分布式系统中关联规则挖掘研究

Research on Mining Association Rules in Distributed System

在分布式系统中如何挖掘关联规则是数据挖掘领域研究的一个重要课题 .本文对关联规则分布式挖掘问题进行探讨 ,给出了关联规则分布式挖掘系统DAMINER的体系结构 ,提出了一种基于DAMINER的关联规则分布式挖掘算法ARDM .该算法具有通信代价小和时间开销少等优点 .

Mining association rules in distributed system is an important problem of data mining. This paper introduces a new system DAMINER for mining association rules in distributed system. The architecture of DAMINER is presented. The mining algorithm ARDM based on DAMINER system is discussed in detail. The algorithm has simple time complexity and small communication cost.