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dc.contributor.author
Montini, Lara
dc.contributor.author
Antoniou, Constantinos
dc.contributor.author
Axhausen, Kay W.
dc.date.accessioned
2019-03-29T09:33:22Z
dc.date.available
2017-06-12T11:03:42Z
dc.date.available
2018-03-12T13:44:29Z
dc.date.available
2018-03-12T14:22:08Z
dc.date.available
2019-03-29T07:57:19Z
dc.date.available
2019-03-29T09:33:22Z
dc.date.issued
2017-01
dc.identifier.uri
http://hdl.handle.net/20.500.11850/119554
dc.identifier.doi
10.3929/ethz-b-000119554
dc.description.abstract
GPS data has become almost ubiquitous and data collection and processing technologies have advanced considerably. In transportation research, GPS traces are used, along with other data sources, to construct travel diaries, as they promise higher accuracy of collected data, combined with fewer fatigue effects. In this research, we present such a study, where a sample from Zurich, Switzerland, used GPS devices to monitor their daily trips for a week. A follow-up survey provided complementary information, including sociodemographic characteristics of the participants, as well as a large number of attitudinal parameters. Route choice models were estimated using this data set for car and public transport trips, along with a joint route and mode choice model, which also considered bike and walk stages. To the best of our knowledge, this is the first time that GPS data have been used for the estimation of mode and route choice models. The model fit is reasonable for all models and in line with those obtained with traditional data-collection methods. The coefficient estimates have the appropriate signs and meaningful magnitudes. A number of transformations were performed on some of the variables, improving the model fit significantly, and reducing the number of variables. We discuss some of the difficulties associated with such data collection efforts, and point out the advantages that can come from follow-up studies, based on similar concepts.
en_US
dc.format
application/pdf
en_US
dc.language.iso
en
en_US
dc.publisher
Transportation Research Board
en_US
dc.rights.uri
http://rightsstatements.org/page/InC-NC/1.0/
dc.subject
Switzerland
en_US
dc.subject
GPS traces
en_US
dc.subject
Surveys
en_US
dc.subject
Route choice
en_US
dc.subject
Mode choice
en_US
dc.subject
Zurich
en_US
dc.title
Route and mode choice models using GPS data
en_US
dc.type
Conference Paper
dc.rights.license
In Copyright - Non-Commercial Use Permitted
ethz.book.title
TRB 96th Annual Meeting Compendium of Papers
en_US
ethz.pages.start
17-03082
en_US
ethz.size
14 p.
en_US
ethz.version.deposit
submittedVersion
en_US
ethz.event
96th Annual Meeting of the Transportation Research Board (TRB 2017)
en_US
ethz.event.location
Washington, DC, USA
en_US
ethz.event.date
January 8-12, 2017
en_US
ethz.publication.place
Washington, DC
en_US
ethz.publication.status
published
en_US
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02115 - Dep. Bau, Umwelt und Geomatik / Dep. of Civil, Env. and Geomatic Eng.::02610 - Inst. f. Verkehrspl. u. Transportsyst. / Inst. Transport Planning and Systems::03521 - Axhausen, Kay W. / Axhausen, Kay W.
en_US
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02100 - Dep. Architektur / Dep. of Architecture::02655 - Netzwerk Stadt und Landschaft D-ARCH::02226 - NSL - Netzwerk Stadt und Landschaft / NSL - Network City and Landscape
en_US
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02100 - Dep. Architektur / Dep. of Architecture::02655 - Netzwerk Stadt und Landschaft D-ARCH
en_US
ethz.leitzahl.certified
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02115 - Dep. Bau, Umwelt und Geomatik / Dep. of Civil, Env. and Geomatic Eng.::02610 - Inst. f. Verkehrspl. u. Transportsyst. / Inst. Transport Planning and Systems::03521 - Axhausen, Kay W. / Axhausen, Kay W.
ethz.date.deposited
2017-06-12T11:06:25Z
ethz.source
ECIT
ethz.identifier.importid
imp593654a38f40e50836
ethz.ecitpid
pub:181573
ethz.eth
yes
en_US
ethz.availability
Open access
en_US
ethz.rosetta.installDate
2018-03-12T14:22:25Z
ethz.rosetta.lastUpdated
2021-02-15T04:10:36Z
ethz.rosetta.versionExported
true
ethz.COinS
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