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基于模糊三支区间集半概念知识提取方法研究

毛华 牛振华 马经泽 张植明 杨兰珍

郑州大学学报(理学版)2024,Vol.56Issue(1):81-87,7.
郑州大学学报(理学版)2024,Vol.56Issue(1):81-87,7.DOI:10.13705/j.issn.1671-6841.2022172

基于模糊三支区间集半概念知识提取方法研究

Research on Knowledge Extraction Method Based on Fuzzy Three-way Interval-set Semiconcept

毛华 1牛振华 2马经泽 2张植明 2杨兰珍2

作者信息

  • 1. 河北大学 数学与信息科学学院 河北 保定 071002||河北省机器学习与计算机智能重点实验室 河北 保定 071002
  • 2. 河北大学 数学与信息科学学院 河北 保定 071002
  • 折叠

摘要

Abstract

In order to solve the problem of only considering the attribute interval-set to the object interval-set,the classical semiconcept theory was introduced into the fuzzy three-way interval-set.For a fuzzy for-mal context,attribute-induced fuzzy interval-set semioperator was defined,which was used to obtain fuzzy AE-interval-set semiconcept.And furthermore,a partial order relation and the correspondent lattice struc-ture were discussed.As a result,an algorithm of searching out all of fuzzy AE-interval-set semiconcepts in a formal context was acquired.Dually,the definition and the correspondent lattice structure of fuzzy OE-interval-set semiconcept were obtained.Meanwhile,an algorithm of searching all of fuzzy OE-inter-val-set semiconcepts was got.The obtained results were helpful to expand the applications of theories of formal concept lattice and interval-set,and also useful for knowledge extraction.

关键词

区间集/经典半概念/模糊集/三支决策

Key words

interval-set/classical semiconcept/fuzzy set/three-way decision

分类

信息技术与安全科学

引用本文复制引用

毛华,牛振华,马经泽,张植明,杨兰珍..基于模糊三支区间集半概念知识提取方法研究[J].郑州大学学报(理学版),2024,56(1):81-87,7.

基金项目

国家自然科学基金项目(61572011). (61572011)

郑州大学学报(理学版)

OA北大核心CSTPCD

1671-6841

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