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題名:銀行授信決策支援系統之研究
書刊名:管理與系統
作者:黃振中謝豐名
出版日期:1994
卷期:1:1
頁次:頁1-14
主題關鍵詞:多準則決策工具金融授信決策模式專家系統金融自動化糸統Analytic hierarchy processAHPCommercial loan decision modelExpert systemBanking automatic systems
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(3) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:3
  • 共同引用共同引用:45
  • 點閱點閱:15
     傳統銀行業授信處理,多位學者採用統計模式如 MDA,LOGIT,PROBIT,REGRESS ON等,卻產生一些應用上不恰當的困擾。本文試 圖利用多準則決策工具一AHP,建置一個金融授信決策模式,以求改善這類統計 模式的諸多缺失。為了讓決策模式更加完整,文中方修改傳統5P的授信因素,使 模式內之決策因素具有較高的獨立性。 此外,為了使泱策者在運用此一模式時,能充分掌握資訊來源,建議在現有金融 自動化之基礎上建立一個授信決策資訊通道架構。經由此一架構,使用者將可自 銀行內部系統內擷取授信戶日常交易之彙整資料,及外部金融週邊單位相關之信 用資料。 由於考量了決策因素的獨立性,子系統將更容易單獨建置;針對財務分析子系 統,本文採用了Miller[19]的專家知識為籃本,在個人電腦上建置了一個專家系統 的雛型。
     Traditionally, the researchers used a few statistical models like MDA, LOGIT, PROBIT, REGRESSION, ...etc, to build the commercial loan decision models. However, they got some criticisms from practical viewpoint. Trying to amend these drawbacks, we use a multiple-criteria decision making tool-AHP (Analytic Hierarchy Process) to weave a commercial loan decision model. In order to improve the dependence of each decision factor, we also modify the popular 5P Principle in our model. Besides, in order to support more accurate information to the model, we suggest an information channel architecture building on the infrastructure of the local banking automatic systems. Under such circumstances, the user not only can get the summary account status of the applicant from the inner system, but also can retrieve some credit information from outside financial institutes. Finally, adopting the cause-and-effect ratio approach from Miller [19] as the basic rule base, we implement a prototype Expert System called AFRESS on a Personal Computer.
期刊論文
1.Elmer, P. J.、Borrowski, D. M.(1988)。An Expert System Approach to Financial Analysis: The Case of S&L Bankruptcy。Financial Management,17,66-76。  new window
2.蘇忠義(1991)。金融自動化與環境變遷系列。資訊傳真。  延伸查詢new window
3.Arrington, Edward C.、Hillison, William、Jensen, Robert E.(1984)。An Application of Analytical Hierarchy Process to Model Expert Judgements on Analytical Review Procedures。Journal of Accounting Research,22(1),298-312。  new window
4.Bougen, P. D.、Drury, J. C.(1980)。U. K. Statistical Distributions of Financial Ratios, 1975。Journal of Business Finance and Accounting,7(1),39-47。  new window
5.Deakin, E. B.(1976)。Distributions of Financial Accounting Ratios: Some Empirical Evidence。The Accounting Review,51,90-96。  new window
6.Duchessi, P.、Shawky, H.、Seagle, J. P.(1988)。A Knowledge Engineered System for Commercial Loan Decisions。Financial Management,17(3),57-65。  new window
7.Frecka, T. J.、Hopwood, W. S.(1983)。The Effect of Outliers On the Cross-Sectional Distributional Properties of Financial Ratios。The Accounting Review,58(1),115-128。  new window
8.Hartvigsen, Gunnar(1990)。KABAL: A Knowledge-Based System for Financial Analysis in Banking。Expert Systems for Information Management,3(30),213-231。  new window
9.Sena, James A.、Smith, Murphy(1987)。A Sample Expert System for Financial Statement Analysis。Journal of Accounting and EDP,2,16-22。  new window
10.Srinivasan, Venkat、Kim, Yong H.(1988)。Designing Expert Financial Systems: A Case Study of Corporate Credit Management。Financial Management,17(3),32-44。  new window
11.Srinivasan, Venkat、Kim, Yong H.(1987)。Credit Granting: A Comparative Analysis of Classification Procedures。The Journal of Finance,42(3),665-683。  new window
12.Altman, E. I.、Haldeman, R. G.、Narayanan, P.(1977)。ZETA Analysis: A New Model to Identify Bankruptcy Risk of Corporations。Journal of Banking and Finance,1(1),29-54。  new window
研究報告
1.Buijink, W.、Jegers, M.(1984)。Gross-Sectional Distributional Properties of Financial Ratios in Belgian Manufacturing Industries: Some Emperical Evidence。University of Antwerp。  new window
學位論文
1.許正春(1990)。銀行授信考量因素之研究(碩士論文)。國立交通大學。  延伸查詢new window
2.Alves, Jeffery R.(1978)。The Prediction of Small Bussiness Failure Utilizing Financial and Nonfinancial Data(博士論文)。University of Massachusetts。  new window
3.潘玉葉(1990)。臺灣股票上市公司財務危機預警分析(博士論文)。淡江大學。new window  延伸查詢new window
圖書
1.Mockler, R. J.(1989)。Knowledge-Based Systems for Management Decisions。Englewood Cliffs, New Jersey:Prentice-hall, Inc.。  new window
2.翁倪(1987)。商業銀行的管理政策。幼獅文化事業公司。  延伸查詢new window
3.Miller, Donald E.(1972)。The meaningful interpretation of financial statements: the cause-and-effects ratio approach。New York:AMA。  new window
4.Saaty, Thomas L.、Kearns, Kevin P.(1985)。Analytical Planning: The Organization of Systems。New York:Pergamon Press。  new window
5.Foster, George(1986)。Financial Statement Analysis。New Jersey:Prentice-Hall International。  new window
6.李仁芳(1987)。我國企業經營危機過程與偵測之探討。中國生產力中心。  延伸查詢new window
7.Saaty, Thomas L.(1980)。The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation。McGraw-Hill。  new window
其他
1.林青槐(1991)。授信案件實例習作,金融人員研究訓練中心。  延伸查詢new window
圖書論文
1.Narasimhamurthi, M.、Dechen, R.(1988)。An Application of Optimization Based Expert System: Analysis of Financial Ratio。Proceedings of SPIE--The International Society for Optical Engineering。  new window
 
 
 
 
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