. (2016) In: 11th International Workshop on Ontology Matching co-located with the 15th ISWC (OM 2016), 18 October 2016 (Kobe, Japan).

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Official URL: http://ceur-ws.org/Vol-1766/om2016_Tpaper2.pdf

Abstract

Top-level ontologies play an important role in the construction and integration of domain ontologies, providing a well-founded reference model that can be shared across knowledge domains. While most efforts in ontology matching have been particularly dedicated to domain ontologies, the problem of matching domain and top-level ontologies has been addressed to a lesser extent. This is a challenging task, specially due to the different levels of abstraction of these ontologies. In this paper, we present a comprehensive analysis of the alignments between one domain ontology from the OAEI Conference track and three well known top-level ontologies (DOLCE, GFO and SUMO), as generated by a set of matching tools. A discussion of the problem is presented on the basis of the alignments generated by the tools, compared to the analysis of three evaluators. This study provides insights for improving matching tools to better deal with this particular task.

Item Type:Conference or Workshop Item (Paper)
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 - INPT (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)
Other partners > Pontificia Universidade Catolica do Rio Grande do Sul - PUCRS (BRAZIL)
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Deposited By: IRIT IRIT
Deposited On:22 Mar 2019 14:14

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