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» Visualizing and Discovering Web Navigational Patterns
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ADC
2005
Springer
183views Database» more  ADC 2005»
13 years 11 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 ...
UM
2005
Springer
13 years 11 months ago
Task-Oriented Web User Modeling for Recommendation
Abstract. We propose an approach for modeling the navigational behavior of Web users based on task-level patterns. The discovered “tasks” are characterized probabilistically as...
Xin Jin, Yanzan Zhou, Bamshad Mobasher
KDD
2000
ACM
117views Data Mining» more  KDD 2000»
13 years 9 months ago
Visualization of navigation patterns on a Web site using model-based clustering
Igor V. Cadez, David Heckerman, Christopher Meek, ...
MMM
2007
Springer
105views Multimedia» more  MMM 2007»
13 years 11 months ago
Discovering User Information Goals with Semantic Website Media Modeling
In this work we present an approach to capture the total semantics in multimedia-multimodal web pages. Our research improves upon the state-ofthe-art with two key features: (1) cap...
Bibek Dev Bhattarai, Mike Wong, Rahul Singh
ITSE
2010
115views more  ITSE 2010»
13 years 6 days ago
Social navigation in web lectures: a study of virtPresenter
Social Navigation is an emerging approach to enhance online learning content. With social navigation, users can be guided through large volumes of learning material by visual cues...
Robert Mertens, Markus Ketterl, Peter Brusilovsky