计算机科学 ›› 2012, Vol. 39 ›› Issue (Z11): 204-206.

• 软件工程 • 上一篇    下一篇

一种基于概念格的规则提取方法及其应用

杨霖琳   

  1. (四川师范大学基础教学学院 成都610068)
  • 出版日期:2018-11-16 发布日期:2018-11-16

Rules Extraction Method Based on Concept Lattice and its Application

  • Online:2018-11-16 Published:2018-11-16

摘要: 概念格是规则提取的一种有效工具。在已知一个形式背景的所有概念,而无需知道其格结构的前提下,首先定义了每类样本集合的规则集和普通属性集,然后给出了一个基于普通属性集在冗余的规则集中提取出每类样本集合普通适用的一个产生规则的算法,从而可进一步生成相应规则子集。最后,该方法被应用于无线电C波段信号的规则提取,实验结果证明了该方法的可行性和有效性。

关键词: 概念格,规则提取,规则产生集,数据库知识发现

Abstract: Concept lattice is an effective tool for rules extraction. First, the rule sets and the general attribute sets are defined under the premise of that all the concepts were known and the lattice structure need not be known in a formal context. Then a rule-generating algorithm of universal application is given, which is a rules extraction method for each type of sample set in the redundant rules set based on the general attribute sets. Furthermore, the related rule subsets can be generated. Finally, the method is used in rules extraction of C-band radio signal, and the experimental results show the method is feasible and effective.

Key words: Concept lattice, Rule extraction, Rulcgenerating set, KDD

No related articles found!
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!