Sequential Pattern Mining: A Survey on Approaches

R. Boghey, Shailendra Singh
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引用次数: 14

Abstract

Increased application of sequential pattern mining requires a perfect understanding of the problem and the model of existing algorithms. In the last decade, a variety of algorithms and techniques have been developed to deal with the problem of sequential pattern mining. This paper reviews the state-of-the-art progress on methods of identifying sequential pattern from data base. It describes a variety of models for sequential pattern mining task by classifying into two wide categories. the first one is to sequential pattern mining algorithms, which discovered sequential pattern over the static database and other one is to mining of sequential pattern over the incremented or updated database.
顺序模式挖掘:方法综述
增加顺序模式挖掘的应用需要对问题和现有算法的模型有充分的了解。在过去的十年中,已经开发了各种算法和技术来处理顺序模式挖掘问题。本文综述了从数据库中识别序列模式方法的最新进展。它描述了顺序模式挖掘任务的各种模型,分为两大类。一种是顺序模式挖掘算法,在静态数据库上发现顺序模式;另一种是在增量或更新的数据库上挖掘顺序模式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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