In this paper we used extrinsic evaluations to provide evidence for the utility of a new system design involving the complex task of user affect detection, prior to undertaking an expensive and timeconsuming evaluation of an affect-adaptive system with real users.
we first presented a novel model for automatically detecting user disengagement in spoken dialogue systems.