Building Personalized Transportation Model for Online Taxi-Hailing Demand Prediction

Zhiyuan Liu,Yang Liu,Cheng Lyu,Jieping Ye

IEEE Transactions on Cybernetics（2021）

引用 32|浏览157

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摘要

The accurate prediction of online taxi-hailing demand is challenging but of significant value in the development of the intelligent transportation system. This article focuses on large-scale online taxi-hailing demand prediction and proposes a personalized demand prediction model. A model with two attention blocks is proposed to capture both spatial and temporal perspectives. We also explored the ...

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关键词

Predictive models,Spatiotemporal phenomena,Feature extraction,Public transportation,Data models,Data mining

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