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A Semantic Web Service Retrieval Approach that Combines Semantic Matching With Quality of Service Matching

Author

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  • Pornthip Liewtrakul

    (Faculty of Science & Technology, Bansomdejchaopraya Rajabhat University, Bangkok, Thailand)

  • Katawut Kaewbanjong

    (Faculty of Business Administration and Liberal Art, Rajamangala University of Technology, Lanna Nan, Thailand)

Abstract

The study objective is to propose a new web service search system that exploits the information structure of OWLS documents which consists of information from service history class, service model class, and basic service class. This information is used to construct indexes and their individual weights, which are used to compare the level of similarity between a semantic query from a user and each web service by a vector space model. Then, the result is used in a web service selection procedure based on formal concept analysis. A web service is selected through the structure of a concept lattice of Qos consisting of service availability and response time. Experimental results show that this proposed system provided an average accuracy of 71.9%. Moreover, it can provide alternative web services that are closely related to the query for the user to have flexibility in utilizing the search results.

Suggested Citation

  • Pornthip Liewtrakul & Katawut Kaewbanjong, 2017. "A Semantic Web Service Retrieval Approach that Combines Semantic Matching With Quality of Service Matching," Journal of ICT, Design, Engineering and Technological Science, Juhriyansyah Dalle, vol. 1(2), pages 42-47.
    • Handle: RePEc:avb:jitdet:2017:p:42-47
    DOI: 10.33150/JITDETS-1.2.3
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    References listed on IDEAS

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    4. Christine Lourrine S. Tablatin & Frederick F. Patacsil & Paulo V. Cenas, 2016. "Design and development of an information technology fundamentals multimedia courseware for dynamic learning environment," Journal of Advances in Technology and Engineering Research, A/Professor Akbar A. Khatibi, vol. 2(6), pages 202-210.
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