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author:

Guo, JK (Guo, JK.) [1] | Ruan, BJ (Ruan, BJ.) [2] | Cheng, ZP (Cheng, ZP.) [3] | Su, FZ (Su, FZ.) [4] | Wang, YQ (Wang, YQ.) [5] | Deng, XB (Deng, XB.) [6] | Shang, N (Shang, N.) [7] | Zhu, YY (Zhu, YY.) [8]

Indexed by:

CPCI-S SCIE

Abstract:

This paper proposes a new algorithm, called TAM-WAP(the shorthand for Top-down Algorithm for Mining Web Access Patterns), to mine interesting WAP from Web logs. TAM-WAP searches the P-tree database in the top-down manner to mine WAR By selectively building intermediate data according to the features of current area to be mined, it can avoid stubbornly building intermediate data for each step of mining process. The experiments for both real data and artificial data show that our algorithm outperforms conventional methods.

Keyword:

P-tree database sequential mining web access pattern web mining web usage mining

Community:

  • [ 1 ] Fudan Univ, Dept Comp Sci, Shanghai 200433, Peoples R China
  • [ 2 ] Fuzhou Univ, Dept Comp Sci, Fuzhou 350002, Peoples R China

Reprint 's Address:

  • [Guo, JK]Fudan Univ, Dept Comp Sci, Shanghai 200433, Peoples R China

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Source :

ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS

ISSN: 0302-9743

Year: 2005

Volume: 3518

Page: 838-843

0 . 4 0 2

JCR@2005

0 . 4 0 2

JCR@2005

JCR Journal Grade:4

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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