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. Springer, 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.
| Item Type: | Conference or Workshop Item (Paper), refereed, original work |
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| Communities & Collections: | 03 Faculty of Economics > Department of Informatics |
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| Dewey Decimal Classification: | 000 Computer science, knowledge & systems |
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| Scopus Subject Areas: | Physical Sciences > Theoretical Computer Science
Physical Sciences > General Computer Science |
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| Scope: | Discipline-based scholarship (basic research) |
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| Language: | English |
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| Event End Date: | 5 June 2008 |
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| Deposited On: | 09 Jan 2009 08:07 |
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| Last Modified: | 01 Jun 2025 01:43 |
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| Publisher: | Springer |
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| Series Name: | Lecture Notes in Computer Science (LNCS) |
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| Number: | 5021 |
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| ISBN: | 978-3-540-68233-2 |
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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 |
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| OA Status: | Hybrid |
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| Publisher DOI: | https://doi.org/10.1007/978-3-540-68234-9_35 |
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| Related URLs: | http://www.eswc2008.org/ |
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| Other Identification Number: | merlin-id:368 |
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Kiefer, C