Fast Mining Algorithm of Association Rules Base on Cloud Computing

摘要：

　　There were some problems in traditional mining algorithm of association rules:a lot of candidate item sets and commu nication traffic.Aiming at these problems,this paper proposed a fast mining algorithm ofassocia tion rules based on cloud com puting,namely,FMAAR algorithm.Firstly,the frequent item s were found.Secondly,the FP-tree was created and the frequent item sets were mined by FP-growth algorithm.Finally,the association rules were got by cloud computing.The experimental results suggest that FMAAR algorithm is fast and effective.

关键词： Association rules Frequent itemsets FP-tree FP-growth

作者: Bo He

作者单位: School of Computer Science and Engineering,ChongQing University of Technology,ChongQing,400054,China;Shenzhen Key Laboratory of High Performance Data Mining,Shenzhen,518055,China

会议类型: 国际会议

会议名称: the 2nd International Conference on Electronic & Mechanical Engineering and Information Technology (EMEIT-2012)(2012年电机工程与信息技术国际会议)

会议地点: 沈阳

会议语种:英文

页码: 2209-2212

在线出版日期: 2012-09-26（万方平台首次上网日期，不代表论文的发表时间）