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

URL:	http://ceur-ws.org/Vol-814/om2011_Tpaper4.pdf
Weitere URL:	http://ceur-ws.org/Vol-814/
Dokumenttyp:	Konferenzveröffentlichung
Erscheinungsjahr:	2011
Buchtitel:	Proceedings of the 6th International Workshop on Ontology Matching (OM-2011)
Titel einer Zeitschrift oder einer Reihe:	CEUR Workshop Proceedings
Band/Volume:	814
Seitenbereich:	Paper 4
Veranstaltungstitel:	OM-2011 with ISWC-2011
Veranstaltungsort:	Bonn, Germany
Veranstaltungsdatum:	October 24, 2011
Herausgeber:	Shvaiko, Pavel
Ort der Veröffentlichung:	Aachen, Germany
Verlag:	RWTH Aachen
ISSN:	1613-0073
Sprache der Veröffentlichung:	Englisch
Einrichtung:	Fakultät für Wirtschaftsinformatik und Wirtschaftsmathematik > Practical Computer Science II: Artificial Intelligence (Stuckenschmidt 2009-)
Fachgebiet:	004 Informatik
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.