Web service discovery via semantic association ranking and hyperclique pattern discovery

Aabhas V. Paliwal, Hui Xiong, Christof Bornhövd

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Scopus citations

Abstract

Semantic Web technology is a promising first step for automated web service discovery. Most current approaches for web service discovery cater to semantic web services, i.e., web services that have associated semantic descriptions. It is unrealistic, however, to expect all new services to have associated semantic descriptions. Furthermore, the descriptions of the vast majority of already existing services do not have explicitly associated semantics. In this paper we present a novel approach for web service discovery that combines semantic and statistical association metrics. Semantic metrics are based on the semantic aspects of relevant ontology. Statistical association metrics are based on the association aspects of web services instances (their inputs and outputs). Specifically, our approach exploits semantic relationship ranking for establishing semantic relevance, and a hyperclique pattern discovery method for grouping web service parameters into meaningful associations. These associations combined by the semantic relevance are then leveraged to discover and rank web services.

Original languageEnglish (US)
Title of host publicationProceedings - 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings), WI'06
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages649-652
Number of pages4
ISBN (Print)0769527477, 9780769527475
DOIs
StatePublished - Jan 1 2006
Event2006 IEEE/WIC/ACM International Conference on Web Intelligence, WI'06 - Hong Kong, China
Duration: Dec 18 2006Dec 22 2006

Publication series

NameProceedings - 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings), WI'06

Other

Other2006 IEEE/WIC/ACM International Conference on Web Intelligence, WI'06
CountryChina
CityHong Kong
Period12/18/0612/22/06

All Science Journal Classification (ASJC) codes

  • Software
  • Computer Networks and Communications

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    Paliwal, A. V., Xiong, H., & Bornhövd, C. (2006). Web service discovery via semantic association ranking and hyperclique pattern discovery. In Proceedings - 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings), WI'06 (pp. 649-652). [4061447] (Proceedings - 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings), WI'06). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WI.2006.194