A new intelligent algorithm to create a profile for user based on web interactions

Zeinab khademali, Ali Harounabadi, Javad Mirabedini
2013 Management Science Letters  
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 to
more » ... ove the function of recommender engine using user's navigation patterns and clustering. The method is based on user's navigation patterns and is able to present the result of recommender engine based on user's requirement and interest. In addition, this method has the ability to help customize websites, more efficiently.
doi:10.5267/j.msl.2013.03.010 fatcat:gpzbxbb5yrcs3pjorspe2dlpp4