关联规则研究综述

A survey on the research of association rules

关联规则挖掘是近年来数据挖掘研究中一个相当活跃的领域.本文给出了关联规则及相关术语的定义,对关联规则挖掘中的频繁模式、频繁闭模式、最大频繁模式、并行/分布式挖掘及增量挖掘算法作了简单评述,着重介绍了近三年来发表的一些新算法,并对未来的发展趋势进行了预测和展望.

Association rules mining is quite an active field in the research of data mining in recent years. In this paper,it is presented that the definitions of association rule and relative terms, and simply surveyed that the algorithms of frequent patterns mining,frequent close patterns mining,max frequent patterns mining,parallel/distributed mining and incremental mining. It is mainly introduced the algorithms that is presented in last three years,and it is given the prediction and expectation of the developing trends in the near future.