In the past few years, online services have become the most important tools for the interaction between people. New technologies allow instant communication with anyone in the world, anytime. The Web is full of new social applications for communication that are powerful and world–changing. This new age of social systems on the web governed by both computational and social processes is growing and evolving quickly. It is mandatory to strengthen the cooperation between the Web and the AI researchers to build together smarter systems with the aim of amplifying the capabilities of the people while on the social networks. This paper is about the definition of a Web platform for discussion and consensus achievement where humans and machines interact together. Thus, the document aims to demonstrate how an environment where AI and users who share information may enrich all partners and how current Web mining capabilities can be enhanced from a social perspective.