Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/eswc2008/paper/133> ?p ?o. }
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- 133 creator abraham-bernstein.
- 133 creator christoph-kiefer.
- 133 type InProceedings.
- 133 label "The Creation and Evaluation of iSPARQL Strategies for Matchmaking".
- 133 sameAs 133.
- 133 abstract "This research explores our novel method for Semantic Web service matchmaking based on iSPARQL queries, which enable the user to query the Semantic Web with techniques from traditional information retrieval. The strategies for matchmaking which we develop and evaluate in the paper make use of a plethora of similarity measures and combination functions from SimPack -- our library of similarity measures for the use in ontologies. We show how our combination of structured and imprecise querying can be used to perform hybrid Semantic Web service matchmaking in simple and amazingly fast fashion. 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 such as regression, decision trees, or support vector machines to result in the most effective strategies for matchmaking.".
- 133 hasAuthorList authorList.
- 133 hasTopic Machine_learning.
- 133 hasTopic SPARQL.
- 133 hasTopic Search_engine.
- 133 hasTopic Semantic_Web.
- 133 hasTopic Semantic_Web_Services.
- 133 isPartOf proceedings.
- 133 keyword "evaluation".
- 133 keyword "information retrieval".
- 133 keyword "machine learning".
- 133 keyword "matchmaking".
- 133 keyword "sparql".
- 133 title "The Creation and Evaluation of iSPARQL Strategies for Matchmaking".