摘要
序列模式挖掘是一种应用广泛的数据挖掘任务。为了挖掘出更具代表性的小规模模式集合,提出生成序列模式挖掘概念。本文主要介绍生成序列模式挖掘的研究状况。首先说明生成序列模式挖掘的背景与相关概念;其次介绍并分析其代表性算法;最后对算法作出总结,并给出其未来的研究方向。
Sequential pattern mining is a popular data mining task with wide applications.To discover more representative and fewer patterns,sequential generators mining has been proposed.This paper provided a review of the research of sequential generators mining.Firstly,introduced the background and context.Secondly,introduced and analyzed the most representative algorithm about sequential generators mining.Finally,summarized those algorithms and discussed some future research trends concerning this area.
作者
满欣
陈华辉
MAN Xin;CHEN Hua-hui(Faculty of Information Science and Engineering,Ningbo University,Ningbo 315211,China)
出处
《无线通信技术》
2018年第4期7-11,16,共6页
Wireless Communication Technology
基金
国家自然科学基金资助项目(61572266)
关键词
序列模式
生成序列
模式挖掘
sequence patterns
sequential generators
pattern mining
