首页|基于LDA模型的我国中医药政策主题演化分析

基于LDA模型的我国中医药政策主题演化分析

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目的/意义分析我国中央层面出台的中医药政策文本内容,识别热点主题并进行主题演化分析.方法/过程检索我国2006-2023年出台的中医药政策,运用隐含狄利克雷分布主题模型分别对各阶段政策文本进行主题提取、热点分析和主题演化分析.结果/结论我国中医药政策关注临床医疗服务、科研与创新、教育事业发展、产业建设和文化传播等多个方面,其不同阶段热点具有独特性,其演化呈现出由基础建设向规范化、精细化、全面化发展的趋势.
Analysis of the Evolution of Themes in Traditional Chinese Medicine Policies in China Based on the LDA Model
Purpose/Significance To analyze the text content of traditional Chinese medicine(TCM)policies issued by the central govern-ment in China,to identify hot topics,and to carry out thematic evolution analysis.Method/Process The paper retrieves TCM policies issued in China from 2006 to 2023,applies LDA theme model for theme extraction,hotspot analysis,and theme evolution analysis for each policy stage.Result/Conclusion TCM policies in China focus on clinical medical services,scientific research and innovation,education development,industrial construction,and cultural transmission.The hotspots of these policies exhibit unique characteristics at different stages.The evolution of TCM policies in our country shows a trend towards basic construction standardization,refinement,and comprehensive development.

traditional Chinese medicine(TCM)policyLDA modelpolicy analysistheme mining

王涟、袁永旭、陈俊冶、殷彩明、孙一凡

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山西医科大学管理学院 太原 030001

山西医科大学图书馆 太原 030001

中医药政策 隐含狄利克雷分布模型 政策分析 主题挖掘

国家社会科学基金一般项目

18BGL244

2024

医学信息学杂志
中国医学科学院

医学信息学杂志

CSTPCD
影响因子:1.348
ISSN:1673-6036
年,卷(期):2024.45(9)
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