• DocumentCode
    3136689
  • Title

    Research on Credit Rating Method Based on BP NN

  • Author

    Jiang, Guoyin

  • Author_Institution
    Hubei Univ. of Econ., Wuhan
  • fYear
    2007
  • fDate
    9-11 June 2007
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In the paper, a new subclass of credit rating model based on advanced BP artificial neural network (BP ANN) is introduced. Firstly, follow 6C principles (character, capacity, capital, collateral, condition, and continuity), the credit evaluation indicators are designed, and then credit rating model based on advanced BP artificial neural network (BP ANN) algorithm is proposed after selection of input dimensional of BP ANN. Finally the system architecture of credit rating decision supporting system is presented, and the two main system components have taken to demonstrated how to set up such kind of rating decision supporting system based on advanced BP ANN.
  • Keywords
    backpropagation; decision support systems; financial management; neural nets; BP artificial neural network; advanced BP ANN; credit evaluation indicators; credit rating decision supporting system; credit rating method; Artificial neural networks; Business; Classification tree analysis; Decision support systems; Electronic commerce; Input variables; Logistics; Neural networks; Object oriented modeling; Statistical analysis; advanced BP artificial neural network (BP ANN); credit rating; decision support system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Service Systems and Service Management, 2007 International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    1-4244-0885-7
  • Electronic_ISBN
    1-4244-0885-7
  • Type

    conf

  • DOI
    10.1109/ICSSSM.2007.4280185
  • Filename
    4280185