A Simulation-based Approach for Constructing All-day Travel Chains from Mobile Phone Data

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dc.contributor.authorZilske, Michael
dc.contributor.authorNagel, Kai
dc.date.accessioned2018-04-19T07:25:18Z
dc.date.available2018-04-19T07:25:18Z
dc.date.issued2015
dc.description.abstractThe purpose of this work is to investigate replacing travel diaries with sets of call detail records (CDRs) as inputs for an agent-oriented traffic simulation. We propose constructing an agent population directly from a CDR dataset and fusing it with link volume counts to reduce spatio-temporal uncertainty and correct for underrepresented traffic segments. The problem of finding a set of travel plans which realizes a set of CDR trajectories and is consistent with a set of link volume counts is rephrased in terms of calibrating a choice model. This enables us to make use of an existing calibration scheme for agent-oriented simulations. We demonstrate our approach by an illustrative scenario with synthetic data.en
dc.identifier.issn1877-0509
dc.identifier.urihttps://depositonce.tu-berlin.de/handle/11303/7626
dc.identifier.urihttp://dx.doi.org/10.14279/depositonce-6816
dc.language.isoen
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject.ddc004 Datenverarbeitung; Informatik
dc.subject.otheragent-oriented simulationen
dc.subject.otherdemand generationen
dc.subject.othermobile phone dataen
dc.titleA Simulation-based Approach for Constructing All-day Travel Chains from Mobile Phone Dataen
dc.typeArticle
dc.type.versionpublishedVersionen
dcterms.bibliographicCitation.doi10.1016/j.procs.2015.05.017
dcterms.bibliographicCitation.journaltitleProcedia Computer Scienceen
dcterms.bibliographicCitation.originalpublishernameElsevier BV
dcterms.bibliographicCitation.originalpublisherplaceRed Hook, NY
dcterms.bibliographicCitation.pageend475
dcterms.bibliographicCitation.pagestart468
dcterms.bibliographicCitation.volume52
tub.accessrights.dnbfree
tub.affiliationFak. 5 Verkehrs- und Maschinensysteme::Inst. Land- und Seeverkehr (ILS)::FG Verkehrssystemplanung und Verkehrstelematikde
tub.affiliation.facultyFak. 5 Verkehrs- und Maschinensystemede
tub.affiliation.groupFG Verkehrssystemplanung und Verkehrstelematikde
tub.affiliation.instituteInst. Land- und Seeverkehr (ILS)de
tub.publisher.universityorinstitutionTechnische Universität Berlinde

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