首页|基于LDA模型的乡村振兴研究主题挖掘与热度演化分析

基于LDA模型的乡村振兴研究主题挖掘与热度演化分析

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乡村振兴战略是推动农业高质量发展、促进共同富裕的重要保障.精准识别乡村振兴研究的主题与热点,有助于在新发展阶段下面向农村地区开展精细化研究提供基础.以SCI期刊、EI来源期刊、北大核心、CSSCI和CSCD的13 184条文献摘要为研究对象,使用词云图和LDA主题建模的方式分析了乡村振兴相关领域的热点主题和变化趋势.结果显示,学者们最为热衷的是乡村振兴战略、路径和乡村体制及农业农村现代化等宏观方向的研究,而组织振兴、人才振兴和农村土地等具体领域的研究有待进一步扩展.
LDA Model-based Rural Revitalization Research Topic Mining and Hotness Evolution Analysis
The rural revitalization strategy is an important guarantee for promoting high-quality agricultural development and common prosperi-ty.Accurately identifying the themes and hotspots of rural revitalization research can provide a foundation for conducting refined research in ru-ral areas in the new development stage.We analyzed the hot topics and trends in the field of rural revitalization using 13 184 abstracts from SCI journals,EI journals,Peking University Core Journals,CSSCI and CSCD,as well as employed word clouds and LDA topic modeling.Results showed that scholars were most interested in research on macro directions,such as the rural revitalization strategy,path and rural system,as well as agricultural and rural modernization.However,there was a need for further expansion in specific areas,such as organizational revitalization,talent revitalization and rural land.

Rural revitalizationTopic miningHotspotsLDA modelBibliometric analysis

冷奇兵

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塔里木大学经济与管理学院,新疆阿拉尔 843300

乡村振兴 主题挖掘 热点 LDA模型 文献计量

2024

安徽农业科学
安徽省农业科学院

安徽农业科学

影响因子:0.413
ISSN:0517-6611
年,卷(期):2024.52(4)
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