DocumentCode
566614
Title
An efficient algorithm for Web Transaction Pattern Mining
Author
Tao, Zaiping
Author_Institution
Inf. Technol. Dept., Zhejiang Financial Coll., Hangzhou, China
Volume
2
fYear
2012
fDate
24-26 April 2012
Firstpage
613
Lastpage
616
Abstract
In this paper, a new web transaction pattern mining algorithm called WTPM is introduced, which is based on pattern-growth framework. Different prune methods are adopted to increase the mining speed and accuracy, taking advantage of the web site structure to optimize the algorithm. The experimental results show that the algorithm WTPM is effective and efficient. In addition, it has good scalability.
Keywords
Databases; Design automation; Data mining; Web transaction pattern; Web traversal pattern; pattern-growth framework;
fLanguage
English
Publisher
ieee
Conference_Titel
Computing Technology and Information Management (ICCM), 2012 8th International Conference on
Conference_Location
Seoul, Korea (South)
Print_ISBN
978-1-4673-0893-9
Type
conf
Filename
6268572
Link To Document