The Time-Varying of Topological Characteristics: Analysis Based on the Temporal Network on Public Bikes

Wang Li-Na, Wang Li-Na, Shen Jiang-Long

2022

Abstract

Most networks evolve in time. We study the structure of interaction with time. Compared with the traditional public transport, the flexibility of public bikes and the randomness of users’ riding behaviours make the riding route and riding time full of uncertainty. It is the task of scientific research to explore the regularities behind these uncertainties. By mining the data of user’s riding trajectories; we construct the temporal network and the 24-layer multilayer network respectively. The topological characteristics of network presents double peak. There is a strong correlation between the topological parameters, including positive and negative correlations. Furthermore, bike ridings among stations distribute heterogeneously and the hourly flow of stations distributes heterogeneously. Transport system is a typical complex system. This research provides new evidence for empirical research on temporal network, multilayer network and transport network.

Paper Citation

in Harvard Style

Li-Na W. and Jiang-Long S. (2022). The Time-Varying of Topological Characteristics: Analysis Based on the Temporal Network on Public Bikes. In Proceedings of the 3rd International Symposium on Automation, Information and Computing - Volume 1: ISAIC; ISBN 978-989-758-622-4, SciTePress, pages 422-427. DOI: 10.5220/0011949800003612

in Bibtex Style

@conference{isaic22,
author={Wang Li-Na and Shen Jiang-Long},
title={The Time-Varying of Topological Characteristics: Analysis Based on the Temporal Network on Public Bikes},
booktitle={Proceedings of the 3rd International Symposium on Automation, Information and Computing - Volume 1: ISAIC},
year={2022},
pages={422-427},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011949800003612},
isbn={978-989-758-622-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 3rd International Symposium on Automation, Information and Computing - Volume 1: ISAIC
TI - The Time-Varying of Topological Characteristics: Analysis Based on the Temporal Network on Public Bikes
SN - 978-989-758-622-4
AU - Li-Na W.
AU - Jiang-Long S.
PY - 2022
SP - 422
EP - 427
DO - 10.5220/0011949800003612
PB - SciTePress