Journal ArticleDOI
Real-time taxi dispatching using Global Positioning Systems
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TLDR
Hailing a taxi in Singapore now employs the latest positioning technology for matching passengers with the nearest available cabs, thus achieving greater productivity and customer satisfaction.Abstract:
Hailing a taxi in Singapore now employs the latest positioning technology for matching passengers with the nearest available cabs, thus achieving greater productivity and customer satisfaction.read more
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Proceedings ArticleDOI
Large-Scale Order Dispatch in On-Demand Ride-Hailing Platforms: A Learning and Planning Approach
Zhe Xu,Li Zhixin,Guan Qingwen,Zhang Dingshui,Qiang Li,Junxiao Nan,Chunyang Liu,Wei Bian,Jieping Ye +8 more
TL;DR: A novel order dispatch algorithm in large-scale on-demand ride-hailing platforms that is designed to provide a more efficient way to optimize resource utilization and user experience in a global and more farsighted view is presented.
Journal ArticleDOI
From taxi GPS traces to social and community dynamics: A survey
TL;DR: In this article, the authors provide an exhaustive survey of the work on mining taxi traces and provide a formalization of the data sets, along with an overview of different mechanisms for preprocessing the data.
17 From Taxi GPS Traces to Social and Community Dynamics: A Survey
TL;DR: An exhaustive survey of the work on mining traces of taxis equipped with GPS localizers, which discusses the different problems currently being researched, the various approaches proposed, and suggest new avenues of research.
Proceedings ArticleDOI
Online map-matching based on Hidden Markov model for real-time traffic sensing applications
TL;DR: This work proposes an online map-matching algorithm based on the Hidden Markov Model (HMM) that is robust to noise and sparseness and suggests that it is viable for low latency applications such as traffic sensing.
Journal ArticleDOI
A Collaborative Multiagent Taxi-Dispatch System
TL;DR: A novel multiagent approach to automating taxi dispatch that services current bookings in a distributed fashion is presented, populated with software collaborative agents that can actively negotiate on behalf of taxi drivers in groups of size N for available customer bookings.
References
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Journal ArticleDOI
Smart cars, smart highways
W.C. Collier,R.J. Weiland +1 more
TL;DR: The authors describe how these latest electronics for automobiles and roadways herald far fewer traffic jams, greater safety, and perhaps even a decline in pollution.