• DocumentCode
    2582268
  • Title

    Keynote Paper: Data Mining Researcher, Who is Your Customer? Some Issues Inspired by the Information Systems Field

  • Author

    Puuronen, Seppo ; Pechenizkiy, Mykola ; Tsymbal, Alexey

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Sci., Jyvaskyla Univ.
  • fYear
    0
  • fDate
    0-0 0
  • Firstpage
    579
  • Lastpage
    583
  • Abstract
    Data mining as an applied research field is still causing great expectations among organizations which want to raise the utility they are getting from their huge databases and data warehouses. There exist too few success stories about organizations having managed to satisfy even some of those expectations. This situation is very similar to the one inside the information systems (IS) field, especially earlier but even currently. The recent lively debate about the identity of the IS discipline included also the analysis concerning the customers of IS research. Inspired by IS researchers\´ insights related to the topic, we ask the question "who is our customer?" as data mining researchers. With this we want to raise to discussion the border that limits the topics \´acceptable\´ to work with as a data mining researcher. We suggest in this paper that the border should be transferred more clearly towards the direction so that beside the technical concerns also at least some user- and organization-related research questions are included
  • Keywords
    data mining; information systems; research and development; data mining; data warehouses; huge databases; information systems; Computer science; Data mining; Data warehouses; Databases; Delta modulation; Educational institutions; Information systems; Learning systems; Machine learning; Management information systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Database and Expert Systems Applications, 2006. DEXA '06. 17th International Workshop on
  • Conference_Location
    Krakow
  • ISSN
    1529-4188
  • Print_ISBN
    0-7695-2641-1
  • Type

    conf

  • DOI
    10.1109/DEXA.2006.81
  • Filename
    1698409