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基于属性导出三支面向属性概念格的规则提取

周东海 魏玲 金铭

吉林大学学报(理学版)2026,Vol.64Issue(2):265-274,10.
吉林大学学报(理学版)2026,Vol.64Issue(2):265-274,10.DOI:10.13413/j.cnki.jdxblxb.2025160

基于属性导出三支面向属性概念格的规则提取

Rules Acquisition Based on Attribute-Induced Three-Way Property-Oriented Concept Lattices

周东海 1魏玲 1金铭1

作者信息

  • 1. 西北大学数学学院,西安 710127||西北大学概念、认知与智能研究中心,西安 710127
  • 折叠

摘要

Abstract

Aiming at the rules acquisition for attribute-induced three-way property-oriented concept lattices,by defining weak consistency,we solved the problem of rules acquisition in general formal decision contexts and explored its relationship with property-oriented rules.Firstly,we defined the attribute-induced three-way property-oriented weak consistency and corresponding rules,and gave the relationship between attribute-induced three-way property-oriented weak consistency and property-oriented weak consistency,as well as the inclusion relationship between the two types of attribute rules.Secondly,we demonstrated through examples that the obtained rules using this method are more comprehensive and reasonable.

关键词

形式概念分析/决策形式背景/面向属性概念格/三支概念/规则提取

Key words

formal concept analysis/formal decision context/property-oriented concept lattice/three-way concept/rule acquisition

分类

数理科学

引用本文复制引用

周东海,魏玲,金铭..基于属性导出三支面向属性概念格的规则提取[J].吉林大学学报(理学版),2026,64(2):265-274,10.

基金项目

国家自然科学基金(批准号:12171392)和陕西数理基础科学研究项目(批准号:23JSZ008). (批准号:12171392)

吉林大学学报(理学版)

1671-5489

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