A requirement-centric approach to web service modeling, discovery, and selection

Maha Driss, Naouel Moha, Yassine Jamoussi, Jean Marc Jézéquel, Henda Hajjami Ben Ghézala

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

21 Citations (Scopus)

Abstract

Service-Oriented Computing (SOC) has gained considerable popularity for implementing Service-Based Applications (SBAs) in a flexible and effective manner. The basic idea of SOC is to understand users' requirements for SBAs first, and then discover and select relevant services (i.e., that fit closely functional requirements) and offer a high Quality of Service (QoS). Understanding users' requirements is already achieved by existing requirement engineering approaches (e.g., TROPOS, KAOS, and MAP) which model SBAs in a requirement-driven manner. However, discovering and selecting relevant and high QoS services are still challenging tasks that require time and effort due to the increasing number of available Web services. In this paper, we propose a requirement-centric approach which allows: (i) modeling users' requirements for SBAs with the MAP formalism and specifying required services using an Intentional Service Model (ISM); (ii) discovering services by querying the Web service search engine Service-Finder and using keywords extracted from the specifications provided by the ISM; and(iii) selecting automatically relevant and high QoS services by applying Formal Concept Analysis (FCA). We validate our approach by performing experiments on an e-books application. The experimental results show that our approach allows the selection of relevant and high QoS services with a high accuracy (the average precision is 89.41%) and efficiency (the average recall is 95.43%).

Original languageEnglish
Title of host publicationService-Oriented Computing - 8th International Conference, ICSOC 2010, Proceedings
Pages258-272
Number of pages15
Volume6470 LNCS
DOIs
Publication statusPublished - 2010
Event8th International Conference on Service Oriented Computing, ICSOC 2010 - San Francisco, CA, United States
Duration: Dec 7 2010Dec 10 2010

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6470 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other8th International Conference on Service Oriented Computing, ICSOC 2010
CountryUnited States
CitySan Francisco, CA
Period12/7/1012/10/10

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Keywords

  • Formal Concept Analysis
  • QoS
  • Service Discovery
  • Service Selection
  • Service-Based Applications
  • Users' Requirements Modeling

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

Cite this

Driss, M., Moha, N., Jamoussi, Y., Jézéquel, J. M., & Ben Ghézala, H. H. (2010). A requirement-centric approach to web service modeling, discovery, and selection. In Service-Oriented Computing - 8th International Conference, ICSOC 2010, Proceedings (Vol. 6470 LNCS, pp. 258-272). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6470 LNCS). https://doi.org/10.1007/978-3-642-17358-5_18