基于形式概念分析的概念层次语义研究

Z. Shi, Yan-xia Jin
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引用次数: 1

摘要

概念层次语义可以显示数据库系统中属性之间的映射层次关系。形式概念分析(FCA)是一种基于形式概念和概念层次进行分析的数学工具,能够表达形式概念之间的泛化和专门化关系。本文首先将FCA理论引入到数据库系统中概念层次语义的研究中,利用属性的偏序关系作为概念层次语义生成的形式化规则。讨论了通过属性概念的意图构造属性偏序关系结构以获得概念层次语义的研究理论基础和实现方法。实验结果表明,该方法是有效的。
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Research on semantics of concept hierarchy based on Formal Concept Analysis
The semantics of concept hierarchy can show mapping hierarchy relations among attributes in Database System. The Formal Concept Analysis (FCA) is a mathematical tool for analysis based on formal concept and concept hierarchy and can express generalization and specialization relations among formal concepts. In this paper the theories of FCA are introduced into the research of semantics of concept hierarchy in database system firstly and partial order relations of attributes can be used as formal rules for generating semantics of concept hierarchy. The theory foundation of research and realized method that can construct structure of partial order relations of attributes which can obtain semantics of concept hierarchy through intent of attribute concept are discussed. The experimental process shows that this method is effective.
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