Design and implementation of commerce data mining system based on Rough Set theory

被引：2
|
作者：
Xiang, Y [1 ]
Wu, WY [1 ]
Mao, HR [1 ]
Song, QW [1 ]
机构：
[1] Tongji Univ, Shanghai 200092, Peoples R China
来源：
ICEBE 2005: IEEE INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING, PROCEEDINGS | 2005年
关键词：
D O I：
10.1109/ICEBE.2005.50
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
On the basis of analyzing characters of commercial data and Rough Set, this paper proposes a data mining system using Rough Set, and presents detailed design and implementation. The novel commercial data mining system presented in this paper include three parts: data preparation, data preprocessing, mining and evaluation. During the design and implementation of three levels, this paper presents several novel algorithms using rough set. These algorithms can accelerate data mining process and improve quality of data mining. Finally, the paper tests the result of research and algorithm through an instance.
引用
收藏
页码：258 / 265
页数：8
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