Predicting web users' next access based on log data
R. Sen, and M. Hansen. Journal of Computational Graphics and Statistics, 12 (1):
143-155(2003)
Abstract
this paper, we derive a predictive model for the pages a user will visit, given some portion of their previous browsing history. We restrict our attention to the path a user follows within a single web site. Our study uses data collected from the home pages of the Computing and Mathematical Sciences Research Division, a unit of Bell Laboratories. Its URL is cm.bell-labs.com. Suppose that while visiting this site, a user requests pages x 0 ;::: ;x t in order. Our goal is to predict what will...
%0 Journal Article
%1 sen2003predicting
%A Sen, R.
%A Hansen, M.
%D 2003
%J Journal of Computational Graphics and Statistics
%K diss inthesis photowalking prediction
%N 1
%P 143-155
%T Predicting web users' next access based on log data
%U http://citeseer.ist.psu.edu/sen03predicting.html
%V 12
%X this paper, we derive a predictive model for the pages a user will visit, given some portion of their previous browsing history. We restrict our attention to the path a user follows within a single web site. Our study uses data collected from the home pages of the Computing and Mathematical Sciences Research Division, a unit of Bell Laboratories. Its URL is cm.bell-labs.com. Suppose that while visiting this site, a user requests pages x 0 ;::: ;x t in order. Our goal is to predict what will...
@article{sen2003predicting,
abstract = {this paper, we derive a predictive model for the pages a user will visit, given some portion of their previous browsing history. We restrict our attention to the path a user follows within a single web site. Our study uses data collected from the home pages of the Computing and Mathematical Sciences Research Division, a unit of Bell Laboratories. Its URL is cm.bell-labs.com. Suppose that while visiting this site, a user requests pages x 0 ;::: ;x t in order. Our goal is to predict what will...},
added-at = {2016-09-06T08:25:27.000+0200},
author = {Sen, R. and Hansen, M.},
biburl = {https://www.bibsonomy.org/bibtex/2821c45b4eecdd4d3c486148611195c77/becker},
interhash = {cb033dc5b017846b89e3a5fe085e4aa5},
intrahash = {821c45b4eecdd4d3c486148611195c77},
journal = {Journal of Computational Graphics and Statistics},
keywords = {diss inthesis photowalking prediction},
number = 1,
pages = {143-155},
timestamp = {2017-12-20T17:00:04.000+0100},
title = {Predicting web users' next access based on log data},
url = {http://citeseer.ist.psu.edu/sen03predicting.html},
volume = 12,
year = 2003
}