• DocumentCode
    3298952
  • Title

    DMPML Data Mining Preparation Markup Language

  • Author

    Gonçalves, Paulo M., Jr. ; Arnaud, Adrian L. ; Barros, Roberto S M

  • Author_Institution
    Fed. Univ. of Pernambuco, Recife
  • fYear
    2008
  • fDate
    March 31 2008-April 4 2008
  • Firstpage
    116
  • Lastpage
    125
  • Abstract
    In this paper we propose the language DMPML as an alternative to the standardization of the data preparation phase in a KDD process. DMPML is based on XML and uses XSL transformations to map raw data into processed data. DMPML features, such as extensibility, robustness and platform independence, support exchanging of data preparation projects among DMPML producers in an efficient way. This promotes work reusability and experience interchange among similar projects.
  • Keywords
    XML; data mining; XML; XSL transformations; data mining preparation markup language; data preparation phase; Appropriate technology; Association rules; Data mining; Databases; Informatics; Markup languages; Robustness; Space exploration; Standardization; XML;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Systems and Applications, 2008. AICCSA 2008. IEEE/ACS International Conference on
  • Conference_Location
    Doha
  • Print_ISBN
    978-1-4244-1967-8
  • Electronic_ISBN
    978-1-4244-1968-5
  • Type

    conf

  • DOI
    10.1109/AICCSA.2008.4493525
  • Filename
    4493525
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3298952