• DocumentCode
    3123864
  • Title

    Design and implementation of semantic Web service clustering algorithm

  • Author

    Fa-Gui Liu ; Chenyi Peng ; Yuedong Lin

  • Author_Institution
    Higher Educ. Mega Center, South China Univ. of Technol., Guangzhou, China
  • Volume
    04
  • fYear
    2013
  • fDate
    14-17 July 2013
  • Firstpage
    1747
  • Lastpage
    1751
  • Abstract
    With the development of semantic Web service, the service registry has expanded constantly to cater for new demands. How to improve the efficiency of service discovery is treated as one of the top priorities to be solved. Semantic Web service clustering can organizes and manages the service registry to narrow the scope of service search. This paper has proposed a framework of semantic Web service clustering, designed and implemented an algorithm of semantic Web service clustering by using the Single-Linkage Thinking. This algorithm clusters the services of service registry in order to narrow the scope of service search and improve the efficiency of service discovery. Experimental results show that the clustering framework and algorithm in this paper is efficient, accurate and easy to implement.
  • Keywords
    Web services; information retrieval; pattern clustering; semantic Web; semantic Web service clustering algorithm; service discovery; service registry; service search; single-linkage thinking; Abstracts; Algorithm design and analysis; Clustering algorithms; OWL; Semantics; Silicon; Semantic Web service; Semantic Web service clustering; The Single-Linkage Thinking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2013 International Conference on
  • Conference_Location
    Tianjin
  • Type

    conf

  • DOI
    10.1109/ICMLC.2013.6890880
  • Filename
    6890880