• 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