Title :
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
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;
Conference_Titel :
Future Computer and Communication (ICFCC), 2010 2nd International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5821-9
DOI :
10.1109/ICFCC.2010.5497445
