…o recommendations change user behavior or do they merely shortens the path of an inevitable choice? Essentially, the subject of recommendation reduces to statistical analysis of understanding users, products and their relationship. The goal of the system design should be to reduce the information or data that is useless and irrelevant for effective decision making and to stimulate buying action by the user. The question is, how can we improvise? how can we design a system that can learn to understand the …