Web Intelligence, IEEE / WIC / ACM International Conference on (2005)
Compi?gne University of Technology, France
Sept. 19, 2005 to Sept. 22, 2005
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/WI.2005.139
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 , 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.