Abstract: Recommendation System has become ... Most of the well-known existing models make use of common preference bridge when it comes to transferring preferences for all the users in the system.

In this paper we present a novel recommendation system for e-commerce websites using social network knowledge base that uses certain parameters provided by users viz. age group, gender, location etc.