Computer Engineering and Applications ›› 2011, Vol. 47 ›› Issue (15): 138-144.

• 数据库、信号与信息处理 • Previous Articles     Next Articles

Current status and typical application on frequent pattern mining

MA Qingxia1,LI Guangshui1,SUN Mei2   

  1. 1.School of Information Technology,Jinling Institute of Technology,Nanjing 211169,China
    2.School of Business,Jinling Institute of Technology,Nanjing 211169,China
  • Received:1900-01-01 Revised:1900-01-01 Online:2011-05-21 Published:2011-05-21


马青霞1,李广水1,孙 梅2   

  1. 1.金陵科技学院 信息技术学院,南京 211169
    2.金陵科技学院 商学院,南京 211169

Abstract: The research actuality and new progress in frequent pattern mining in recent years are summarized.After analyzing and summarizing on ideas,key technology,advantage and disadvantage for some representative frequent pattern mining algorithms have been done,the typical application is listed.The rule of source materials selected mainly bases on its content whether or not be paid much more attention by others,for showing the developing direction,this paper is classified by distinct subject matter.The above work can give a valuable reference for frequent pattern mining and association rules studying.

Key words: frequent pattern, association rule, data mining

摘要: 对近年来频繁模式的挖掘进行了总结。首先对有代表性的挖掘算法从算法思想、关键技术、算法的优缺点进行了分析概括,此后列举了一些典型频繁模式及关联规则的领域应用。综述内容的选择主要基于某一个研究后续被关注程度,组织过程中力争将相关研究进行归类,以给出其发展概貌。上述工作可以为频繁模式挖掘及关联规则的研究提供有益的参考。

关键词: 频繁模式, 关联规则, 数据挖掘