Exploring spatial association between residential and commercial urban spaces: A machine learning approach using taxi trajectory data

Human mobility datasets, such as traffic flow data, reveal the connections between urban spaces. A novel framework is proposed to explore the spatial association between urban commercial and residential spaces via consumption travel flows in Shanghai. A social network analysis and a community detec...

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Bibliographic Details
Main Authors: Lei Zhou, Weiye Xiao, Chen Wang, Haoran Wang
Format: Article
Language:English
Published: University of Minnesota 2024-02-01
Series:Journal of Transport and Land Use
Subjects:
Online Access:http://jtlu.org/index.php/jtlu/article/view/1800