Integrating Semantic Zoning Information with the Prediction of Road Link Speed Based on Taxi GPS Data

Road link speed is one of the important indicators for traffic states. In order to incorporate the spatiotemporal dynamics and correlation characteristics of road links into speed prediction, this paper proposes a method based on LDA and GCN. First, we construct a trajectory dataset from map-matched...

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Bibliographic Details
Main Authors: He Bing, Xu Zhifeng, Xu Yangjie, Hu Jinxing, Ma Zhanwu
Format: Article
Language:English
Published: Hindawi-Wiley 2020-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2020/6939328