A Dynamical Network View of Lyon's Vélo'v Shared Bicycle System

Pierre Borgnat 1 Céline Robardet 2 Patrice Abry 1 Patrick Flandrin 1 Jean-Baptiste Rouquier 1 Nicolas Tremblay 1
1 Phys-ENS - Laboratoire de Physique de l'ENS Lyon
2 DM2L - Data Mining and Machine Learning
LIRIS - Laboratoire d'InfoRmatique en Image et Systèmes d'information
Abstract : Community shared bicycle systems are an instance of public transportation systems that provide digital footprints of all the movements made using this system. The completeness of such dataset allows for their study using a complex system point of view. We discuss in this chapter how Lyon’s shared bicycle system, called Vélo’v, can be seen as a dynamical complex network, and how using community detection methods gives interesting results thanks to the aggregation in space and/or time that communities propose.
Document type :
Book sections
Complete list of metadatas
https://hal.archives-ouvertes.fr/hal-01339131
Contributor : Équipe Gestionnaire Des Publications Si Liris <>
Submitted on : Wednesday, June 29, 2016 - 3:46:02 PM
Last modification on : Tuesday, November 19, 2019 - 2:45:53 AM

Identifiers

  • HAL Id : hal-01339131, version 1

Collections

CNRS | EC-LYON | ENS-LYON | UNIV-LYON2 | LIRIS | INSA-LYON | UNIV-LYON1 | INSA-GROUPE | LABEXIMU | UDL

Citation

Pierre Borgnat, Céline Robardet, Patrice Abry, Patrick Flandrin, Jean-Baptiste Rouquier, et al.. A Dynamical Network View of Lyon's Vélo'v Shared Bicycle System. A. Mukherjee, M. Choudhury, F. Peruani, N. Ganguly, B. Mitra Dynamics On and Of Complex Networks, Volume 2: Applications to Time-Varying Dynamical Systems , springer, pp.267-284, 2013. ⟨hal-01339131⟩

Export

BibTeX TEI DC DCterms EndNote

Share

Metrics

Record views

209

Contact

Informations

CCSD