• DocumentCode
    2665423
  • Title

    DMDSS: data mining based decision support system to integrate data mining and decision support

  • Author

    Rupnik, R. ; Kukar, M. ; Bajec, M. ; Krisper, M.

  • Author_Institution
    Fac. of Comput. & Inf. Sci., Ljubljana Univ.
  • fYear
    2006
  • fDate
    19-22 June 2006
  • Firstpage
    225
  • Lastpage
    230
  • Abstract
    Modern organizations use several types of decision support systems to facilitate decision support. In many cases OLAP based tools are used in the business area, which enable multiple views on data and through that a deductive approach to data analysis. Data mining extends the possibilities for decision support by discovering patterns and relationships hidden in data and therefore enabling the inductive approach of data analysis. The paper introduces data mining based decision support system, which was designed for business users to enable them to use data mining models to facilitate decision support with only a basic level of knowledge of data mining
  • Keywords
    business data processing; data analysis; data mining; decision support systems; OLAP based tool; business user support; data analysis; data mining; decision support system; deductive approach; inductive approach; organizational aspects; pattern discovery; Data analysis; Data mining; Decision making; Decision support systems; Information analysis; Information science; Pattern analysis; Performance analysis; Supervised learning; Unsupervised learning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology Interfaces, 2006. 28th International Conference on
  • Conference_Location
    Cavtat/Dubrovnik
  • ISSN
    1330-1012
  • Print_ISBN
    953-7138-05-4
  • Type

    conf

  • DOI
    10.1109/ITI.2006.1708482
  • Filename
    1708482