• DocumentCode
    694797
  • Title

    Optimal Web Service Composition Based on Context-Awareness and Genetic Algorithm

  • Author

    Yuan Yuan ; Xiuguo Zhang ; Wenxi Sun ; Zhiying Cao ; Hao Wang

  • Author_Institution
    Sch. of Inf. Sci. & Technol., Dalian Maritime Univ., Dalian, China
  • fYear
    2013
  • fDate
    7-8 Dec. 2013
  • Firstpage
    660
  • Lastpage
    667
  • Abstract
    This paper presents a Web service composition method which supports the associations of services in order to improve the success rate of Web service composition and the quality of the composite service. Firstly, a context-aware web service composition model is built and this paper introduces the concept of service-correlation matrix which means presenting the context of service components in the form of matrix and dynamically updating the matrix with context-awareness technology. Secondly, this paper introduces genetic algorithm into web service composition. Experimental results indicate that the method in this paper effectively reduces the deviation between the theoretical value and the practical value of the context properties of the composite web services which are significantly associated with others.
  • Keywords
    Web services; genetic algorithms; matrix algebra; ubiquitous computing; context-awareness; genetic algorithm; optimal Web service composition; service-correlation matrix; Context; Genetic algorithms; Heuristic algorithms; Quality of service; Sociology; Statistics; Web services; Context-aware; Genetic Algorithm; Service Composition; Service-correlation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science and Cloud Computing Companion (ISCC-C), 2013 International Conference on
  • Conference_Location
    Guangzhou
  • Type

    conf

  • DOI
    10.1109/ISCC-C.2013.98
  • Filename
    6973667