Mining origin-destination flow patterns of bicycle sharing: Association with land use differences

Hsien Hao Lo, Tzu Chang Lee

研究成果: Conference contribution

摘要

The new generation of bicycle sharing systems have generated large amounts of usage data, providing the benefit of research on bicycle use. This study aims to find the association between the use patterns of bicycle sharing and land use differences between origins and destination at Taipei. K-means is employed to categorize the OD flows data from the transaction record of YouBike based on the temporal distribution of trips and the land use data were involved to test the statistical characteristic of them. Five types of OD flows were recognized and the possible objective was referred for each type. The result suggests the significant relationship between bicycle sharing use patterns and land use differences between origins and destinations. Through this study, we learned more about the rationale of how urban functionality influences travel behavior, providing support of decision making on urban and transportation planning.

原文English
主出版物標題Proceedings of the 24th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2019
主出版物子標題Transport and Smart Cities
編輯Andy H.F. Chow, S.M. Lo, Lishuai Li
發行者Hong Kong Society for Transportation Studies Limited
頁面317-324
頁數8
ISBN(電子)9789881581488
出版狀態Published - 2010
事件24th International Conference of Hong Kong Society for Transportation Studies: Transport and Smart Cities, HKSTS 2019 - Hong Kong, Hong Kong
持續時間: 2019 十二月 142019 十二月 16

出版系列

名字Proceedings of the 24th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2019: Transport and Smart Cities

Conference

Conference24th International Conference of Hong Kong Society for Transportation Studies: Transport and Smart Cities, HKSTS 2019
國家Hong Kong
城市Hong Kong
期間19-12-1419-12-16

All Science Journal Classification (ASJC) codes

  • Building and Construction
  • Information Systems
  • Civil and Structural Engineering
  • Transportation
  • Computer Networks and Communications

指紋 深入研究「Mining origin-destination flow patterns of bicycle sharing: Association with land use differences」主題。共同形成了獨特的指紋。

引用此