• DocumentCode
    3128306
  • Title

    Domain-Driven Data Mining in Human Resource Management: A Review

  • Author

    Piazza, Franca ; Strohmeier, Stefan

  • Author_Institution
    Dept. of Manage. Inf. Syst., Saarland Univ., Saarbrucken, Germany
  • fYear
    2011
  • fDate
    11-11 Dec. 2011
  • Firstpage
    458
  • Lastpage
    465
  • Abstract
    An increasing number of publications concerning data mining research in human resource management (HRM) gives an impression of a prospering new research field. The current paper reviews research on HR data mining to uncover systematically recent advancements as well as remaining tasks for future work. To provide a systematic analysis, an initial framework with central dimensions of domain-driven data mining research in HR is firstly elaborated and the method of identifying and reviewing contributions is depicted. The results of the review are presented and implications for future research on domain-driven data mining in HRM are derived.
  • Keywords
    data mining; human resource management; research and development; data mining research; domain driven data mining; human resource management; publications; Data mining; Databases; Decision trees; Educational institutions; Humans; Law; Data Mining; Domain-Driven; HRM; Literature Review;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on
  • Conference_Location
    Vancouver, BC
  • Print_ISBN
    978-1-4673-0005-6
  • Type

    conf

  • DOI
    10.1109/ICDMW.2011.68
  • Filename
    6137415