Prediction of User's Web-Browsing Behavior: Application of Markov Model

@article{Awad2012PredictionOU,
  title={Prediction of User's Web-Browsing Behavior: Application of Markov Model},
  author={Mamoun A. Awad and Issa M. Khalil},
  journal={IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)},
  year={2012},
  volume={42},
  pages={1131-1142}
}
Web prediction is a classification problem in which we attempt to predict the next set of Web pages that a user may visit based on the knowledge of the previously visited pages. Predicting user's behavior while serving the Internet can be applied effectively in various critical applications. Such application has traditional tradeoffs between modeling complexity and prediction accuracy. In this paper, we analyze and study Markov model and all- Kth Markov model in Web prediction. We propose a new… CONTINUE READING
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