Probabilistic Dialog Management

Modeling user interfaces as dialogs provides a conceptual framework to address global coherence and efficiency of interactions. While non-probabilistic approaches provide convincing results and transparent dialog behavior, probabilistic techniques can help to account for inherent uncertainties in user input. In this paper, we present three patterns for probabilistic dialog management or support thereof.