In-vehicle agent paper

As part of my PhD-studies into user interaction with semi-autonomous systems, we conducted a small survey-based, experimental study comparing participant reactions to different interactions between an in-vehicle agent and a driver. I’ll be presenting the first part of our in-vehicle agent studies at the Workshop on Human Aspects of Ambient Intelligence (HAI) at the Int. Conference on Intelligent Agent Technology in Sydney, early December.

Abstract:

    In-vehicle agents can potentially avert dangerous driving situations by adapting to the driver, context and traffic conditions. However, perceptions of system autonomy, the way an agent offers assistance, driving contexts and users’ personality traits can all affect acceptance and trust. This paper reports on a survey-based experiment (N=100) that further investigates how these factors affect attitudes. The 2×2, between-subject, video-based design varied driving context (high, low density traffic) and type of agent (providing information, providing instructions). Both type of agent and traffic context affected attitudes towards the agent, with attitudes being most positive towards the instructive agent in a light traffic context. Participants scoring high on locus of control reported a higher intent to follow-up on the agent’s instructions. Driving-related anxiety and aggression increased perceived urgency of the video scenario.


As soon as the online proceedings are available, I’ll post the link to the full paper.