| 基于知识智能查询的通用数据挖掘系统研究 |
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| 引用本文： | 蔡湘,徐东平,赵玉伟.基于知识智能查询的通用数据挖掘系统研究[J].计算机工程与设计,2006,27(8):1382-1384,1388. |
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| 作者姓名： | 蔡湘 徐东平 赵玉伟 |
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| 作者单位： | 武汉理工大学,计算机科学与技术学院,湖北,武汉,430063 |
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| 摘 要： | 介绍了一个通用的、可扩展的、开放的数据挖掘系统（data mining system,DMS）框架.该框架能不依赖于某个具体的DB软件,方便地与数据仓库集成;而且在此框架下,DMS的数据源可以是数据仓库、多维数据库或数据挖掘数据库;通过采用面向知识的智能查询语言,DMS可以屏蔽不同数据源的差异;用户也可以使用这种简单易操作的语言进行数据挖掘,并以此为基础进行决策分析,从而使DMS达到良好的通用性.
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| 关 键 词： | 数据挖掘 数据仓库 智能查询 数据库 知识智能查询 |
| 文章编号： | 1000-7024（2006）08-1382-03 |
| 收稿时间： | 2005-02-18 |
| 修稿时间： | 2005-02-18 |
Research of general data mining system based on knowledge intelligent query |
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| CAI Xiang,XU Dong-ping,ZHAO Yu-wei.Research of general data mining system based on knowledge intelligent query[J].Computer Engineering and Design,2006,27(8):1382-1384,1388. |
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| Authors: | CAI Xiang XU Dong-ping ZHAO Yu-wei |
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| Affiliation: | College of Computer Science and Technology, Wuhan University of Technology, Wuhan 430063, China |
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| Abstract: | A general,extendable and opening data mining system(DMS) is introduced.It is integrated with data warehouse(DW) expediently,not relying on specific DB software.Under this structure,the data resource of DMS could be DW,multiple database or DM database.By using a knowledge-based intelligent query language,DMS could mask the difference of various data sources.Users could also take advantage of this simple and easy-to-operate language to do data mining,and on this basis to make decision analysis,which make the DMS achieve a good generality. |
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| Keywords: | data mining data warehouse intelligent query database knowledge-based intelligent query |
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