关联规则数据挖掘与发展趋势研究

Research on Association Rules Data Mining and Developing Direction

论文首先简要地介绍关联规则的概念、基本原理及分类。然后详细地讨论了Apriori算法的基本原理,同时也指出了Apriori算法的一些缺陷。针对这些缺陷提出了解决方法,列举了几种改进算法。最后概述了关联规则数据挖掘的发展趋势。

In this paper, Firsdy,the concept,basic principle and sort of Association Rules are introduced simply.Then, The basic principle of Apriori algorithm is discussed in detail.Some limitations of Apriori algorithm are also presented. Combining solution methods for those limitations,several improved algorithms for Apriori algorithm are enumerated. Finally,developing directions of Mining Association Rules in the future are summarized.