DocumentCode :
1619890
Title :
Provide financial risk management as service
Author :
Liu, Tie ; Li, Feng ; Zhang, Hao ; He, Xiangyang ; Cao, RongZeng ; Wei, Yongming
Author_Institution :
IBM Res. - China, Beijing, China
fYear :
2010
Firstpage :
64
Lastpage :
69
Abstract :
We present an innovative flexible computation support service for financial risk management. Commercial bank faces a higher requirement on quantitative risk management from Basel II accord. In practice, quantitative risk computation needs both the internal and external data, and the risk calculation models and corresponding parameters should be updated for a periods of time. To deal with these challenges, we propose a service oriented architecture based system, where flexible computation support services are provided for financial risk management. We present three main services in details. First, risk calculation service provides mathematical risk models and parameter learning functions. Second, business logic service adopts rule engine technology to integrate expert knowledge and mathematical model. Third, data management service provides the function for collection and management of internal and external data. These services collaborate to provide flexible quantitative risk management functions for commercial banks with a lower cost compared with the effort to develop their own risk management methodologies and systems.
Keywords :
data handling; financial data processing; learning (artificial intelligence); risk management; software architecture; Basel II accord; business logic service; commercial banks; data management service; expert knowledge; financial risk management; flexible computation support service; mathematical risk models; parameter learning functions; quantitative risk management; risk calculation service; rule engine technology; service oriented architecture; Computational modeling; Quantitative risk management; rule engine;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Service Operations and Logistics and Informatics (SOLI), 2010 IEEE International Conference on
Conference_Location :
Qingdao, Shandong
Print_ISBN :
978-1-4244-7118-8
Type :
conf
DOI :
10.1109/SOLI.2010.5551616
Filename :
5551616
Link To Document :
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