A multi-modal social media data analysis framework: Exploring the complex relationships among urban environment, public activity, and public perception—A case study of Xi’an, China

A multi-modal social media data analysis framework: Exploring the complex relationships among urban environment, public activity, and public perception—A case study of Xi’an, China

Understanding the intricate relationships between the urban built environment, public activity, and public perception is vital for effective urban planning strategies and social sustainability. This study develops a multi-modal data analysis framework, incorporating social media data, topic modeling...

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Bibliographic Details
Main Authors: Chuyi Guo, Yuchi Yang
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:Ecological Indicators
Subjects:
Multi-modal social media data
Public activity
Public perception
Spatio-temporal heterogeneity
Xi’an, China
Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X25000470
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