• DocumentCode
    2640347
  • Title

    Establish Credit Rating System and Apply Back-Propagation Network for Forecasting Insurance Companies

  • Author

    Shyu, David ; Chang, Chia-Chien ; Chi, Tsung-Li

  • Author_Institution
    Dept. of Finance, Nat. Sun Yat-sen Univ., Yat-sen
  • fYear
    2008
  • fDate
    18-20 June 2008
  • Firstpage
    514
  • Lastpage
    514
  • Abstract
    Based on published financial data from property-liability insurance companies, the factor analysis was adopted in this paper to screen important variables to establish credit rating perspectives. In addition, the concept of normal distribution was used to establish objective and scientific credit rating model that match the conditions of property-liability insurance companies in Taiwan. Through proper categorization and evaluation standards, the complicated financial and business status of property-liability Insurance companies was expressed in a simple manner to let consumers, investors, and others understand insurance companies´ operation conditions. Also the supervisory institution could take the results as the reference index for supervisory organization systems. Furthermore, the back-propagation network (BPN) was adopted to establish predictive models for forecasting accurate rate, making the guidelines for supervisory organizations to conduct supervisory actions.
  • Keywords
    backpropagation; economic forecasting; insurance data processing; Taiwan; backpropagation network; credit rating system; factor analysis; financial data; normal distribution; predictive models; property-liability insurance companies; reference index; supervisory institution; supervisory organization systems; Bonding; Companies; Conference management; Finance; Information management; Innovation management; Insurance; Knowledge management; Predictive models; Technology forecasting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovative Computing Information and Control, 2008. ICICIC '08. 3rd International Conference on
  • Conference_Location
    Dalian, Liaoning
  • Print_ISBN
    978-0-7695-3161-8
  • Electronic_ISBN
    978-0-7695-3161-8
  • Type

    conf

  • DOI
    10.1109/ICICIC.2008.256
  • Filename
    4603703