Research on Public Environmental Perception of Emotion, Taking Haze as an Example

Ecological and environmental problems have become increasingly prominent in recent years. Environmental problems represented by haze have become a topic that affects the harmonious ecology of human beings. The trend of this topic is on the rise. People’s perception of the environment after the impac...

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Autores principales:	Qiang Bao, Xujuan Zhang, Xijuan Wu, Qiang Zhang, Jinshou Chen
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	convolutional neural network environmental perception of emotion weighted networks deep learning Medicine R
Acceso en línea:	https://doaj.org/article/646514071ef147ce8ba5768cbddf4be3
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spelling	oai:doaj.org-article:646514071ef147ce8ba5768cbddf4be32021-11-25T17:51:14ZResearch on Public Environmental Perception of Emotion, Taking Haze as an Example10.3390/ijerph1822121151660-46011661-7827https://doaj.org/article/646514071ef147ce8ba5768cbddf4be32021-11-01T00:00:00Zhttps://www.mdpi.com/1660-4601/18/22/12115https://doaj.org/toc/1661-7827https://doaj.org/toc/1660-4601Ecological and environmental problems have become increasingly prominent in recent years. Environmental problems represented by haze have become a topic that affects the harmonious ecology of human beings. The trend of this topic is on the rise. People’s perception of the environment after the impact of haze has also changed. A real-time grasp of the dynamic public environment perception of emotions is often an important basis for environmental management departments to effectively solve environmental problems through public opinion. This article focuses on the problem of the public perception of emotional changes, which is caused by fog and hazy weather, proposes an environmental emotion perception model, using Weibo comment data about fog and haze as environmental perception data, and analyzes the impact of fog and haze on the public in four seasonal time dimensions. The post-environment perception of emotion changes: the results show that in spring, the public’s environmental perception of emotions is mainly negative emotions at the beginning of the season; in summer, positive emotions become dominant emotions; in autumn, the public’s environmental perception of emotions is dominated by negative emotions that increase substantially; and in winter, the dominant environmental perception of emotions of the public is still negative. This theory provides support for research on social emotions and public opinion behavior.Qiang BaoXujuan ZhangXijuan WuQiang ZhangJinshou ChenMDPI AGarticleconvolutional neural networkenvironmental perception of emotionweighted networksdeep learningMedicineRENInternational Journal of Environmental Research and Public Health, Vol 18, Iss 12115, p 12115 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	convolutional neural network environmental perception of emotion weighted networks deep learning Medicine R
spellingShingle	convolutional neural network environmental perception of emotion weighted networks deep learning Medicine R Qiang Bao Xujuan Zhang Xijuan Wu Qiang Zhang Jinshou Chen Research on Public Environmental Perception of Emotion, Taking Haze as an Example
description	Ecological and environmental problems have become increasingly prominent in recent years. Environmental problems represented by haze have become a topic that affects the harmonious ecology of human beings. The trend of this topic is on the rise. People’s perception of the environment after the impact of haze has also changed. A real-time grasp of the dynamic public environment perception of emotions is often an important basis for environmental management departments to effectively solve environmental problems through public opinion. This article focuses on the problem of the public perception of emotional changes, which is caused by fog and hazy weather, proposes an environmental emotion perception model, using Weibo comment data about fog and haze as environmental perception data, and analyzes the impact of fog and haze on the public in four seasonal time dimensions. The post-environment perception of emotion changes: the results show that in spring, the public’s environmental perception of emotions is mainly negative emotions at the beginning of the season; in summer, positive emotions become dominant emotions; in autumn, the public’s environmental perception of emotions is dominated by negative emotions that increase substantially; and in winter, the dominant environmental perception of emotions of the public is still negative. This theory provides support for research on social emotions and public opinion behavior.
format	article
author	Qiang Bao Xujuan Zhang Xijuan Wu Qiang Zhang Jinshou Chen
author_facet	Qiang Bao Xujuan Zhang Xijuan Wu Qiang Zhang Jinshou Chen
author_sort	Qiang Bao
title	Research on Public Environmental Perception of Emotion, Taking Haze as an Example
title_short	Research on Public Environmental Perception of Emotion, Taking Haze as an Example
title_full	Research on Public Environmental Perception of Emotion, Taking Haze as an Example
title_fullStr	Research on Public Environmental Perception of Emotion, Taking Haze as an Example
title_full_unstemmed	Research on Public Environmental Perception of Emotion, Taking Haze as an Example
title_sort	research on public environmental perception of emotion, taking haze as an example
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/646514071ef147ce8ba5768cbddf4be3
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_version_	1718411922993315840

Research on Public Environmental Perception of Emotion, Taking Haze as an Example

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