• DocumentCode
    2054213
  • Title

    Firm Evaluation Model Based on Methods of Rough Set and Evidence Reasoning

  • Author

    Huang, Jianmin ; Liu, Lieli

  • Author_Institution
    Sch. of Econ. & Manage., Beihang Univ., Beijing, China
  • Volume
    2
  • fYear
    2010
  • fDate
    14-15 Aug. 2010
  • Firstpage
    47
  • Lastpage
    50
  • Abstract
    This paper combines rough set method and evidential reasoning method, using evidential reasoning approach as a comprehensive settlement on the one-sided defect of rough set data mining method and using rough set method as a comprehensive settlement on the subjective defect of evidential reasoning method. Thus we construct a scientific and rational firm evaluation model. Firstly, model uses the attribute dependency calculating method of rough set to decompose decision-making table formed by the evaluation indicators; Secondly, extract evidence body from the relationship between the rough set theory and evidence reasoning theory; Finally, we use the DS evidence combining method to combine the evidences coming from each decision-making table.
  • Keywords
    data mining; decision making; inference mechanisms; rough set theory; DS evidence; attribute dependency calculating method; decision-making table; evidential reasoning method; firm evaluation model; rough set data mining method; rough set method; Approximation methods; Biological system modeling; Bismuth; Cognition; Decision making; Rough sets; evaluation; evidence reasoning; rough set;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Engineering (ICIE), 2010 WASE International Conference on
  • Conference_Location
    Beidaihe, Hebei
  • Print_ISBN
    978-1-4244-7506-3
  • Electronic_ISBN
    978-1-4244-7507-0
  • Type

    conf

  • DOI
    10.1109/ICIE.2010.107
  • Filename
    5571229