Shuangjin Li on Muck Rack

Shuangjin Li

As seen in: Nature, MDPI
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Articles

Comparing physiological emotional responses to traditional hutongs and modern streets in Beijing through EEG and an interpretable machine learning approach

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By Shuang Ma, Kuan Hong Wang, Wanshi Li, Di Pang, Meizi Zhou, Shuangjin Li, Weiwu Han
| Nature Verified
Abstract As public spaces that urban populations interact with in their daily lives, streets have been found to affect people’s emotional well-being. This study utilized electroencephalography (EEG) to measure and compare the emotional effects of traditional hutongs and modern streets. By combining Random Forest (RF) and Shapley Additive Explanations (SHAP) analysis, the research explored key built environment factors and their positive and negative impacts.
Open in Who Shared Issue with article?

IJERPH | Free Full-Text | Examining the Human Activity-Intensity Change at Different Stages of the COVID-19 Pandemic across Chinese Working, Residential and Entertainment Areas

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By Shuang Ma, Kang CAO, Shuangjin Li, Yaozhi Luo
| MDPI
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
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