A Data-Driven Customer-Search Modeling With the Consideration of Traffic Environment

• Main Authors: Lan Yu (Author), Zhuo Sun (Author), Lianjie Jin (Author), Chao Chen (Author)
• Format: Bog
• Udgivet: Frontiers Media S.A., 2022-03-01T00:00:00Z.
• Fag: article
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In order to explore the determinants of vacant taxi drivers' customer-search behavior, this paper intends to calibrate a time-dependent Multinomial Logit (MNL) model by mining over 1.6 billion GPS records from about 8,400 taxis in Shanghai, China. First, based on the ordering points to identify...