Towards an Automatic Parameterization of Ontology Matching Tools based on Example Mappings

Ritze, Dominique ; Paulheim, Heiko

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Document Type: Conference or workshop publication
Year of publication: 2011
Book title: Proceedings of the 6th International Workshop on Ontology Matching (OM-2011)
The title of a journal, publication series: CEUR Workshop Proceedings
Volume: 814
Page range: Paper 4
Conference title: OM-2011 with ISWC-2011
Location of the conference venue: Bonn, Germany
Date of the conference: October 24, 2011
Publisher: Shvaiko, Pavel
Place of publication: Aachen, Germany
Publishing house: RWTH Aachen
ISSN: 1613-0073
Publication language: English
Institution: School of Business Informatics and Mathematics > Practical Computer Science II: Artificial Intelligence (Stuckenschmidt 2009-)
Subject: 004 Computer science, internet
Abstract: With a growing number of ontologies and datasets using those ontologies, ontology mappings become an essential building block of the Semantic Web. In the last years, a larger number of sophisticated ontology matching tools for generating such mappings has been developed. The quality of the mappings provided by those tools typically depends on the settings of the tools’ parameters. As this is a non-trivial task for an end user, we propose the ECOMatch approach, which asks the user to provide example mappings instead of parameter settings, and automatically determines a suitable parameter setting based on those examples. We show how the preliminary result quality of ontology mappings can be improved by applying automatic, example-based configuration of ontology matching tools.

Dieser Eintrag ist Teil der Universitätsbibliographie.

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BASE: Ritze, Dominique ; Paulheim, Heiko

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ORCID: Ritze, Dominique ; Paulheim, Heiko ORCID: 0000-0003-4386-8195

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