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» From user-centric web traffic data to usage data
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IICAI
2003
14 years 11 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...
AIIA
2003
Springer
15 years 3 months ago
Preprocessing and Mining Web Log Data for Web Personalization
We describe the web usage mining activities of an on-going project, called ClickWorld3 , that aims at extracting models of the navigational behaviour of a web site users. The model...
Miriam Baglioni, U. Ferrara, Andrea Romei, Salvato...
GECCO
2003
Springer
322views Optimization» more  GECCO 2003»
15 years 3 months ago
AntClust: Ant Clustering and Web Usage Mining
Abstract. In this paper, we propose a new ant-based clustering algorithm called AntClust. It is inspired from the chemical recognition system of ants. In this system, the continuou...
Nicolas Labroche, Nicolas Monmarché, Gilles...
SEKE
2005
Springer
15 years 3 months ago
Recovering Individual Accessing Behaviour from Web Logs
In this paper, we present a new view on the data preparation in web usage mining. We concentrate on recovering individual usage behaviour from accessing records on web site. We de...
Long Wang 0002, Christoph Meinel
ADC
2006
Springer
188views Database» more  ADC 2006»
15 years 3 months ago
Discovering task-oriented usage pattern for web recommendation
Web transaction data usually convey user task-oriented behaviour pattern. Web usage mining technique is able to capture such informative knowledge about user task pattern from usa...
Guandong Xu, Yanchun Zhang, Xiaofang Zhou