Abstract: In this talk I'll present some ideas around using social networks and pattern detection to improve recommender systems (i.e. detecting/predicting trends), which are the main topics I'm exploring for my thesis proposal. The main objective of the talk is to start discussing which of these ideas are feasible/interesting for the purpose of a PhD thesis and gather feedback to choose and explore them further.