Résumé: In this paper we present preliminary work studying the interactions of a community of focussed forum users and their discussions around several television series. We use k-means clustering and a number of novel citation-analysis inspired measures to perform bottom-up role detection on this community of TV fans, and show that these emergent roles correspond well with the positions assigned to users using traditional graph-based measures.