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Community Structures, Interactions and Dynamics in London's Bicycle Sharing Network
Conference proceeding

Community Structures, Interactions and Dynamics in London's Bicycle Sharing Network

Fernando Munoz-Mendez, Ke Han, Konstantin Klemmer and Stephen Jarvis
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, pp.1015-1023
08/10/2018

Abstract

Computer Science Computer Science, Artificial Intelligence Computer Science, Cybernetics Computer Science, Theory & Methods Engineering Engineering, Electrical & Electronic Science & Technology Technology
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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