Development and application of an energy use and CO2 emissions reduction evaluation model for China's online car hailing services
Sign Up to like & getrecommendations! Published in 2018 at "Energy"
DOI: 10.1016/j.energy.2018.04.130
Abstract: Emerging online car hailing services have caused many unintended consequences in urban centers such as more congested traffic and increased vehicle travels. Those unintended consequences have significant impacts on urban sustainability due to the increased… read more here.
Keywords: hailing services; car hailing; online car; use ... See more keywords
Examining the dynamic engagement process of passengers in online car-hailing system: a view of user value
Sign Up to like & getrecommendations! Published in 2024 at "Transportation Planning and Technology"
DOI: 10.1080/03081060.2024.2340640
Abstract: ABSTRACT The online car-hailing system developed rapidly in recent years. This paper introduces the concept of user value and develops a machine learning framework for modeling the dynamic transformation of passenger value in online car-hailing… read more here.
Keywords: value; user value; online car; engagement process ... See more keywords
Enhanced forecasting of online car-hailing demand using an improved empirical mode decomposition with long short-term memory neural network
Sign Up to like & getrecommendations! Published in 2024 at "Transportation Letters"
DOI: 10.1080/19427867.2024.2313832
Abstract: ABSTRACT The study on forecasting demand for online car-hailing holds substantial implications for both online car-hailing platforms and government agencies responsible for traffic management. This research proposes an enhanced Empirical Mode Decomposition Long-short Term Memory… read more here.
Keywords: mode decomposition; car; empirical mode; online car ... See more keywords
A Novel Approach for Online Car-Hailing Monitoring Using Spatiotemporal Big Data
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2939787
Abstract: Car-hailing service has increasingly become popular and fundamentally changed the way people travel in the era of sharing economy. Although such service brings convenience to people’s lives, it also causes safety and property concerns. Many… read more here.
Keywords: car hailing; monitoring; approach; model ... See more keywords
Spatio-Temporal Ensemble Method for Car-Hailing Demand Prediction
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2019.2948790
Abstract: Accurate demand prediction plays a significant role in online car-hailing platforms. With ensemble learning, several models can be combined into a single demand predictive model, achieving low prediction error. Nevertheless, the existing ensemble methods are… read more here.
Keywords: car hailing; spatio temporal; model; prediction ... See more keywords
Exploring the Influence of the Built Environment on the Demand for Online Car-Hailing Services Using a Multi-Scale Geographically and Temporally Weighted Regression Model
Sign Up to like & getrecommendations! Published in 2024 at "Sustainability"
DOI: 10.3390/su16051794
Abstract: Online car-hailing is gradually shifting towards a predominant use of electric vehicles, a change that is advantageous for developing a sustainable society. Understanding the patterns of changes in online car-hailing travel can assist transportation authorities… read more here.
Keywords: car hailing; online car; model; demand online ... See more keywords