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  • 标题:Design of Decision Support System for Loans Based on Data Mining Techniques
  • 本地全文:下载
  • 作者:El-Bakry, H. M. ; Kolkas, M. K. ; Saleh, A. A.
  • 期刊名称:International Journal of Electronics Communication and Computer Engineering
  • 印刷版ISSN:2249-071X
  • 电子版ISSN:2278-4209
  • 出版年度:2016
  • 卷号:7
  • 期号:1
  • 页码:70-79
  • 出版社:IJECCE
  • 摘要:Decision Support Systems (DSS) is a particulartype of computerized information system that supportbusiness and organizational decision making activities. on theother hand, Data Mining (DM) expand the potentials fordecision support by finding styles and connections hidden inthe data and in this way enabling an inductive way to dealwith data analysis. Data is analyzed through a mechanizedprocess, known as Knowledge Discovery in data miningtechniques. Data mining can be characterized as a process ofbrowsing and analysis for large amounts of data with aparticular focus on discovering significantly importantpatterns and rules. Data mining helps discovering knowledgefrom raw, not equipped data. Utilizing data miningtechniques permits extracting knowledge from data mart,data warehouse and, specifically cases, even from operationaldatabases.In this paper a methodology is introduced to integrate theDSS with DM for loans to the Real Estate developments fund(REDF) Customers. It causes to cooperative interaction ofDSS, through getting more options to analysis, utilizingexpert's data, and improving assessment process. So I willtalk about the function of data mining to simplify decisionsupport, the utilization of data mining methods in decisionsupport systems, talking about applied approaches andpresent a data mining decision support system called DMDSS– (Data Mining Decision Support System). We also presentsome obtained results and plans for future development
  • 关键词:Decision Support Systems; Data Mining;Knowledge Discovery; Data Warehouse; Statistical Analysis;The Real Estate Developments Fund (REDF).
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