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The creation and evaluation of iSPARQL strategies for matchmaking


Kiefer, C; Bernstein, A (2008). The creation and evaluation of iSPARQL strategies for matchmaking. In: 5th European Semantic Web Conference (ESWC 2008), Tenerife, Spain, 1 June 2008 - 5 June 2008, 463-477.

Abstract

This research explores a new method for Semantic Web service matchmaking based on iSPARQL strategies, which enables to query the Semantic Web with techniques from traditional information retrieval. The strategies for matchmaking that we developed and evaluated can make use of a plethora of similarity measures and combination functions from SimPack---our library of similarity measures. We show how our combination of structured and imprecise querying can be used to perform hybrid Semantic Web service matchmaking. We analyze our approach thoroughly on a large OWL-S service test collection and show how our initial strategies can be improved by applying machine learning algorithms to result in very effective strategies for matchmaking.

This research explores a new method for Semantic Web service matchmaking based on iSPARQL strategies, which enables to query the Semantic Web with techniques from traditional information retrieval. The strategies for matchmaking that we developed and evaluated can make use of a plethora of similarity measures and combination functions from SimPack---our library of similarity measures. We show how our combination of structured and imprecise querying can be used to perform hybrid Semantic Web service matchmaking. We analyze our approach thoroughly on a large OWL-S service test collection and show how our initial strategies can be improved by applying machine learning algorithms to result in very effective strategies for matchmaking.

Citations

17 citations in Web of Science®
13 citations in Scopus®
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Additional indexing

Item Type:Conference or Workshop Item (Paper), refereed, original work
Communities & Collections:03 Faculty of Economics > Department of Informatics
Dewey Decimal Classification:000 Computer science, knowledge & systems
Language:English
Event End Date:5 June 2008
Deposited On:09 Jan 2009 08:07
Last Modified:05 Apr 2016 12:45
Publisher:Springer
Series Name:Lecture Notes in Computer Science (LNCS)
Number:5021
ISBN:978-3-540-68233-2
Additional Information:In this book, the proceedings of the 5th European Semantic Web Conference (ESWC 2008), Tenerife, Canary Islands, Spain, June 1-5, 2008 are published, at which this paper was presented. The original publication is available at www.springerlink.com
Publisher DOI:10.1007/978-3-540-68234-9_35
Official URL:http://www.ifi.uzh.ch/pax/web/index.php/publication/show/id/825
Related URLs:http://www.eswc2008.org/
Permanent URL: http://doi.org/10.5167/uzh-8937

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