• DocumentCode
    1966751
  • Title

    Incorporation of both pre-conceptual schemas and goal diagrams in CRISP-DM

  • Author

    Zapata, J. Carlos Mario ; Gil, Natalia

  • Author_Institution
    Escuela de Sist., Univ. Nac. de Colombia, Sede Medellín, Colombia
  • fYear
    2011
  • fDate
    4-6 May 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    We present, in this paper, a proposal for the improvement of the CRISP-DM data mining methodology. The first phase of CRISP-DM is focused on the business process and its objectives. This process is made in an informal way, leaving to the analyst the responsibility for funding the entire process. By this reason, we propose the incorporation of two software engineering diagrams, pre-conceptual schemas and goal diagrams. We aim to improve the business understanding step of CRISP-DM, allowing the semi-formal validation of such process.
  • Keywords
    business data processing; data mining; software engineering; CRISP-DM data mining methodology; CRISP-DM goal diagram; CRISP-DM preconceptual schema; business process; business understanding; software engineering; Business; Data mining; Data models; Data visualization; Silicon compounds; Software; Unified modeling language; CRISP-DM; data mining; goal diagram; pre-conceptual schemas; variables;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing Congress (CCC), 2011 6th Colombian
  • Conference_Location
    Manizales
  • Print_ISBN
    978-1-4577-0285-3
  • Type

    conf

  • DOI
    10.1109/COLOMCC.2011.5936284
  • Filename
    5936284
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1966751