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Looking into the growth of information in the web it is a very tediousprocess of getting the exact information the user is looking for. Many searchengines generate user profile related data listing. This paper involves onesuch process where the rating is given to the link that the user is clickingon. Rather than avoiding the uninterested links both interested links and theuninterested links are listed. But sorted according to the weightings given toeach link by the number of visit made by the particular user and the amount oftime spent on the particular link.

Efficient Personalized Web Mining: Utilizing The Most Utilized Data