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A CPM-GOMS-model of lane changes on highways

Käthner, David and Ihme, Klas and Jipp, Meike (2016) A CPM-GOMS-model of lane changes on highways. TEAP 2016, 21.-23.Mrz 2016, Heidelberg.

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Abstract

As multitasking in the real world often does, driving a car manually requires an orchestrated effort of motoric, perceptual and cognitive faculties. As Neisser already pointed out with the Perception-Action-Cycle (1967), actions must be described and explained both regarding these faculties and the situative context they are rooted in. Especially highly dynamic environments such as the domain of public traffic require using and integrating manifold data sources. To this end, the Critical Path Model - Goals, Operators, Methods and Selection Rules (CPM-GOMS; John & Gray, 1995) provides a strong methodological and theoretical framework. It allows to understand, explain and predict driver actions regarding their time course as well as in their context. In an explorative study, one female and two male subjects (23-33 years of age) drove a passenger car on a two and a three lane motorway, without receiving explicit instructions. Based on video and vehicle data we modelled drivers’ motoric actions, perception and cognition for different lane change manoeuvres. For this we employed the CPM-GOMS-approach as analysis and modelling technique. Here, we present our approach and first models.

Item URL in elib:https://elib.dlr.de/103169/
Document Type:Conference or Workshop Item (Speech)
Title:A CPM-GOMS-model of lane changes on highways
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Käthner, Daviddavid.kaethner (at) dlr.deUNSPECIFIED
Ihme, KlasKlas.Ihme (at) dlr.deUNSPECIFIED
Jipp, MeikeMeike.Jipp (at) dlr.deUNSPECIFIED
Date:23 March 2016
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:human modelling, task modelling, driver modelling, GOMS, situation awareness, workload, driver distraction, ADAS
Event Title:TEAP 2016
Event Location:Heidelberg
Event Type:international Conference
Event Dates:21.-23.Mrz 2016
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:Terrestrial Vehicles (old)
DLR - Research area:Transport
DLR - Program:V BF - Bodengebundene Fahrzeuge
DLR - Research theme (Project):V - Fahrzeugintelligenz (old)
Location: Braunschweig
Institutes and Institutions:Institute of Transportation Systems
Deposited By: Käthner, David
Deposited On:26 Sep 2016 09:03
Last Modified:31 Jul 2019 20:00

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