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A comparative analysis of perceptions of insecurity in Milan and Beijing metro stations

Jiaxin Liu Hongming Yan Marcus White Xiaoran Huang

建筑学研究前沿（英文版）2025，Vol.14Issue(4)：863-884,22.

建筑学研究前沿（英文版）2025，Vol.14Issue(4)：863-884,22.DOI:10.1016/j.foar.2024.12.003

A comparative analysis of perceptions of insecurity in Milan and Beijing metro stations

Jiaxin Liu ¹Hongming Yan ²Marcus White ³Xiaoran Huang⁴

作者信息

1. School of Architecture and Art,North China University of Technology,Beijing 100144,China||School of Architecture,Urban Planning & Construction Engineering,Politecnico di Milano,Milano,Italy
2. Faculty of Design,Architecture and Building,University of Technology Sydney,Sydney,Australia
3. Centre for Design Innovation,Swinburne University of Technology,Hawthorn,VIC 3122,Australia
4. School of Architecture and Art,North China University of Technology,Beijing 100144,China
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摘要

关键词

Metro station/Underground public space/Perceptions of insecurity/Visual factors/Machine learning models/XGBoost

Key words

Metro station/Underground public space/Perceptions of insecurity/Visual factors/Machine learning models/XGBoost

引用本文复制引用

Jiaxin Liu,Hongming Yan,Marcus White,Xiaoran Huang..A comparative analysis of perceptions of insecurity in Milan and Beijing metro stations[J].建筑学研究前沿（英文版）,2025,14(4):863-884,22.

基金项目

This project was supported by the National Natural Science Foundation of China(NSFC)(Grant No.52208039),R&D Program of Beijing Municipal Education Commission(Grant No.KM202210009008),and the Australian Research Council Linkage Project(Grant No.LP190100089). （NSFC）

建筑学研究前沿（英文版）

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