This article points out how social networks have contributed to the evolution of companies. Discusses how collaborative works between people have allowed this growth and demonstrates the importance of extracting the tacit knowledge of these relationships, considering the difficulties of the process by not having any coding for this knowledge. Whereupon, the modeling of a system analysis of conversations, to extract the relevant characteristics of the information being processed there and generating knowledge to users arises LinkedIn network.