A study on the relationship between internet popularity and emotional perception of urban parks using Weibo data in Luoyang, China DOI Creative Commons
Yipeng Ge, Yafei Guo, Yueshan Ma

et al.

Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)

Published: March 22, 2025

The role of Internet Popularity (INPY) in shaping public perception urban parks is increasingly significant. Although existing studies have explored the impact on perception, they primarily focus traditional environmental indicators (such as NDVI and GVI), overlooking potential influence INPY generated social media emotions. This study aims to fill this gap by analyzing 41,675 data from Luoyang, China, quantifying emotional perception(ETPN), using Multi-task Hierarchical Linear regression models explore relationship between INPY, parks. results show: (1) has varying degrees positive Emotional Gradients (ETGD) negative positive, with intensity increasing low high; (2) A 200-meter GVI negatively correlated emotions, whereas 500-meter 1000-meter scales positively affect emotions; (3) Seasons expression, particularly highlights that mainly impacts while help mitigate emotions enhance overall ETPN. These provide planners a new perspective understanding value offer scientific support for space optimization policy-making.

Language: Английский

A study on the relationship between internet popularity and emotional perception of urban parks using Weibo data in Luoyang, China DOI Creative Commons
Yipeng Ge, Yafei Guo, Yueshan Ma

et al.

Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)

Published: March 22, 2025

The role of Internet Popularity (INPY) in shaping public perception urban parks is increasingly significant. Although existing studies have explored the impact on perception, they primarily focus traditional environmental indicators (such as NDVI and GVI), overlooking potential influence INPY generated social media emotions. This study aims to fill this gap by analyzing 41,675 data from Luoyang, China, quantifying emotional perception(ETPN), using Multi-task Hierarchical Linear regression models explore relationship between INPY, parks. results show: (1) has varying degrees positive Emotional Gradients (ETGD) negative positive, with intensity increasing low high; (2) A 200-meter GVI negatively correlated emotions, whereas 500-meter 1000-meter scales positively affect emotions; (3) Seasons expression, particularly highlights that mainly impacts while help mitigate emotions enhance overall ETPN. These provide planners a new perspective understanding value offer scientific support for space optimization policy-making.

Language: Английский

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