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一种基于模糊概念相似度的模糊本体构建方法

李鹏 刘胜全 刘艳 张华楠 刘华鹏

计算机工程与应用Issue(13):142-146,5.
计算机工程与应用Issue(13):142-146,5.DOI:10.3778/j.issn.1002-8331.1207-0464

一种基于模糊概念相似度的模糊本体构建方法

Construction method of fuzzy ontology based on fuzzy concept similarity

李鹏 1刘胜全 1刘艳 2张华楠 1刘华鹏1

作者信息

  • 1. 新疆大学 信息科学与工程学院,乌鲁木齐 830046
  • 2. 新疆大学 现代教育技术中心,乌鲁木齐 830046
  • 折叠

摘要

Abstract

This paper researches a construction method of fuzzy ontology based on the fuzzy concept similarity. Firstly, the paper gives fuzzy formal concept analysis of the target data source to build a fuzzy concept lattice, then generates the fuzzy concept cluster with the concept cluster algorithm which based on the fuzzy conceptual similarity, and finally mapping to get the fuzzy ontology. This method has a comprehensive measure of the fuzzy concept similarity of connotation and denotation, and adding the weight factor to enhanced the fuzzy clustering adjustability. At last, the examples demonstrate the feasibility and effectiveness of the method.

关键词

模糊概念相似度/模糊本体/概念聚类/构建方法

Key words

fuzzy concept similarity/fuzzy ontology/concept cluster/construction method

分类

信息技术与安全科学

引用本文复制引用

李鹏,刘胜全,刘艳,张华楠,刘华鹏..一种基于模糊概念相似度的模糊本体构建方法[J].计算机工程与应用,2014,(13):142-146,5.

基金项目

新疆维吾尔自治区科技攻关项目(No.200931103);新疆大学自然科学基金(No.XY110121)。 ()

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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