DocumentCode :
2105670
Title :
The Credit Risk Assessment Method Based on Evidence Reasoning
Author :
Zhu, Xuemei ; Wang, Ping
Author_Institution :
Coll. of Humanity, Xihua Univ., Chengdu
fYear :
2008
fDate :
21-22 Dec. 2008
Firstpage :
511
Lastpage :
514
Abstract :
To avoid the credit risk, there are many methods to assess the credit of debtor, the assessment of different methods may be inconsistent, the paper introduces main credit assessment methods at first, and then puts forward a method to synthesize credit assessment of different methods, for getting more credible credit assessment, Dempster-Shafer combining evidence theory is introduced to fuse the conclusions of different methods. The thesis expands how to apply the D-S theory with an example, there are three assessments from expert method, financial ratio method and RAROC (Risk-adjusted return on capital), with the introduction of D-S theory, the disagreement is eliminated, and the credible final decision is reached.
Keywords :
case-based reasoning; financial data processing; investment; risk management; Dempster-Shafer combining evidence theory; credit risk assessment method; evidence reasoning; financial ratio method; risk-adjusted return on capital; Credit cards; Educational institutions; Forward contracts; Fuses; Information technology; Loans and mortgages; Performance analysis; Risk analysis; Risk management; Security; credit assessment; evidence theory; risk;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Information Technology Application Workshops, 2008. IITAW '08. International Symposium on
Conference_Location :
Shanghai
Print_ISBN :
978-0-7695-3505-0
Type :
conf
DOI :
10.1109/IITA.Workshops.2008.34
Filename :
4731989
Link To Document :
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