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一种基于粗集理论的概念格构造方法

邹先霞 杜威 魏长华

华中师范大学学报(自然科学版)2001,Vol.35Issue(2):146-149,4.
华中师范大学学报(自然科学版)2001,Vol.35Issue(2):146-149,4.

一种基于粗集理论的概念格构造方法

A constructing method of concept lattice based upon rough sets theory

邹先霞 1杜威 2魏长华1

作者信息

  • 1. 华中师范大学计算机科学系人工智能研究所,
  • 2. 广东省司法管理干部学院技术系,
  • 折叠

摘要

Abstract

A concept lattice is an efficient tool for data analysis and rule extraction, but in factual application the data which are wanted to be dealt with are magnanimity, so it results in too much redundancy of extracting rules immediately based upon concept lattice and brings to the waste of the computing space and the computing time of the computer. Rough set theory has the strong competence to deal with data pretreatment and distill the incertitude rules. Consequently, in order to reduce the waste of manpower and material resource, the paper proposed a method which applied rough set to construct the concept lattice, and gave out the goodness and fault of the algorithm.

关键词

概念格/粗集理论/知识约简

分类

信息技术与安全科学

引用本文复制引用

邹先霞,杜威,魏长华..一种基于粗集理论的概念格构造方法[J].华中师范大学学报(自然科学版),2001,35(2):146-149,4.

基金项目

湖北省自然基金资助项目(98J076). ()

华中师范大学学报(自然科学版)

OA北大核心CSCD

1000-1190

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