Article

A kernel based structure matching for web services search

Authors:

Yu Jianjun,

Guo Shengmin,

Su Hao,

Zhang Hui,

Xu KeAuthors Info & Claims

WWW '07: Proceedings of the 16th international conference on World Wide Web

Pages 1249 - 1250

https://doi.org/10.1145/1242572.1242791

Published: 08 May 2007 Publication History

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Abstract

This paper describes a kernel based Web Services (abbrevi-ated as service) matching mechanism for service discoveryand integration. The matching mechanism tries to exploitthe latent semantics by the structure of services. Using textual similarity and n-spectrum kernel values as features of low-level and mid-level, we build up a model to estimate thefunctional similarity between services, whose parameters arelearned by a Ranking-SVM. The experiment results showedthat several metrics for the retrieval of services have beenimproved by our approach.

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J. Shawe-Taylor and N. Cristianini. Kernel Methods for Pattern Analysis. United Kingdom: Cambridge University Press, 2004. pp.344--372.

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J. Xu, Y. Cao, H. Li, and M. Zhao. Ranking Definitions with Supervised Learning Methods. In the Proceedings of WWW, 2005.

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Cited By

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Yahyaoui HAlmulla MBoujarwah E(2021)Measuring Semantic Similarity between Services Using HypergraphsThe 23rd International Conference on Information Integration and Web Intelligence10.1145/3487664.3487693(205-211)Online publication date: 29-Nov-2021
https://dl.acm.org/doi/10.1145/3487664.3487693
Long JWang LLi ZZhang ZMei HLv JZhou MZhang C(2014)Service retrieval based on hybrid SLVM of WSDLProceedings of the 6th Asia-Pacific Symposium on Internetware10.1145/2677832.2677849(120-126)Online publication date: 17-Nov-2014
https://dl.acm.org/doi/10.1145/2677832.2677849
Almulla M(2013)On Classification of Web Services Using Fuzzy Expert SystemJournal of Algorithms & Computational Technology10.1260/1748-3018.7.1.17:1(1-14)Online publication date: 1-Mar-2013
https://doi.org/10.1260/1748-3018.7.1.1
Show More Cited By

Index Terms

A kernel based structure matching for web services search
1. Information systems
  1. Information retrieval
  2. World Wide Web
    1. Web applications
    2. Web services

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Information

Published In

WWW '07: Proceedings of the 16th international conference on World Wide Web

May 2007

1382 pages

ISBN:9781595936547

DOI:10.1145/1242572

General Chairs:
Carey Williamson
University of Calgary, Canada
,
Mary Ellen Zurko
IBM, USA
,
Program Chairs:
Peter Patel-Schneider
Bell Labs Research, USA
,
Prashant Shenoy
University of Massachusetts at Amherst, USA

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 08 May 2007

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WWW'07: 16th International World Wide Web Conference

May 8 - 12, 2007

Alberta, Banff, Canada

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Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

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Yahyaoui HAlmulla MBoujarwah E(2021)Measuring Semantic Similarity between Services Using HypergraphsThe 23rd International Conference on Information Integration and Web Intelligence10.1145/3487664.3487693(205-211)Online publication date: 29-Nov-2021
https://dl.acm.org/doi/10.1145/3487664.3487693
Long JWang LLi ZZhang ZMei HLv JZhou MZhang C(2014)Service retrieval based on hybrid SLVM of WSDLProceedings of the 6th Asia-Pacific Symposium on Internetware10.1145/2677832.2677849(120-126)Online publication date: 17-Nov-2014
https://dl.acm.org/doi/10.1145/2677832.2677849
Almulla M(2013)On Classification of Web Services Using Fuzzy Expert SystemJournal of Algorithms & Computational Technology10.1260/1748-3018.7.1.17:1(1-14)Online publication date: 1-Mar-2013
https://doi.org/10.1260/1748-3018.7.1.1
Jiang WLee DHu S(2012)Large-Scale Longitudinal Analysis of SOAP-Based and RESTful Web ServicesProceedings of the 2012 IEEE 19th International Conference on Web Services10.1109/ICWS.2012.45(218-225)Online publication date: 24-Jun-2012
https://dl.acm.org/doi/10.1109/ICWS.2012.45
Saha SMurthy CPal S(2010)Application of rough ensemble classifier to web services categorization and focused crawlingWeb Intelligence and Agent Systems10.5555/1734741.17347458:2(181-202)Online publication date: 1-Apr-2010
https://dl.acm.org/doi/10.5555/1734741.1734745
Zhang YZheng ZLyu M(2010)WSExpressProceedings of the 2010 IEEE International Conference on Web Services10.1109/ICWS.2010.20(91-98)Online publication date: 5-Jul-2010
https://dl.acm.org/doi/10.1109/ICWS.2010.20
Plebani PPernici B(2009)URBEIEEE Transactions on Knowledge and Data Engineering10.1109/TKDE.2009.3521:11(1629-1642)Online publication date: 1-Nov-2009
https://dl.acm.org/doi/10.1109/TKDE.2009.35
Saha SMurthy CPal S(2008)Classification of Web Services Using Tensor Space Model and Rough Ensemble ClassifierFoundations of Intelligent Systems10.1007/978-3-540-68123-6_55(508-513)Online publication date: 2008
https://doi.org/10.1007/978-3-540-68123-6_55

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Towards Standardized Web Services Privacy Technologies

Investigating web services on the world wide web

Daios: Efficient Dynamic Web Service Invocation

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