This talk was presented at the Doctoral Symposium of RecSys'15. It is a summary of the core part of my PhD research in the last few years. The research revolves around solving the implicit feedback based context-aware recommendation problem with factorization.
Associated paper: http://dl.acm.org/citation.cfm?id=2796543
Details of presented algorithms/methods (public versions available on http://hidasi.eu):