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面向电子政务的数据挖掘系统分析与设计 被引量:1

Analysis and design of data mining system for E-government
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摘要 在分析建立面向电子政务需求的数据挖掘系统必要性的基础上,从数据来源、数据结构和服务对象等方面探讨了系统的特点及设计要求;与数据挖掘流程结合,构建了一个面向电子政务数据挖掘系统的框架体系,系统主要具有数据管理、数据预处理、数据挖掘、用户界面等几大功能模块;最后分析了传统的C/S两层软件体系结构的缺点,提出了一个基于多层体系结构的系统实现方案。 Oriented to the requirements of E-government, the necessity of developing the data mining (DM) system for E-government is proposed, and those characteristics of the DMS for E-government are analyzed fi'om different aspects. Based on the analysis, requirement analysis is conducted. Then the structure of data mining system for E-government is established according to the main flow of general DM, and the system has such functions as data management, preprocessing, data mining and so on. Finally, the defects of traditional double-tier architecture for software are pointed out and an implementation scheme based on multi-tier architecture is researched further.
出处 《计算机工程与设计》 CSCD 北大核心 2007年第3期710-712,共3页 Computer Engineering and Design
基金 国家自然科学基金项目(40401038) 徐州市科技基金项目(X20052394) 中国矿业大学科学基金项目(D200403)
关键词 数据挖掘 电子政务 框架体系 系统功能 多层体系结构 data mining E-government frame structure system function multi-tier architecture
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  • 1Object Management Group(OMG).Common Warehouse MetaModel Specification ( 1.0 ) .http://www.omg.org/technology/cwm, 2000
  • 21 H Witten,E Frank.Data Mining:Practical Machine Learning Tools and Techniques with Java Implementations. San Francisco:Morgan Kaufmann, CA, 1999
  • 3P Seth. Third-part data mining provides. White paper,Microsoft Research, Mircrosoft Corp, Redmond, Washington, USA, 2001
  • 4U M Fayyad et al. Advances in Knowledge Discovery and Data Mining, Cambriage[M].MA: AAAI/MIT Press, 1996
  • 5P Chapman,J Clinton et al. CRISP-DM 1.0 Step-by-step data mining guide.http://www.crisp-dm.org, 2000
  • 6Microsoft Corporation.OLE DB for Data Mining Specification.http://download.microsoft.com/download /dasdk /Install/1/WIN98Me/ENUS/oledbdm.exe, 2001
  • 7Information technology-Database languages-SQL Multimedia and Application Packages-Part 6:Data Mining.[FCD=Final Committee Draft for ballot][S].(ISO/IEC)FCD 13249-6,http://www.sq199.org
  • 8M Hornick.Java Specification Request 73:Java Data Mining(JDM).Version 0.91 ,Public Review Draft Nov,http ://jcp.org/jsr/datail/73.jsp, 2002
  • 9R Grossman,S Bailey et al.The Management and Mining of Multiple Predictive Models Using the Predictive Modeling Markup Language(PMML)[C].In :AFCEA'99,1999
  • 10[1]Carter, C.L., Hamilton, H.J. Efficient attribute-oriented algorithms for knowledge discovery from large databases. IEEE Transactions on Knowledge and Data Engineering, 1998,10(2):193~208.

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