• DocumentCode
    3221421
  • Title

    The design of algorithm for data mining system used for Web Service

  • Author

    Yanna, Ren ; Suhong, Lv ; Qiang, Wang

  • Author_Institution
    Coll. of Inf. & Manage. Sci., Henan Agric. Univ., Zhengzhou, China
  • fYear
    2011
  • fDate
    27-29 May 2011
  • Firstpage
    480
  • Lastpage
    483
  • Abstract
    Compared with the traditional data mining system algorithms library, the introduction of Web Service technology into data mining system algorithm library realizes the separation of data, algorithm and interface. The loose and interconnected mode greatly reduces the complexity of the development for the algorithms library in data mining system and is convenient for the dynamic management of data mining algorithm library. This paper just analyses the major problems of algorithm library of data mining system in customization, sharing and dynamic maintenance and builds the basic framework of algorithms library module in data mining system. It also studies the description of the primary metadata in data mining algorithm as well as designs and materializes the formation of algorithms library management module and dynamic interface in data mining system. The algorithms library module in the data mining system built on the basis of Web Service technology is of critical significance to improving the efficiency of data mining.
  • Keywords
    Web services; data mining; meta data; user interfaces; Web service technology; algorithms library management module; algorithms library module; customization; data mining algorithm library; data mining system algorithms library; dynamic interface; dynamic maintenance; dynamic management; primary metadata; sharing; Algorithm design and analysis; Data mining; Heuristic algorithms; Libraries; Maintenance engineering; Web services; XML; algorithm; data mining; design; web;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication Software and Networks (ICCSN), 2011 IEEE 3rd International Conference on
  • Conference_Location
    Xi´an
  • Print_ISBN
    978-1-61284-485-5
  • Type

    conf

  • DOI
    10.1109/ICCSN.2011.6013761
  • Filename
    6013761