Publication

Towards a Cognitive Load Aware Multimodal Dialogue Framework for the Automotive Domain

Robert Neßelrath

In: Proceedings of the 9th International Conference on Intelligent Environments (IE). International Conference on Intelligent Environments (IE-13) July 18-19 Athen Greece IEEE 2013.

Abstract

A significant aim in developing multimodal HCI for the automotive domain is to keep driver’s distraction low. However, the measurement of the cognitive load is difficult and inaccurate but an approach to predict the effect of dialogue and presentation strategies on this is promising. In this paper we discuss cognitive load in theory and related work, and identify dialogue system components that play a role for monitoring and reducing driver’s distraction. Subsequently we introduce a dialogue system framework architecture that supports cognitive load prediction and situation-dependent decision making & manipulation of the HCI.

Projekte

paper54_robert_nesselrath.pdf (pdf, 431 KB)

German Research Center for Artificial Intelligence
Deutsches Forschungszentrum für Künstliche Intelligenz