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Type Conference or Workshop Paper
Scope Discipline-based scholarship
Published in Proceedings Yes
Title The creation and evaluation of iSPARQL strategies for matchmaking
Organization Unit
Authors
  • C Kiefer
  • Abraham Bernstein
Editors
  • S Bechhofer
  • M Hauswirth
  • J Hoffmann
  • M Koubarakis
Presentation Type paper
Item Subtype Original Work
Refereed Yes
Status Published in final form
Language
  • English
ISBN 978-3-540-68233-2
Page Range 463 - 477
Event Title 5th European Semantic Web Conference (ESWC 2008)
Event Type conference
Event Location Tenerife, Spain
Event Start Date June 1 - 2008
Event End Date June 5 - 2008
Series Name Lecture Notes in Computer Science (LNCS)
Number 5021
Place of Publication Berlin
Publisher Springer
Abstract Text 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.
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Digital Object Identifier 10.1007/978-3-540-68234-9_35
Other Identification Number merlin-id:368
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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