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ICDM
2005
IEEE
168views Data Mining» more  ICDM 2005»
14 years 2 months ago
Usage-Based PageRank for Web Personalization
Recommendation algorithms aim at proposing “next” pages to a user based on her current visit and the past users’ navigational patterns. In the vast majority of related algor...
Magdalini Eirinaki, Michalis Vazirgiannis
WWW
2005
ACM
14 years 9 months ago
Analysis of multimedia workloads with implications for internet streaming
In this paper, we study the media workload collected from a large number of commercial Web sites hosted by a major ISP and that collected from a large group of home users connecte...
Lei Guo, Songqing Chen, Zhen Xiao, Xiaodong Zhang
WWW
2008
ACM
14 years 9 months ago
User behavior oriented web spam detection
Combating Web spam has become one of the top challenges for Web search engines. State-of-the-art spam detection techniques are usually designed for specific known types of Web spa...
Yiqun Liu, Min Zhang, Shaoping Ma, Liyun Ru
IICAI
2003
13 years 10 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...
ADC
2005
Springer
183views Database» more  ADC 2005»
14 years 2 months ago
Discovering User Access Pattern Based on Probabilistic Latent Factor Model
There has been an increased demand for characterizing user access patterns using web mining techniques since the informative knowledge extracted from web server log files can not ...
Guandong Xu, Yanchun Zhang, Jiangang Ma, Xiaofang ...