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» Effective Prediction of Web User Behaviour with User-Level M...
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WIDM
2005
ACM
13 years 11 months ago
Web path recommendations based on page ranking and Markov models
Markov models have been widely used for modelling users' navigational behaviour in the Web graph, using the transitional probabilities between web pages, as recorded in the w...
Magdalini Eirinaki, Michalis Vazirgiannis, Dimitri...
WWW
2009
ACM
14 years 6 months ago
Scrolling behaviour with single- and multi-column layout
The standard layout model used by web browsers is to lay text out in a vertical scroll using a single column. The horizontal-scroll layout model--in which text is laid out in colu...
Cameron Braganza, Kim Marriott, Peter Moulder, Mic...
WEBNET
2000
13 years 7 months ago
Models for User Access Patterns on the Web: Semantic Content versus Access History
: This work focuses on clustering a site into groups of documents that are predictive of future user accesses. Two approaches have been developed and tested. The first approach use...
Arun Ross, Charles B. Owen, Aditya Vailaya
MMM
2007
Springer
105views Multimedia» more  MMM 2007»
14 years 13 days 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
WWW
2007
ACM
14 years 6 months ago
Demographic prediction based on user's browsing behavior
Demographic information plays an important role in personalized web applications. However, it is usually not easy to obtain this kind of personal data such as age and gender. In t...
Jian Hu, Hua-Jun Zeng, Hua Li, Cheng Niu, Zheng Ch...