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Web Intelligence, IEEE / WIC / ACM International Conference on (2005)
Compi?gne University of Technology, France
Sept. 19, 2005 to Sept. 22, 2005
ISBN: 0-7695-2415-X
pp: 124-127
Marcin Sydow , Polish-Japanese Institute of Information Technology
<p>In this paper we try to experimentally check if it is possible to predict Web traffic data using only link analysis data. It is a natural continuation of [4], where correlations between link analysis and traffic data were measured. A perceptron is applied as an intelligent prediction module. The general conclusion is negative, i.e. dependencies mentioned above are too weak or too complex to be grasped by a perceptron. We also report some succesful results concerning dependencies inside link analysis and inside traffic data.</p> <p>All the experiments are performed on intersection of 20-million sample from Polish Web graph and traffic data concerning 3 million Polish URLs.</p>

M. Sydow, "Studying Dependencies among Web Traffic and Link Analysis Data Using Perceptron," Proceedings. The 2005 IEEE/WIC/ACM International Conference on Web Intelligence(WI), Compiegne, France, 2005, pp. 124-127.
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