Analysis of Berlin's taxi services by exploring GPS traces

dc.contributor.authorBischoff, Joschka
dc.contributor.authorMaciejewski, MichaƂ
dc.contributor.authorSohr, Alexander
dc.date.accessioned2019-03-01T14:20:44Z
dc.date.available2019-03-01T14:20:44Z
dc.date.issued2015
dc.description.abstractWith current on-board GPS devices a lot of data is being collected while operating taxis. This paper focuses on analysing travel behaviour and vehicle supply of the Berlin taxi market using floating car data (FCD) for one week each in 2013 and 2014. The data suggests that there is generally a demand peak on workday mornings and a second peak over a longer time in the afternoon. On weekends, the demand peaks shift towards the night. On the supply side, drivers seem to adapt to the demand peaks very efficiently, with fewer taxis being available at times of low demand, such as during midday. A spatial analysis shows that most taxi trips take place either within the city centre or from/to Tegel Airport, the city's largest single origin and destination. Drivers spend a large amount of their work time on waiting for customers and the taxi rank at Tegel Airport is the most popular one.en
dc.identifier.isbn978-9-6331-3142-8
dc.identifier.isbn978-9-6331-3140-4
dc.identifier.urihttps://depositonce.tu-berlin.de/handle/11303/9173
dc.identifier.urihttp://dx.doi.org/10.14279/depositonce-8259
dc.language.isoen
dc.rights.urihttp://rightsstatements.org/vocab/InC/1.0/
dc.subject.ddc380 Handel, Kommunikation, Verkehrde
dc.subject.othertaxi berlinen
dc.subject.otherfloating car dataen
dc.subject.otherFCDen
dc.subject.othertaxi demanden
dc.subject.othertaxi supplyen
dc.subject.otherTegel airporten
dc.titleAnalysis of Berlin's taxi services by exploring GPS tracesen
dc.typeConference Objecten
dc.type.versionacceptedVersionen
dcterms.bibliographicCitation.doi10.1109/MTITS.2015.7223258
dcterms.bibliographicCitation.originalpublishernameIEEEen
dcterms.bibliographicCitation.originalpublisherplacePiscataway, NJde
dcterms.bibliographicCitation.pageend215
dcterms.bibliographicCitation.pagestart209
dcterms.bibliographicCitation.proceedingstitle2015 International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS)en
tub.accessrights.dnbdomain
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 UniversitÀt Berlinde

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