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This paper presents a method to classify the web user's navigation patterns automatically. The proposed model of this paper classifies user's navigation patterns and predicts his/her upcoming requirements. To create users' profile, a new method is introduced by recording user's settings active and user's similarity measurement with neighboring users. The proposed model is capable of creating the profile implicitly. Besides, it updates the profile based on created changes. In fact, we try todoi:10.5267/j.msl.2013.03.010 fatcat:gpzbxbb5yrcs3pjorspe2dlpp4