MultiMarker propagation — Web log mining algorithms based on weighted matrix cluster

Author

Jiang, Jianguo ; Tan, Zhiwen ; Zhao, Na ; Wang, Zhongxu ; Chen, Xiaoze ; Liu, Chunyan

Author_Institution

Sch. of Comput. Sci. & Technol., Xidian Univ., Xi´´an, China

Volume

2

fYear

2010

fDate

21-24 May 2010

Abstract

Web server log files registered browsing patterns of users, in order to extract users with similar accessing patterns, providing personal service for them. In this paper, a new method of analysis on web log is proposed. A User-URL matrix is created and a weighted matrix is introduced, additionally, a multimarker propagation algorithm based on weighted matrix cluster is proposed. The experiments show that this algorithm has high-performance and reliability to cluster users and pages in web log mining.

Keywords

Web sites; data mining; online front-ends; Web log mining; Web server log file; browsing pattern; multimarker propagation; personal service; user-URL matrix; weighted matrix cluster; Clustering algorithms; Computer science; Data mining; Electronic mail; Information analysis; Internet; Sparse matrices; Topology; Web pages; Web server; Mutlimarker propagation algorithm; users clustering; web log mining; web mining; weighted matrix cluster;

fLanguage

English

Publisher

ieee

Conference_Titel

Future Computer and Communication (ICFCC), 2010 2nd International Conference on

Conference_Location

Wuhan

Print_ISBN

978-1-4244-5821-9

Type

conf

DOI

10.1109/ICFCC.2010.5497445

Filename

5497445