序列模式挖掘研究与发展

Research and Development of Sequential Pattern Mining(SPM)

序列模式挖掘是数据挖掘的一个重要研究课题,它在很多领域中都有着广泛的应用。首先讨论了序列模式挖掘的相关背景,然后对序列模式挖掘进行分类,并在此基础上对每一类序列模式挖掘算法的特点进行了介绍和比较;最后,对序列模式挖掘未来的研究重点进行展望,以便研究者对序列模式挖掘做进一步的研究。

Sequential pattern mining （SPM） is an important research subject of data mining,and used widely in many application fields. This paper firstly discussed background of sequential pattern minging, then classified it, and intro-duced as well as compared the features of sequential pattern minging algorithms based on the classification. Finally, discussed the future research on this field so that researchers can do further study.