[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
The purpose of this paper is to provide a summary of a quick overview of the latest
developments and unprecedented opportunities for scholars who want to set foot in the field …

Driving style recognition and comparisons among driving tasks based on driver behavior in the online car-hailing industry

Y Ma, W Li, K Tang, Z Zhang, S Chen - Accident Analysis & Prevention, 2021 - Elsevier
As a product of the shared economy, online car-hailing platforms can be used effectively to
help maximize resources and alleviate traffic congestion. The driver's behavior is …

Applications of geospatial big data in the Internet of Things

DS Silva, M Holanda - Transactions in GIS, 2022 - Wiley Online Library
Abstract The Internet of Things (IoT) paradigm represents networks of objects that, without
requiring human action, sense and interact with the environment, collect data, and transmit …

Identification of urban functional areas by coupling satellite images and taxi GPS trajectories

Z Qian, X Liu, F Tao, T Zhou - Remote Sensing, 2020 - mdpi.com
Urban functional area (UFA) recognition is one of the most important strategies for achieving
sustainable city development. As remote-sensing and social-sensing data sources have …

Correlation analysis between UBD and LST in Hefei, China, using Luojia1-01 night-time light imagery

X Wang, T Zhou, F Tao, F Zang - Applied Sciences, 2019 - mdpi.com
The urban heat island (UHI) is one of the essential phenomena of the modern urban climate.
In recent years, urbanization in China has gradually accelerated, and the heat island effect …

Automatic identification of the social functions of areas of interest (AOIs) using the standard hour-day-spectrum approach

T Zhou, X Liu, Z Qian, H Chen, F Tao - ISPRS International Journal of Geo …, 2019 - mdpi.com
The social function of areas of interest (AOIs) is crucial to the identification of urban
functional zoning and land use classification, which has been a hot topic in various fields …

[HTML][HTML] A data–information–knowledge cycle for modeling driving behavior

C Al Haddad, C Antoniou - … research part F: traffic psychology and …, 2022 - Elsevier
When talking about automation,“autonomous vehicles”, often abbreviated as AVs, come to
mind. In transitioning from the “driver” mode to the different automation levels, there is an …

Modeling driving styles of online ride-hailing drivers with model identifiability and interpretability

Y Ma, Z Xie, W Li, S Chen - Travel Behaviour and Society, 2023 - Elsevier
The online ride-hailing industry has grown rapidly and has greatly improved travel efficiency
worldwide. The driving styles of the drivers of ride-hailing vehicles largely determine the …

[HTML][HTML] Data legal supervision of online car-hailing platform based on big data technology and edge computing

W Zhang, S Zhong - Wireless Communications and Mobile …, 2022 - hindawi.com
There is a lack of fairness in market competition and disorder of order as a result of the lack
of supervision. OCH (online car-hailing) driver accidents are also reported frequently …

Dynamic update and monitoring of AOI entrance via spatiotemporal clustering of drop-off points

T Zhou, X Liu, Z Qian, H Chen, F Tao - Sustainability, 2019 - mdpi.com
This paper proposes a novel method for dynamically extracting and monitoring the
entrances of areas of interest (AOIs). Most AOIs in China, such as buildings and …