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Identifying Chinese Government's Concerns about Environmental Effects of Highway Construction: A Text Mining Approach

机译:确定中国政府对公路建设环境影响的担忧:一种文本挖掘方法

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Because of the rapid development of highway construction, environmental effects of this industry have drawn a lot attention of both industry and academy. Governments' attitude towards these effects influences the projects' environmental results. This study uses text mining method to analyze Chinese Government's concerns about environmental effects of highway construction. It firstly collected government's replies to environment impact assessment reports of highway projects. Then, it segments the text organized. Finally, it uses latent Dirichlet allocation (LDA) topic modeling to analyze Chinese Government's concerns during different periods. The results indicate that Chinese Government concerns more on noise pollution and less about the creatures in each period. The government's concerns also experienced a change. The government's focuses on environmental effects of highway construction have been found and it can help to forecast the future policy trends.
机译:由于公路建设的快速发展,该行业的环境影响造成了行业和学院的很多关注。政府对这些影响的态度影响了项目的环境结果。本研究采用文本挖掘方法来分析中国政府对公路建设环境影响的担忧。它首先收集了政府对公路项目的环境影响评估报告的回答。然后,它段组织了文本。最后,它使用潜在的Dirichlet分配(LDA)主题建模来分析中国政府在不同时期的担忧。结果表明,中国政府对噪音污染的更多涉及每个期间的噪音污染和少造成的生物。政府的担忧也经历了变化。已发现政府对公路建设的环境影响,并有助于预测未来的政策趋势。

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