Title :
Financial model-base construction for flexible model manipulation of models and solvers
Author :
Lee, Keun-Woo ; Huh, Soon-Young
Author_Institution :
Graduate Sch. of Manage., Korea Adv. Inst. of Sci. & Technol., South Korea
Abstract :
As financial markets are volatile and rapidly changing, preciseness and agility in price evaluation and risk assessment in the portfolios are more important and decision support systems containing diverse financial products and pricing algorithms have been adopted to support those quantitative analysis tasks. To effectively use the financial DSS, the trader should be able to know which algorithms are applicable to a specific product and to match flexibly the product with appropriate algorithms depending on his product-evaluation purposes. This paper proposes model-base construction mechanisms in a financial DSS that facilitates such mix-and-match operations between financial products (considered as models) and pricing algorithms (considered as solvers). As a conceptual framework for the model-base, we use the generic model concept for developing system constructs and procedures. The constructs and procedures of the model-base are represented as self-contained and well-modularized objects that can be applied to a wide variety of problem domains.
Keywords :
decision support systems; financial data processing; financial management; pricing; decision support systems; financial markets; financial model; financial model-base construction; financial products; flexible model manipulation; portfolios; price evaluation; pricing algorithms; risk assessment; Algorithm design and analysis; Decision support systems; Financial management; Fluctuations; Investments; Portfolios; Pricing; Risk analysis; Risk management; Technology management;
Conference_Titel :
System Sciences, 2003. Proceedings of the 36th Annual Hawaii International Conference on
Print_ISBN :
0-7695-1874-5
DOI :
10.1109/HICSS.2003.1174206