Paper Info
Title
Could a dialog save your life?: analyzing the effects of speech interaction strategies while driving
Abstract
We describe a controlled Wizard-of-Oz study using a medium-fidelity driving simulator investigating how a guided dialog strategy performs when compared to open dialog while driving, with respect to the cognitive loading these strategies impose on the driver. Through our analysis of driving performance logs, speech data, NASA-TLX questionnaires, and bio-signals (heart rate and EEG) we found the secondary speech task to have a measurable adverse effect on driving performance, and that guided dialog is less cognitively demanding in dual-task (driving plus speech interaction) conditions. The driving performance logs and heart rate variability information proved useful for identifying cognitively challenging situations while driving. These could provide important information to an in-car dialog management system that could take into account the driver's cognitive resources to provide safer speech-based interaction by adapting the dialog.
Year
DOI
Venue
2011
10.1145/2070481.2070506
ICMI
Keywords
Field
DocType
speech interaction strategy,dialog strategy,speech data,medium-fidelity driving simulator,speech interaction,in-car dialog management system,driving performance log,cognitive resource,cognitively challenging situation,performance log,secondary speech task,heart rate variability,adverse effect,cognitive load,management system
Dialog box,Cognitive resource theory,Driving simulator,Computer science,Speech interaction,SAFER,Speech recognition,Human–computer interaction,Dialog management,Cognitive load,Cognition
Conference
Citations 
PageRank 
References 
2
0.40
16
Authors
2
Name
Order
Citations
PageRank
Akos Vetek1978.44
Saija Lemmelä2272.35