关联规则挖掘综述

Survey of association rule mining

近年来国内外学者对关联规则进行了大量的研究,为深入理解关联规则挖掘技术,掌握其研究现状与发展趋势,首先介绍了关联规则相关定义与分类方法;其次从串行和并行两个角度总结了关联规则挖掘的一般方法,概述并分析了一些典型的关联规则挖掘模式;最后讨论了关联规则挖掘质量改善问题及领域应用。

In recent years,researchers at home and abroad have done much work on association rules. To further understand the technology of association rules and its current research situation and development trend, this paper firstly introduced the definition of association rules and classification methods. Secondly, it concluded the general methods of association rule mining from two angles of serial and parallel, overviewed and analyzed the typical patterns of association rule mining. Finally, it dis- cussed the problem of association rule mining quality improvements and its field application.