Prediction of Users' Future Requests Using Neural Network

Provided by: Growing Science
Topic: Data Management
Format: PDF
With the rapid growth of the World Wide Web, finding useful information from the Internet has become a critical issue. Automatic classification of user navigation patterns provides a useful tool to solve these problems. In this paper, the authors propose an approach for classification of users' navigation patterns and prediction of users' future requests. Users' profiles are constructed based on Web log server files and one of clustering methods is implemented to users' profiles for assigning navigation patterns.

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