Multi-Regional Online Car-Hailing Order Quantity Forecasting Based on the Convolutional Neural Network

Multi-Regional Online Car-Hailing Order Quantity Forecasting Based on the Convolutional Neural Network

With the development of online cars, the demand for travel prediction is increasing in order to reduce the information asymmetry between passengers and drivers of online car-hailing. This paper proposes a travel demand forecasting model named OC-CNN based on the convolutional neural network to forec...

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Bibliographic Details
Main Authors: Zihao Huang, Gang Huang, Zhijun Chen, Chaozhong Wu, Xiaofeng Ma, Haobo Wang
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Information
Subjects:
mobility as a service (MaaS)
traffic demand forecasting
convolutional neural networks
big data processing
Online Access:https://www.mdpi.com/2078-2489/10/6/193

Internet

https://www.mdpi.com/2078-2489/10/6/193

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