Tutors must maintain a delicate balance allowing students to do as much of the work as possible and to maintain a feeling of control, while providing students with enough guidance to keep them from becoming too frustrated or confused. In this paper, we describe our work in progress on de ning a model of initiative and automatically detecting where initiative should shift in tutorial dialogue
