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基于CWM的数据挖掘服务中心设计 被引量:3

The Design of Data Mining Service Center Based on CWM
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摘要 跨平台的数据挖掘服务具有广阔前景。该文利用Web服务技术和公共数据仓库元数据模型(CWM),设计了一个具有平台无关性的数据挖掘服务中心,为决策支持分析员和技术人员之间架起一座桥梁,面向各种平台客户端和数据仓库环境,实现目前数据挖掘工具缺乏的通用性、灵活性和可重用性。文中介绍了系统架构设计以及关键内容如元数据、CWM、WEB服务技术等。 Data Mining Service without any environment limit has great foreground.Based on the Web Service technolo-gy and the Common Warehouse Meta-Model(CWM),the paper designs a Data Mining Service Center to build a bridge between decision support analyser and technician,which serves all kinds of Client and Data Warehouse environment without any limit,realizes what current Data Mining utility lacks:currency,agility and reusability.This paper describes the structure design and the pivotal technology such as metadata,CWM and WEB service etc.
出处 《计算机工程与应用》 CSCD 北大核心 2004年第32期177-180,共4页 Computer Engineering and Applications
基金 国家自然科学基金资助(编号:60205007) 广东省自然科学基金资助(编号:001264 031558) 广东省科技计划项目资助(编号:2003C50118) 南京大学计算机软件新技术国家重点实验室研究基金资助
关键词 数据挖掘 WEB服务 CWM data mining,Web service,CWM
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参考文献9

  • 1Anca Vaduva, Jürg-Uwe Kietz, Regina Zücker. M4: a metamodel for data preprocessing[C].In:Proceedings of the fourth ACM international workshop on Data warehousing and OLAP,Atlanta,Georgia, USA,2001-09: 85~92
  • 2Object Management Group(OMG).Common Warehouse Meta Model ( CWM ) Specification ( V 1.1 ) .http://www.cwmforum.org/, 2003 -03
  • 3Rawn Shah.Start Here to learn about Web services.http://www-900.ibm.com/ developerW orks /cn / webservices / ws-starthere /index . shtml ,2003 -07
  • 4Object Management Group(OMG).Meta Object Facility(MOF)Specification (V1.4).http://www.cwmforum.org/,2002-04
  • 5Object Management Group(OMG).Common Warehouse Meta Model ( XMI ) Specification ( V 1. 1 ) .http://www.cwmforum.org/, 2003-03
  • 6A Vaduva,K R Dittrich. Metadata management for data warehousing:Between vision and reality[C].In:Intemational Database Engineering & Applications Symposium, IDEAS'OI, Grenoble, France, 2001-07:129~135
  • 7Colin Atkinson,Thomas Kühne.The Role of Metamodeling in MDA [C].In:International Workshop in Software Model Engineering(in conjunction with UML '02),Dresden,Germany,2002-10
  • 8王强,刘东波,王建新.数据仓库元数据标准研究[J].计算机工程,2002,28(12):123-125. 被引量:13
  • 9吴建芹,吴建林,张雷.基于CWM的企业数据仓库体系结构设计[J].计算机工程与应用,2002,38(21):202-204. 被引量:8

二级参考文献10

  • 1[1]Common Warehouse Metamodel(CWM)Specification[S].Volume 1,2
  • 2[2]What is CWM ,Hershel Harris. IBM Corporation,2000
  • 3[3]OMG CWM Industry and Customers[S].Michael Howard,Oracle Corporation, 2000
  • 4[4]Meta Object Facility 1.3 Specification[S]
  • 5[5]OMG Unified Modeling Language(UML)1.3 Specification[S]
  • 6[6]OMG XML Metadata Exchange(XMI)Specification[S]
  • 7[1]David M.Building and Managing the Meta Data Repository:A Full LifeCycle Guide. WILEY,2000
  • 8[2]Metadata Coalition:Metadata Interchange Specification(Vers. 1.1).http://xml.coverpages.org/MDCOIM1 1-pdf. gz, 1998-08
  • 9[3]Object Management Group(OMG).Common Warehouse Meta Model Specification(1.0).JAN, http://www.cwmforum.org/,2000
  • 10[4]Dr D,Chang T.CWM Enablement Showcase:Warehouse Metadata Interchange Made Easy Using CWM. http://www.cwmforum org/

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