Impact of COVID-19 on the Belfast Bike Sharing Scheme

被引：0
|
作者：
Doyle, Lucy [1 ]
Novakovic, Aleksandar [1 ,2 ]
Marshall, Adele H. [1 ,2 ]
Cheung, Darren [3 ]
机构：
[1] Queens Univ Belfast, Sch Math & Phys, Belfast, Antrim, North Ireland
[2] Ontario Tech Univ, Fac Business & IT, Oshawa, ON, Canada
[3] Allstate NI, Data Discovery & Decis Sci, Belfast, Antrim, North Ireland
来源：
PROCEEDINGS OF SEVENTH INTERNATIONAL CONGRESS ON INFORMATION AND COMMUNICATION TECHNOLOGY, ICICT 2022, VOL. 3 | 2023年 / 464卷
关键词：
COVID-19; Trip classification; Belfast Bikes; Bike sharing prediction;
D O I：
10.1007/978-981-19-2394-4_51
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The COVID-19 pandemic brought the connectivity and mobility of Northern Irish residents to a halt forcing the bike hiring service Belfast Bikes to cease operations. After reintroducing the service in Summer 2020, the usage of the bike hiring service was severely impacted. This paper investigates the usage of Belfast Bikes pre-pandemic and during the pandemic. Research includes how consumer trends for Belfast Bikes customers changed due to the pandemic and predictive modelling is used to predict whether customers hire a Belfast Bike for direct travel from stations or for an indirect, leisurely trip. We will conclude how the connectivity and mobility of Belfast residents have changed due to the pandemic and provide recommendations for Belfast Bikes and Belfast City to recover after the pandemic.
引用
收藏
页码：559 / 572
页数：14
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