英文标题:
《Can Mobility-on-Demand services do better after discerning reliability
preferences of riders?》
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作者:
Prateek Bansal, Yang Liu, Ricardo Daziano, Samitha Samaranayake
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最新提交年份:
2019
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英文摘要:
We formalize one aspect of reliability in the context of Mobility-on-Demand (MoD) systems by acknowledging the uncertainty in the pick-up time of these services. This study answers two key questions: i) how the difference between the stated and actual pick-up times affect the propensity of a passenger to choose an MoD service? ii) how an MoD service provider can leverage this information to increase its ridership? We conduct a discrete choice experiment in New York to answer the former question and adopt a micro-simulation-based optimization method to answer the latter question. In our experiments, the ridership of an MoD service could be increased by up to 10\\% via displaying the predicted wait time strategically.
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中文摘要:
我们通过承认这些服务提取时间的不确定性,正式确定了按需移动(MoD)系统中可靠性的一个方面。这项研究回答了两个关键问题:i)规定和实际接送时间之间的差异如何影响乘客选择MoD服务的倾向?ii)国防部服务提供商如何利用这些信息来增加其乘客量?我们在纽约进行了离散选择实验来回答前一个问题,并采用基于微观模拟的优化方法来回答后一个问题。在我们的实验中,通过战略性地显示预测的等待时间,MoD服务的乘客量可以增加10%。
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分类信息:
一级分类:Economics 经济学
二级分类:General Economics 一般经济学
分类描述:General methodological, applied, and empirical contributions to economics.
对经济学的一般方法、应用和经验贡献。
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一级分类:Quantitative Finance 数量金融学
二级分类:Economics 经济学
分类描述:q-fin.EC is an alias for econ.GN. Economics, including micro and macro economics, international economics, theory of the firm, labor economics, and other economic topics outside finance
q-fin.ec是econ.gn的别名。经济学,包括微观和宏观经济学、国际经济学、企业理论、劳动经济学和其他金融以外的经济专题
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