Recommendation System (RS) is the tool, which helps to find interesting and relevant items or products. With the dawn of social network and its attractiveness, people are interested to share their experience, such as rating, reviews, etc. which helps to recommend the items of user interest. The potential growth of the internet results the use of social networks such as Facebook, Twitter, linked...