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以互信息为度量的一种规则可视化

谢霖铨 章恩

计算机工程与应用Issue(17):146-149,4.
计算机工程与应用Issue(17):146-149,4.DOI:10.3778/j.issn.1002-8331.1311-0454

以互信息为度量的一种规则可视化

Rules visualization based on metric of mutual information

谢霖铨 1章恩1

作者信息

  • 1. 江西理工大学 理学院,江西 赣州 341000
  • 折叠

摘要

Abstract

The concept lattice is an effective tool for knowledge discovering and knowledge processing, which has been successfully applied in many fields. However, lattice constructions with reduction operation are mostly based on mini-mum support and degree of confidence. At the same time, the degree of confidence is used to extract rules. This paper pro-poses the Hasse diagram with strong association which is constructed by the mutual information of information theory, and extracts rules by mutual information.

关键词

强关联规则/概念格/互信息/规则提取/数据挖据

Key words

strong association rules/concept lattice/mutual information/rule extraction/data mining

分类

信息技术与安全科学

引用本文复制引用

谢霖铨,章恩..以互信息为度量的一种规则可视化[J].计算机工程与应用,2014,(17):146-149,4.

基金项目

国家自然科学基金(No.61364015)。 ()

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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