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» Automatic personalization based on Web usage mining
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IICAI
2003
13 years 9 months ago
Web Usage Mining: Extraction, Maintenance and Behaviour Trends
With the growing popularity of the web, large volumes of data are gathered automatically by Web Servers and collected into access log files. Analysis of such files is generally cal...
Pierre-Alain Laur, Maguelonne Teisseire, Pascal Po...
CNSR
2004
IEEE
180views Communications» more  CNSR 2004»
13 years 11 months ago
The Reconstruction of User Sessions from a Server Log Using Improved Time-Oriented Heuristics
Web usage mining plays an important role in the personalization of Web services, adaptation of Web sites, and the improvement of Web server performance. It applies data mining tec...
Jie Zhang, Ali A. Ghorbani
KDD
2005
ACM
153views Data Mining» more  KDD 2005»
14 years 8 months ago
Using retrieval measures to assess similarity in mining dynamic web clickstreams
While scalable data mining methods are expected to cope with massive Web data, coping with evolving trends in noisy data in a continuous fashion, and without any unnecessary stopp...
Olfa Nasraoui, Cesar Cardona, Carlos Rojas
CORR
2004
Springer
218views Education» more  CORR 2004»
13 years 7 months ago
A Dynamic Clustering-Based Markov Model for Web Usage Mining
Markov models have been widely utilized for modelling user web navigation behaviour. In this work we propose a dynamic clustering-based method to increase a Markov model's ac...
José Borges, Mark Levene
INTERNET
2007
57views more  INTERNET 2007»
13 years 7 months ago
Toward Recommendation Based on Ontology-Powered Web-Usage Mining
Rokia Missaoui, Petko Valtchev, Chabane Djeraba, M...