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» Adaptive Web Sites by Web Usage Mining
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ECIS
2003
15 years 1 months ago
A session-based empirical investigation of web usage
This paper reports the results of a study of Web usage of 139 users over a 8 month period of time. It uses a longitudinal Web log analysis of the URLs accessed during 33916 user-d...
Mario Christ, Steffan Baron, Ramayya Krishnan, Dan...
WWW
2004
ACM
16 years 11 days ago
Visual web mining
Analysis of web site usage data involves two significant challenges: firstly the volume of data, arising from the growth of the web, and secondly, the structural complexity of web...
Amir H. Youssefi, David J. Duke, Mohammed Javeed Z...
KDD
2002
ACM
136views Data Mining» more  KDD 2002»
16 years 3 days ago
Relational Markov models and their application to adaptive web navigation
Relational Markov models (RMMs) are a generalization of Markov models where states can be of different types, with each type described by a different set of variables. The domain ...
Corin R. Anderson, Pedro Domingos, Daniel S. Weld
PKDD
2000
Springer
99views Data Mining» more  PKDD 2000»
15 years 3 months ago
Web Usage Mining: How to Efficiently Manage New Transactions and New Clients
Florent Masseglia, Pascal Poncelet, Maguelonne Tei...
ICPR
2008
IEEE
15 years 6 months ago
A new clustering approach based on graph partitioning for navigation patterns mining
We present a study of the web based user navigation patterns mining and propose a novel approach for clustering of user navigation patterns. The approach is based on the graph par...
Mehrdad Jalali, Norwati Mustapha, Ali Mamat, Nasir...