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CDMS:一个新颖的数据挖掘原型系统

CDMS:A Novel Data Mining Prototype System

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【作者】 盛梅红胡大斌金澈清周傲英

【机构】 复旦大学计算机科学与工程系上海宝信软件有限公司

【摘要】 <正>1引言随着信息技术在企业中的普遍应用,不少企业积累了海量电子数据,如客户资料和销售报表等。如何从海量数据中挖掘知识,进而为企业管理人员的科学决策提供依据,成为迫切的课题。商务智能以数据仓库、联机分析处理、数据挖掘为技术基

【Abstract】 With the informationization process of Chinese government and enterprises,Business Intelligence technique has become a key element to improve informationization and enhance the enterprises’ competitive abilities.Up to now,a lot of companies at home and abroad have developed Business Intelligence Software,such as SAS,SPSS and so on.But the products of overseas companies are expensive,and they are difficult to use;the ones of domestic companies have fewer functions and they are not mature enough.This paper introduces a novel Data Mining prototype system:CDMS(CWM-based Data Mining System)which is designed and implemented by us.CDMS is based on metadata management.CDMS combines the two world-wide used standards.CWM and PMML.Thus supply a platform to interchange metadata between different systems.CDMS integrated data mining and ETL,supply statistics function,use a visible flow method to describe a Business Intelligence task.It is easy to use.

【Key words】 Data miningMeta data managementCWM.PMML
  • 【会议录名称】 第二十二届中国数据库学术会议论文集(技术报告篇)
  • 【会议名称】第二十二届中国数据库学术会议
  • 【会议时间】2005-08-19
  • 【会议地点】中国内蒙古呼和浩特
  • 【分类号】TP311.13
  • 【主办单位】中国计算机学会数据库专业委员会
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