Research on Algorithms for Association Rules Mining Based on FP-tre

摘要：

Technology of frequent pattern tree is presented in the paper. This paper analyzes the defect and limitation of algorithm based on classic frequent pattern of association rules. Then based on KDD* model this article implement an association rules algorithms based on IFP-tree. The middle results and finally frequent patterns of the algorithm are stored on database. The algorithm in build IFP-tree and speed of mining frequent patterns has certain improvement. Finally, the experiments reports in the paper confirmed that IFP-tree algorithm if effective and reliable for mining association rules.

关键词： Data mining Association rules frequent patterns

作者: Zhun Zhou Bingru Yang Yunfeng Zhao Wei Hou

作者单位: School of Information Engineering University of Science and Technology Beijing 100083 Beijing

会议类型: 国际会议

会议名称: The 2nd International Symposium on Systems and Control in Aeronautics and Astronautics(第二届航空航天系统与控制国际会议 ISSCAA 2008)

会议地点: 深圳

会议语种:英文

页码: 101-105

在线出版日期: 2008-12-10（万方平台首次上网日期，不代表论文的发表时间）