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» Automatic personalization based on Web usage mining
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129
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ESWA
2008
292views more  ESWA 2008»
15 years 2 months ago
Web mining based on Growing Hierarchical Self-Organizing Maps: Analysis of a real citizen web portal
This work is focused on the usage analysis of a citizen web portal, Infoville XXI (http://www.infoville.es) by means of Self-Organizing Maps (SOM). In this paper, a variant of the...
Antonio Soriano-Asensi, José David Mart&iac...
146
Voted
ICDM
2010
IEEE
205views Data Mining» more  ICDM 2010»
15 years 18 days ago
Knowledge File System -- A Principled Approach to Personal Information Management
The Knowledge File System (KFS) is a smart virtual file system that sits between the operating system and the file system. Its primary functionality is to automatically organize fi...
Kuiyu Chang, I. Wayan Tresna Perdana, Bramandia Ra...
141
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ADC
2006
Springer
188views Database» more  ADC 2006»
15 years 8 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
136
Voted
APWEB
2005
Springer
15 years 8 months ago
Using Probabilistic Latent Semantic Analysis for Personalized Web Search
Web users use search engine to find useful information on the Internet. However current web search engines return answer to a query independent of specific user information need. S...
Chenxi Lin, Gui-Rong Xue, Hua-Jun Zeng, Yong Yu
115
Voted
ICDE
2007
IEEE
142views Database» more  ICDE 2007»
15 years 9 months ago
An Automatic Page Link Generation Method based on Users' Behavior
In this paper, we propose a novel method for generating personalized page links. The page links which are generated by our proposed method are useful if users look for web pages r...
Yu Suzuki, Keigo Nakatani, Kyoji Kawagoe