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一种近似概念格及其在知识发现中的应用研究

马月坤 黄东欢

计算机应用研究2017,Vol.34Issue(10):2919-2923,5.
计算机应用研究2017,Vol.34Issue(10):2919-2923,5.DOI:10.3969/j.issn.1001-3695.2017.10.009

一种近似概念格及其在知识发现中的应用研究

Research on approximate concept lattice and its application in knowledge discovery

马月坤 1黄东欢1

作者信息

  • 1. 华北理工大学信息工程学院,河北唐山063009
  • 折叠

摘要

Abstract

Aiming at the problem that the classic concept lattice was limited in incomplete information and it couldn't acquire knowledge of association rules in missing-value context very well,this paper proposed an approximate concept lattice about parameter of tau to solve the problem of knowledge discovery,extracted by association rules with incomplete information.In the background of lower approximate formal context,it built the approximate concept lattice about parameter of tau based on the thought of interval concept lattice.This paper described the construction of approximate concept lattice about parameter of tau and the extraction process of association rules in detail,and acquired the association knowledge rules with higher accuracy and credibility.It could verify the feasibility and effectiveness of that method by case analysis and comparison with two solution strategies of lower and upper approximate concept lattice.

关键词

形式概念分析/概念格/不完备信息/知识发现

Key words

formal concept analysis/concept lattice/incomplete information/knowledge discovery

分类

信息技术与安全科学

引用本文复制引用

马月坤,黄东欢..一种近似概念格及其在知识发现中的应用研究[J].计算机应用研究,2017,34(10):2919-2923,5.

基金项目

河北省科技支撑计划资助项目(15210110D) (15210110D)

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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