Policy Topic Research on Chinese EnvironmentalProtection by an LDA Model of Text Mining

Environmental protection policies are an important manifestation of national development and the maintenance of the community of human destiny, and China's environmental protection policies are of great significance to the environment, people's livelihoods, and even the environmental protection strategies of developing countries around the world.However, the evolution pattern of China's environmental protection policies at this stage is not clear.In this paper, the LDA model is used to mine the text data of policy documents, trying to find the evolution law of China's environmental policy in different stages.The study found: (1) Through keyword statistics, environmental protection policies focus on "ecological pollution", "water pollution", "enterprise production", "supervision and management" and other aspects.(2) The focus of environmental policies shifts over time from "mineral resources" to "petroleum resources" to "ecological resources".(3) In the future, "green agriculture" and "water pollution penalties" will receive more policy support.The results of the above study are expected to provide reference value for relevant scholars, enterprises, and governmental environmental protection departments.

Authors

Publication Details

Journal
Polish Journal of Environmental Studies
Published
2024-10-07
DOI
https://doi.org/10.15244/pjoes/189479
Citations
1
Primary Topic
Computational and Text Analysis Methods
Type
article
Field-Weighted Citation Impact
1.89

Funders

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article

Policy Topic Research on Chinese EnvironmentalProtection by an LDA Model of Text Mining

Guangyu Wang, Min Zhao, Debao Dai, Jiaping Xie
1 citations
Polish Journal of Environmental Studies
Computational and Text Analysis Methods
1.89
article

Policy Topic Research on Chinese EnvironmentalProtection by an LDA Model of Text Mining

Guangyu Wang, Min Zhao, Debao Dai, Jiaping Xie
article en
1 citations

Abstract

Environmental protection policies are an important manifestation of national development and the maintenance of the community of human destiny, and China's environmental protection policies are of great significance to the environment, people's livelihoods, and even the environmental protection strategies of developing countries around the world.However, the evolution pattern of China's environmental protection policies at this stage is not clear.In this paper, the LDA model is used to mine the text data of policy documents, trying to find the evolution law of China's environmental policy in different stages.The study found: (1) Through keyword statistics, environmental protection policies focus on "ecological pollution", "water pollution", "enterprise production", "supervision and management" and other aspects.(2) The focus of environmental policies shifts over time from "mineral resources" to "petroleum resources" to "ecological resources".(3) In the future, "green agriculture" and "water pollution penalties" will receive more policy support.The results of the above study are expected to provide reference value for relevant scholars, enterprises, and governmental environmental protection departments.

Polish Journal of Environmental StudiesVol. 34(4)
Ministry of Education of the People's Republic of China, National Social Science Fund of China
Life in Land
Openalex Percentile: Top 10%
Computational and Text Analysis Methods
1.89
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Policy Topic Research on Chinese EnvironmentalProtection by an LDA Model of Text Mining — Guangyu Wang, Min Zhao, et al. · Polish Journal of Environmental Studies (2024) | TGRS Research Map | TGRS