Community structures, interactions and dynamics in London's bicycle sharing network

Fernando Munoz-Mendez; Ke Han; Konstantin Klemmer; Stephen Jarvis

doi:10.1145/3267305.3274156

Community structures, interactions and dynamics in London's bicycle sharing network

Fernando Munoz-Mendez, Ke Han, Konstantin Klemmer, Stephen Jarvis

Engineering and Physical Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Citations (Scopus)

Abstract

We apply a novel clustering technique to London's bikesharing network, deriving distinctive behavioral patterns and assessing community interactions and spatio-temporal dynamics. The analyses reveal self-contained, interconnected and hybrid clusters that mimic London's physical structure. Exploring changes over time, we find geographically isolated and specialized communities to be relatively consistent, while the remaining system exhibits volatility. We increase understanding of the collective behavior of the bikesharing users.

Original language	English
Title of host publication	UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers
Publisher	Association for Computing Machinery
Pages	1015-1023
Number of pages	9
ISBN (Electronic)	9781450359665
DOIs	https://doi.org/10.1145/3267305.3274156
Publication status	Published - 8 Oct 2018
Event	2018 Joint ACM International Conference on Pervasive and Ubiquitous Computing, UbiComp 2018 and 2018 ACM International Symposium on Wearable Computers, ISWC 2018 - Singapore, Singapore Duration: 8 Oct 2018 → 12 Oct 2018

Publication series

Name	UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers

Conference

Conference	2018 Joint ACM International Conference on Pervasive and Ubiquitous Computing, UbiComp 2018 and 2018 ACM International Symposium on Wearable Computers, ISWC 2018
Country/Territory	Singapore
City	Singapore
Period	8/10/18 → 12/10/18

Bibliographical note

Funding Information:
The authors gratefully acknowledge funding from the UK Engineering and Physical Sciences Research Council, the EPSRC Centre for Doctoral Training in Urban Science (EPSRC grant no. EP/L016400/1); The Alan Turing Institute (EPSRC grant no. EP/N510129/1).

Publisher Copyright:
© 2018 Copyright is held by the owner/author(s). Publication rights licensed to ACM.

Keywords

Bikesharing
Clustering
Community detection
Spatio-temporal analysis
Urban mobility

ASJC Scopus subject areas

Software
Human-Computer Interaction
Information Systems

Access to Document

10.1145/3267305.3274156

Cite this

Munoz-Mendez, F., Han, K., Klemmer, K., & Jarvis, S. (2018). Community structures, interactions and dynamics in London's bicycle sharing network. In UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers (pp. 1015-1023). (UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers). Association for Computing Machinery . https://doi.org/10.1145/3267305.3274156

Munoz-Mendez, Fernando ; Han, Ke ; Klemmer, Konstantin et al. / Community structures, interactions and dynamics in London's bicycle sharing network. UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers. Association for Computing Machinery , 2018. pp. 1015-1023 (UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers).

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abstract = "We apply a novel clustering technique to London's bikesharing network, deriving distinctive behavioral patterns and assessing community interactions and spatio-temporal dynamics. The analyses reveal self-contained, interconnected and hybrid clusters that mimic London's physical structure. Exploring changes over time, we find geographically isolated and specialized communities to be relatively consistent, while the remaining system exhibits volatility. We increase understanding of the collective behavior of the bikesharing users.",

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Munoz-Mendez, F, Han, K, Klemmer, K & Jarvis, S 2018, Community structures, interactions and dynamics in London's bicycle sharing network. in UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers. UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers, Association for Computing Machinery , pp. 1015-1023, 2018 Joint ACM International Conference on Pervasive and Ubiquitous Computing, UbiComp 2018 and 2018 ACM International Symposium on Wearable Computers, ISWC 2018, Singapore, Singapore, 8/10/18. https://doi.org/10.1145/3267305.3274156

Community structures, interactions and dynamics in London's bicycle sharing network. / Munoz-Mendez, Fernando; Han, Ke; Klemmer, Konstantin et al.
UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers. Association for Computing Machinery , 2018. p. 1015-1023 (UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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KW - Clustering

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Munoz-Mendez F, Han K, Klemmer K, Jarvis S. Community structures, interactions and dynamics in London's bicycle sharing network. In UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers. Association for Computing Machinery . 2018. p. 1015-1023. (UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers). doi: 10.1145/3267305.3274156

Community structures, interactions and dynamics in London's bicycle sharing network

Abstract

Publication series

Conference

Bibliographical note

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this