Thomas pointed me on this interesting thesis. It is not actually dealing with the same research question as mine but I proposed a smart methdology to analyse data collected from the interaction between a player and a video game: contextual analyses, automatic analyses of locomotion, what is an atomic behavior, how can a strategy be decomposed into behavioral patterns...