Regularity of public transport usage: A case study of bus rides in Lisbon, Portugal

© 2016, University of South Florida. All rights reserved. This paper presents an analysis of regularity in public transport usage based on a large-scale bus transportation data of Lisbon, Portugal. By exploring the combined information from the bus boarding history of riders and bus arrivals at each...

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Main Authors: Foell S., Phithakkitnukoon S., Veloso M., Kortuem G., Bento C.
Format: Journal
Published: 2017
Online Access:https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85006176275&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/42627
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-426272017-09-28T04:28:12Z Regularity of public transport usage: A case study of bus rides in Lisbon, Portugal Foell S. Phithakkitnukoon S. Veloso M. Kortuem G. Bento C. © 2016, University of South Florida. All rights reserved. This paper presents an analysis of regularity in public transport usage based on a large-scale bus transportation data of Lisbon, Portugal. By exploring the combined information from the bus boarding history of riders and bus arrivals at each bus stop, an analysis of individual bus usage was performed. Daily and weekly patterns were extracted, from which it was observed that a rider takes, on average, 2 trips, visits 1.93 distinct stops, and uses 1.55 distinct bus lines daily. Inter-trip time analysis revealed a daily cycle, and a study of the interaction between riders and bus infrastructure explored how usage was concentrated on particular bus lines and stops. 2017-09-28T04:28:12Z 2017-09-28T04:28:12Z 2016-01-01 Journal 1077291X 2-s2.0-85006176275 10.5038/2375-0901.19.4.10 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85006176275&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/42627
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
description © 2016, University of South Florida. All rights reserved. This paper presents an analysis of regularity in public transport usage based on a large-scale bus transportation data of Lisbon, Portugal. By exploring the combined information from the bus boarding history of riders and bus arrivals at each bus stop, an analysis of individual bus usage was performed. Daily and weekly patterns were extracted, from which it was observed that a rider takes, on average, 2 trips, visits 1.93 distinct stops, and uses 1.55 distinct bus lines daily. Inter-trip time analysis revealed a daily cycle, and a study of the interaction between riders and bus infrastructure explored how usage was concentrated on particular bus lines and stops.
format Journal
author Foell S.
Phithakkitnukoon S.
Veloso M.
Kortuem G.
Bento C.
spellingShingle Foell S.
Phithakkitnukoon S.
Veloso M.
Kortuem G.
Bento C.
Regularity of public transport usage: A case study of bus rides in Lisbon, Portugal
author_facet Foell S.
Phithakkitnukoon S.
Veloso M.
Kortuem G.
Bento C.
author_sort Foell S.
title Regularity of public transport usage: A case study of bus rides in Lisbon, Portugal
title_short Regularity of public transport usage: A case study of bus rides in Lisbon, Portugal
title_full Regularity of public transport usage: A case study of bus rides in Lisbon, Portugal
title_fullStr Regularity of public transport usage: A case study of bus rides in Lisbon, Portugal
title_full_unstemmed Regularity of public transport usage: A case study of bus rides in Lisbon, Portugal
title_sort regularity of public transport usage: a case study of bus rides in lisbon, portugal
publishDate 2017
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85006176275&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/42627
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