Nowadays when users navigate in internet they find lots of types of communication scattered across diverse sites. Due to the lack of users’ interests in advertisements, primarily caused by not matching their preferences, today’s advertisements have a low rate of success. Recently, owing to semantic web generation, some companies started to use personalized marketing in communication as a way to turn the conversions around and thus increase customer retention and loyalty. As a matter of fact, the retention and loyalty stages on the internet are, on average, the least crafted of the whole cycle. The customers’ conception of one-to-one marketing is quite ambiguous as they conceive that they need to be more efficient while shopping online but a...