Title :
Research on Personal Credit Evaluation System of Commercial Banks
Author_Institution :
Wuhan Univ. of Technol., Wuhan
Abstract :
Based on the analysis of personal credit evaluation index systems in and out of China, this paper establishes personal credit evaluation index system of commercial banks suitable for China, which can be divided into three parts: Personal indices, economy indices and credit indices; and this paper builds personal credit synthetic evaluation model based on GEM algorithm to better make use of experts´ experiences and wisdom, and to overcome the inconsistency of experts´ evaluation results. This evaluation system provides references for commercial banks to make customer loan decisions.
Keywords :
banking; macroeconomics; China; commercial banks; credit indices; customer loan decisions; economy indices; personal credit evaluation index systems; personal indices; Algorithm design and analysis; Business; Credit cards; Data mining; History; Knowledge management; Risk management; Security; Stability; Technology management;
Conference_Titel :
Knowledge Discovery and Data Mining, 2008. WKDD 2008. First International Workshop on
Conference_Location :
Adelaide, SA
Print_ISBN :
978-0-7695-3090-1
DOI :
10.1109/WKDD.2008.147