Demand Prediction of Shared Bicycles Based on Graph Convolutional Network-Gated Recurrent Unit-Attention Mechanism

Demand Prediction of Shared Bicycles Based on Graph Convolutional Network-Gated Recurrent Unit-Attention Mechanism

Shared bicycles provide a green, environmentally friendly, and healthy mode of transportation that effectively addresses the “final mile” problem in urban travel. However, the uneven distribution of bicycles and the imbalance of user demand can significantly impact user experience and bicycle usage...

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Bibliographic Details
Main Authors: Jian-You Xu, Yan Qian, Shuo Zhang, Chin-Chia Wu
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Mathematics
Subjects:
shared bicycles
station clustering
demand prediction
graph convolutional network
Online Access:https://www.mdpi.com/2227-7390/11/24/4994

Internet

https://www.mdpi.com/2227-7390/11/24/4994

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