A purely logic-based approach to approximate matching of Semantic Web Services

Schönfisch, Jörg ; Chen, Willy ; Stuckenschmidt, Heiner

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URL: https://madoc.bib.uni-mannheim.de/34250
URN: urn:nbn:de:bsz:180-madoc-342500
Document Type: Conference or workshop publication
Year of publication: 2010
Book title: SMR2 2010 : Proceedings of the 4th International Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web (SMR2 2010) Workshop at the 9th International Semantic Web Conference - ISWC 2010 Workshops Vol. IV Shanghai, China, Nov. 8, 2010
The title of a journal, publication series: CEUR Workshop Proceedings
Volume: 667
Page range: 37-52
Conference title: ISWC 2010 Workshops
Location of the conference venue: Shanghai, China
Date of the conference: 08.10.2010
Publisher: Bernstein, Abraham
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: Most current approaches to matchmaking of semantic Web services utilize hybrid strategies consisting of logic- and non-logic-based similarity measures (or even no logic-based similarity at all). This is mainly due to pure logic-based matchers achieving a good precision, but very low recall values. We present a purely logic-based matcher implementation based on approximate subsumption and extend this approach to take additional information about the taxonomy of the background ontology into account. Our aim is to provide a purely logic-based matchmaker implementation, which also achieves reasonable recall levels without large impact on precision.

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