DocumentCode
1965423
Title
Parallel Research of Sequential Pattern Data Mining Algorithm
Author
Jinlin, Wang ; Xi, Chen ; Kefa, Zhou ; Wei, Wang
Author_Institution
Xinjiang Inst. of Geogr. & Ecology, Chinese Acad. of Sci., Urumqi
Volume
4
fYear
2008
fDate
12-14 Dec. 2008
Firstpage
348
Lastpage
353
Abstract
Sequential pattern has important applications in many areas and a large number of data and patterns need efficient and scalable parallel algorithm. In light of the widespread problem in current sequential pattern data mining algorithm and on the basis of researching the data mining algorithm of serial sequential pattern, a data mining algorithm of parallel sequential pattern is presented in this paper. Through theoretical analysis and experimental verification, the parallel data mining algorithm can well improve the efficiency of data mining in massive data circumstances.
Keywords
data mining; parallel algorithms; experimental verification; parallel algorithm; sequential pattern data mining algorithm; serial sequential pattern; Aggregates; Algorithm design and analysis; Computer science; Data mining; Databases; Geography; Merchandise; Parallel algorithms; Software algorithms; Software engineering; data mining; frequent sequence aggregate; minimal support; parallel algorithm; sequential pattern;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Software Engineering, 2008 International Conference on
Conference_Location
Wuhan, Hubei
Print_ISBN
978-0-7695-3336-0
Type
conf
DOI
10.1109/CSSE.2008.1077
Filename
4722632
Link To Document