• DocumentCode
    2539374
  • Title

    A Data Mining Framework Based on XML

  • Author

    Wei, Hongchang ; Wang, Zhijuan ; Yu, Lili ; Ban, Yameng

  • Author_Institution
    Dept. of Software Eng., ShiJia.Zhuang Inf. Eng. Vocational Coll., Shijiazhuang, China
  • fYear
    2012
  • fDate
    12-14 Oct. 2012
  • Firstpage
    489
  • Lastpage
    492
  • Abstract
    The proposed framework is based upon a concept of building a configuration-driven data mining tool in which the maintenance decisions of aircrafts´ components are driven by configuration metadata. We seek to address a key design goal of building a generic framework that can be easily instantiated for various CBM applications. This design goal, in turn, raises the challenges of building a system that features modularity, extendibility, and maintainability. To meet this design goal, we adopted a layered architecture for the proposed framework.
  • Keywords
    XML; aerospace components; aerospace computing; aircraft maintenance; condition monitoring; data mining; software architecture; CBM applications; XML; aircraft components; configuration metadata; configuration-driven data mining tool; data mining framework; key design goal; layered architecture; maintenance decisions; Aircraft; Algorithm design and analysis; Data mining; Maintenance engineering; Prototypes; Software; XML; CBM; configuration; data mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Business Computing and Global Informatization (BCGIN), 2012 Second International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4673-4469-2
  • Type

    conf

  • DOI
    10.1109/BCGIN.2012.133
  • Filename
    6382574