Hybrid Semantic Web Service Retrieval: A Case Study with OWLS-MX

The OWLS-MX matchmaker selects OWL-S 1.1 services that are relevant to a given service request by means of logic-based matching complemented with syntactic similarity measurement. In this paper, we summarize the results of our experimental evaluation of the retrieval performance of OWLS-MX in terms of its false positives and false negatives using the service retrieval test collection OWLS-TC 2.1. Based on the analysis of false-positives and false-negatives of OWLS-MX, we implemented a matchmaker OWLS-MX2 with improved precision in average.

[1]  Tran Cao Son,et al.  Semantic Web Services , 2001, IEEE Intell. Syst..

[2]  Matthias Klusch,et al.  Brokering and Matchmaking for Coordination of Agent Societies: A Survey , 2001, Coordination of Internet Agents: Models, Technologies, and Applications.

[3]  Pradeep Ravikumar,et al.  A Comparison of String Distance Metrics for Name-Matching Tasks , 2003, IIWeb.

[4]  Anupriya Ankolekar,et al.  Automated discovery, interaction and composition of Semantic Web services , 2003, J. Web Semant..

[5]  Matthias Klusch,et al.  Larks: Dynamic Matchmaking Among Heterogeneous Software Agents in Cyberspace , 2002, Autonomous Agents and Multi-Agent Systems.

[6]  Valeria De Antonellis,et al.  Semantic-Enriched Service Discovery , 2006, 22nd International Conference on Data Engineering Workshops (ICDEW'06).

[7]  Abraham Bernstein,et al.  Imprecise RDQL: towards generic retrieval in ontologies using similarity joins , 2006, SAC '06.

[8]  Matthias Klusch,et al.  Automated semantic web service discovery with OWLS-MX , 2006, AAMAS '06.

[9]  Matthias Klusch,et al.  Hybrid OWL-S Service Retrieval with OWLS-MX: Benefits and Pitfalls , 2007, SMRR.

[10]  Dieter Fensel,et al.  Unifying Reasoning and Search to Web Scale , 2007, IEEE Internet Computing.

[11]  Abraham Bernstein,et al.  The Creation and Evaluation of iSPARQL Strategies for Matchmaking , 2008, ESWC.

[12]  Matthine Klusch,et al.  Semantic Web Service Coordination , 2008 .

[13]  Heiko Schuldt,et al.  CASCOM: Intelligent Service Coordination in the Semantic Web , 2008 .