Modeling taxi cruising time based on multi-source data: a case study in Shanghai

Y Liang, Z Zhao, X Zhang - Transportation, 2024 - Springer
… to analyze taxi cruising patterns and propose effective cruisingTaxi GPS traces contain
rich spatiotemporal information on … insights about the efficacy of different actions we may take. …

Learning individual behavior using sensor data: The case of global positioning system traces and taxi drivers

Y Zhang, B Li, R Krishnan - Information Systems Research, 2020 - pubsonline.informs.org
… We aim to provide insights into how and why drivers behave … In particular, drivers with vacant
taxis nearby might cruise or … We also illustrate the driving patterns among the 15 locations …

Mining factors affecting taxi detour behavior from GPS traces at directional road segment Level

Z Wu, Y Li, X Wang, J Su, L Yang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… The growing insight reveals that taxi detour behavior may … traffic variables and vehicle routing
patterns. From the application … out to have strong effect on taxi cruising pattern [26], we put …

Environmental benefits mining based on data-driven taxi cruising recommendation strategy

R Feng, B Yao, X Gu, M Zhang, B Yu - Journal of Cleaner Production, 2021 - Elsevier
… time period are determined by GPS tracks and cluster analysis … Specifically, this paper
explored the spatial-temporal patternsinsight basic information for implementing the taxi cruising

Modeling location choice of taxi drivers for passenger pickup using GPS data

MG Demissie, L Kattan… - IEEE Intelligent …, 2020 - ieeexplore.ieee.org
… number of vacant taxi drivers to regularly cruise the roads to … provide insight regarding the
factors that explain a taxi driver’s … to model the pattern of trips generated by vacant taxis. We …

Uncovering Factors Affecting Taxi Income from GPS Traces at the Directional Road Segment Level

S Jin, Z Wu, T Shen, D Wang, M Cai - ISPRS International Journal of Geo …, 2022 - mdpi.com
… by taxi revenue models and the hunting-cruising service … This research provides valuable
advice and insights for taxi … human mobility patterns on taxi drivers’ income based on GPS data…

Mining top-N high-utility operation patterns for taxi drivers

C Liu, C Guo - Expert Systems with Applications, 2021 - Elsevier
… For example, some taxi drivers would like to cruise on the street looking for passengers, …
The above-mentioned researches provide valuable insights for the study of taxi drivers’ …

A decision framework to recommend cruising locations for taxi drivers under the constraint of booking information

HP Hsieh, F Lin, NY Chen, TH Yang - ACM Transactions on …, 2022 - dl.acm.org
… However, these works focused on mining trajectory patterns from historical data. It is not
practical … Nonetheless, these research works provide several insights into the formulations and …

[HTML][HTML] Research on the big data of traditional taxi and online car-hailing: A systematic review

T Lyu, PS Wang, Y Gao, Y Wang - Journal of Traffic and Transportation …, 2021 - Elsevier
… of time, taxi trips reveal unprecedented insight into human … Using historical taxi GPS traces
are used to predict the … and weekends to examine taxi drivers' cruising patterns. Meanwhile, …

Taxi driver's learning curves: An empirical analysis

Y Kim - Transportation research part A: policy and practice, 2022 - Elsevier
… for taxis while many taxis waste a lot of time cruising vacantly … day), we trace the taxi demand
densities (Taxi_Demand zh ) of … their insights and interpretations. They basically agreed that …