A fast algorithm for mining sequential patterns from large databases

CASISD OpenIR > 中国科学院科技政策与管理科学研究所(1985年6月-2015年12月)

	A fast algorithm for mining sequential patterns from large databases
	Chen, N; Chen, A; Zhou, LX; Liu, L
发表期刊	JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY
关键词	Data Mining Knowledge Discovery Sequential Pattern Set Operation
摘要	Mining sequential patterns from large databases has been recognized by many researchers as an attractive task of data mining and knowledge discovery. Previous algorithms scan the databases for many times, which is often unendurable due to the very large amount of databases. In this paper, the authors introduce an effective algorithm for mining sequential patterns from large databases. In the algorithm, the original database is not used at all for counting the support of sequences after the first pass. Rather, a tidlist; structure generated in the previous pass is employed for the purpose based on set intersection operations, avoiding the multiple scans of the databases.
	2001
卷号	16 期号:4 页码:12,359-370
ISSN	1000-9000
学科领域	Computer Science ; Software Engineering ; Hardware & Architecture ; Computer Science
收录类别	SCI
语种	英语
WOS记录号	WOS:000170049900006
引用统计	被引频次：1[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.casisd.cn/handle/190111/5351
专题	中国科学院科技政策与管理科学研究所(1985年6月-2015年12月)
推荐引用方式 GB/T 7714	Chen, N,Chen, A,Zhou, LX,et al. A fast algorithm for mining sequential patterns from large databases[J]. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY,2001,16(4):12,359-370.
APA	Chen, N,Chen, A,Zhou, LX,&Liu, L.(2001).A fast algorithm for mining sequential patterns from large databases.JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY,16(4),12,359-370.
MLA	Chen, N,et al."A fast algorithm for mining sequential patterns from large databases".JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY 16.4(2001):12,359-370.

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