Applications of artificial intelligence in transport: An overview
The rapid pace of developments in Artificial Intelligence (AI) is providing unprecedented
opportunities to enhance the performance of different industries and businesses, including …
opportunities to enhance the performance of different industries and businesses, including …
[PDF][PDF] A literature survey on smart cities
CT Yin, Z Xiong, H Chen, JY Wang… - Science China …, 2015 - researchgate.net
Rapid urbanization creates new challenges and issues, and the smart city concept offers
opportunities to rise to these challenges, solve urban problems and provide citizens with a …
opportunities to rise to these challenges, solve urban problems and provide citizens with a …
Large-scale order dispatch in on-demand ride-hailing platforms: A learning and planning approach
We present a novel order dispatch algorithm in large-scale on-demand ride-hailing
platforms. While traditional order dispatch approaches usually focus on immediate customer …
platforms. While traditional order dispatch approaches usually focus on immediate customer …
Predicting taxi–passenger demand using streaming data
Informed driving is increasingly becoming a key feature for increasing the sustainability of
taxi companies. The sensors that are installed in each vehicle are providing new …
taxi companies. The sensors that are installed in each vehicle are providing new …
Quantifying the benefits of vehicle pooling with shareability networks
Taxi services are a vital part of urban transportation, and a considerable contributor to traffic
congestion and air pollution causing substantial adverse effects on human health. Sharing …
congestion and air pollution causing substantial adverse effects on human health. Sharing …
A taxi order dispatch model based on combinatorial optimization
L Zhang, T Hu, Y Min, G Wu, J Zhang, P Feng… - Proceedings of the 23rd …, 2017 - dl.acm.org
Taxi-booking apps have been very popular all over the world as they provide convenience
such as fast response time to the users. The key component of a taxi-booking app is the …
such as fast response time to the users. The key component of a taxi-booking app is the …
T-finder: A recommender system for finding passengers and vacant taxis
This paper presents a recommender system for both taxi drivers and people expecting to
take a taxi, using the knowledge of 1) passengers' mobility patterns and 2) taxi drivers' …
take a taxi, using the knowledge of 1) passengers' mobility patterns and 2) taxi drivers' …
A survey on vehicular social networks
This paper surveys recent literature on vehicular social networks that are a particular class of
vehicular ad hoc networks, characterized by social aspects and features. Starting from this …
vehicular ad hoc networks, characterized by social aspects and features. Starting from this …
Where to find my next passenger
We present a recommender for taxi drivers and people expecting to take a taxi, using the
knowledge of 1) passengers' mobility patterns and 2) taxi drivers' pick-up behaviors learned …
knowledge of 1) passengers' mobility patterns and 2) taxi drivers' pick-up behaviors learned …
Analyzing large-scale human mobility data: a survey of machine learning methods and applications
Human mobility patterns reflect many aspects of life, from the global spread of infectious
diseases to urban planning and daily commute patterns. In recent years, the prevalence of …
diseases to urban planning and daily commute patterns. In recent years, the prevalence of …