基于DTM的药物重定位领域研究主题与学科交叉跨维度分析
作者:
作者单位:

山西医科大学管理学院 太原 030001

作者简介:

邰杨芳,博士,副教授,发表论文92篇。

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中图分类号:

R-058

基金项目:

山西省高等学校一般性教学改革创新项目(项目编号:J20230538);山西省高等学校一般性教学改革创新项目(项目编号:J20240522);山西省研究生创新项目(项目编号:2023SJ169)


Research Topic and Interdisciplinary Cross-dimensional Analysis of Drug Repositioning Based on DTM
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Affiliation:

School of Management, Shanxi Medical University, Taiyuan 030001 , China

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    摘要:

    目的/意义 对药物重定位领域文献进行主题挖掘,揭示其学科交叉、研究主题现状及发展脉络。方法/过程 首先,基于Web of Science学科分类体系确定文献支持学科,通过学科共现聚类分析形成药物重定位研究支持学科群。其次,界定学科交叉文献并划分发展阶段,采用KeyBERT+DTM模型挖掘研究主题。再次,构建“主题-支持学科群”关联网络,分析学科群对领域研究的支持度及主题侧重。最后,基于持续性和差异性分析学科交叉主题的演进态势。结果/结论 药物重定位研究形成以4大学科群为核心、9个跨学科主题为增长极的复合型知识关联网络。研究主题随时间呈非线性发展并趋于均衡。

    Abstract:

    Purpose/Significance To conduct topic mining of literatures in the field of drug repositioning, and to reveal its interdisciplinary statas, research topic status and development venation. Method/Process Firstly, the literature support disciplines are determined based on the Web of Science subject classification system, and the drug repositioning research support discipline groups are formed through the co-occurrence cluster analysis of disciplines. Secondly, the interdisciplinary literatures are defined, and the development stages are divided. The KeyBERT+DTM model is used to mine research topics. Thirdly, the “topic-support subject group” association network is constructed to analyze the support degree and topic focus of the subject groups for the research in the field. Finally, the evolution trend of interdisciplinary topics is analyzed based on continuity and difference.Result/Conclusion The research on drug repositioning has formed a compound knowledge association network with 4 discipline groups as the core and 9 interdisciplinary topics as the growth poles. The research topic develops nonlinearly over time and tends to be balanced.

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邰杨芳,陈天麒,安鹏伟,等.基于DTM的药物重定位领域研究主题与学科交叉跨维度分析[J].医学信息学杂志,2025,46(6):50-56

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  • 最后修改日期:2025-02-20
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  • 在线发布日期: 2025-07-17
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