Studying the Accuracy of Demand Generation from Mobile Phone Trajectories with Synthetic Data

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dc.contributor.authorZilske, Michael
dc.contributor.authorNagel, Kai
dc.date.accessioned2018-11-26T10:24:51Z
dc.date.available2018-11-26T10:24:51Z
dc.date.issued2014
dc.description.abstractWe investigate replacing travel diaries with sets of call detail records (CDRs) as input data for an agent-oriented traffic simulation. Synthetic CDRs are used in order to study the effect of this substitution in isolation. We introduce an experimental design where a detailed synthetic transportation scenario with individual simulated travellers is combined with a simple model of mobile phone usage to collect synthetic CDRs. This set of artificial CDRs is then considered as input for another instance of the same traffic model, disregarding all other information. We analyse to what degree the model reproduces the base case, depending on the frequency of the available CDRs.en
dc.identifier.issn1877-0509
dc.identifier.urihttps://depositonce.tu-berlin.de/handle/11303/8563
dc.identifier.urihttp://dx.doi.org/10.14279/depositonce-7697
dc.language.isoen
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/3.0/
dc.subject.ddc380 Handel, Kommunikation, Verkehrde
dc.subject.ddc004 Datenverarbeitung; Informatikde
dc.subject.othertransport simulationen
dc.subject.othermulti-agent simulationen
dc.subject.othermobile phone dataen
dc.titleStudying the Accuracy of Demand Generation from Mobile Phone Trajectories with Synthetic Dataen
dc.typeArticleen
dc.type.versionpublishedVersionen
dcterms.bibliographicCitation.doi10.1016/j.procs.2014.05.494
dcterms.bibliographicCitation.journaltitleProcedia Computer Scienceen
dcterms.bibliographicCitation.originalpublishernameElsevieren
dcterms.bibliographicCitation.originalpublisherplaceAmsterdam [u.a.]de
dcterms.bibliographicCitation.pageend807
dcterms.bibliographicCitation.pagestart802
dcterms.bibliographicCitation.volume32
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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