The E-commerce Industry is rising day by day .So for this we need a Efficient E-commerce Recommendation system . So In this Project We Try to make a recommendation system which will recommend the Items to Authors,Publishers and Retailers in such a way so that they will get a personalized Feed back from user reviews. Retailer gets more profit By Understanding the customer and focusing on their purchase pattern.