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Paper Abstract and Keywords
Presentation 2022-08-05 10:50
Temporal network analysis on usage history of bicycle sharing system
Honami Tsushima, Tohru Ikeguchi (TUS) CCS2022-37
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, usage history of bicycle sharing system (BSS) has been publicly available, and studies on analyzing the BSS data and predicting the demand of bicycles have been conducted. We have also addressed on efficient strategies for rebalancing bicycles using vehicles and on the analysis of usage history data as point processes. In this article, we report the analysis results of a undirected and weighted temporal network created from usage history of BSS data in Washington D.C. and New York, with the port where the bicycle was rented as the start node and the port where the bicycle was returned as the end node. In the analysis, we used spectral distance and classical multidimensional scaling methods. Numerical experiments show that BSS usage patterns on weekdays and weekends in Washington D.C. were characterized differently, while no difference between weekday and weekend bicycle usage patterns exist in New York BSS.
Keyword (in Japanese) (See Japanese page) 
(in English) bicycle sharing system / temporal network / spectral distance / classical multidimensional scaling / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 145, CCS2022-37, pp. 54-59, Aug. 2022.
Paper # CCS2022-37 
Date of Issue 2022-07-28 (CCS) 
ISSN Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF CCS2022-37

Conference Information
Committee IN CCS  
Conference Date 2022-08-04 - 2022-08-05 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido University(Centennial Hall) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Network Science, Future Network, Cloud/SDN/Virtualization, Contents Delivery/Contents Exchange, and others 
Paper Information
Registration To CCS 
Conference Code 2022-08-IN-CCS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Temporal network analysis on usage history of bicycle sharing system 
Sub Title (in English)  
Keyword(1) bicycle sharing system  
Keyword(2) temporal network  
Keyword(3) spectral distance  
Keyword(4) classical multidimensional scaling  
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1st Author's Name Honami Tsushima  
1st Author's Affiliation Tokyo University of Science (TUS)
2nd Author's Name Tohru Ikeguchi  
2nd Author's Affiliation Tokyo University of Science (TUS)
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Speaker Author-1 
Date Time 2022-08-05 10:50:00 
Presentation Time 20 minutes 
Registration for CCS 
Paper # CCS2022-37 
Volume (vol) vol.122 
Number (no) no.145 
Page pp.54-59 
#Pages 6 
Date of Issue 2022-07-28 (CCS) 

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