• DocumentCode
    2028628
  • Title

    Research on decision tree in component retrieval

  • Author

    Shao, Yanhua ; Zhang, Mingsheng ; Xu, Shengnan

  • Author_Institution
    Coll. of Econ. & Manage., Guizhou Univ. for Nat., Guiyang, China
  • Volume
    5
  • fYear
    2010
  • fDate
    10-12 Aug. 2010
  • Firstpage
    2290
  • Lastpage
    2293
  • Abstract
    To retrieve and extract the most satisfying among the library of components is important in component library management system. The general component retrieval system seldom provides information about respect of reused actually. Data mining technology provides a feasible approach to above problem. In the paper, how to use the application of classification method decision-tree-based to the component reuse was discussed. In accordance with the limitation of research on traditional software component library management, we proposed the idea to apply data mining technology to the management of software component, provided auxiliary decision support to the relevant personnel of the component library. Secondly, in accordance with actual application, built an applied model of software component retrieval management by data mining technology, and analyzed the execution step of the applied model. Lastly, the model had been verified through experiment, thus the feasibility and validity of this strategy had been verified.
  • Keywords
    data mining; decision trees; object-oriented programming; pattern classification; software libraries; software management; software reusability; auxiliary decision support; classification method; component reuse; data mining technology; decision tree; software component library management; software component retrieval management; Classification algorithms; Cost accounting; Data mining; Data models; Decision trees; Libraries; Software; component library; component retrieval; data mining; decision tree; software reuse;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-5931-5
  • Type

    conf

  • DOI
    10.1109/FSKD.2010.5569310
  • Filename
    5569310