基于文献计量分析的数据挖掘在中医诊断学领域的应用研究

为系统探索数据挖掘在中医诊断学领域应用的科研产出、研究主体及研究主题演化路径和前沿热点问题,研究以中国知网(CNKI)期刊数据库为数据源,收集自建库以来至2019年该领域相关文献,并利用CiteSpace和VOSviewer科学计量软件进行可视化知识图谱绘制.该研究领域的成长依次经历了起源阶段、探索阶段、发展阶段、平台...

Application of data mining in diagnosis of traditional Chinese medicine based on bibliometric analysis

In order to systematically explore the scientific research output,research subjects and the evolution path and frontier hot issues of the application of data mining in the field of traditional Chinese medicine(TCM)diagnostics,this study takes CNKI China Journal Database as the data source,collects relevant literature in this field from the establishment of the database to 2019.The scientific metrology software Citepace and VOSviewer were used to draw a visual knowledge map.It is found that the growth of this research field has experienced the origin,exploration,development,platform and new development stage in turn,and scholars’attention to this field is on the rise in general.At present,there are 35 high-yield authors in this field,and the journals are mainly the core journals in the field of TCM.Shanghai University of Traditional Chinese Medicine,Beijing University of Chinese Medicine and Hunan University of Chinese Medicine have the most scientific research output.There arefour main clusters of research topics:computer and TCM syndrome differentiation and treatment,data mining and disease medication law,TCM quantitative diagnosis,artificial intelligence and TCM four diagnosis.The main research topics have developed from the early application of computer-aided diagnosis,mathematical model,quantitative diagnosis,syndrome differentiation and so on in the TCM diagnosis to data mining,association rules,traditional Chinese medicine,fuzzy mathematics,medication law,clustering algorithm,big data,state identification,famous and old traditional Chinese Medicine in recent years.Especially in the era of Internet+and“healthy China”,TCM diagnoses have new connotation.Based on the thinking of TCM and the experience of famous doctors,giving full play to the advantages of data mining and exploring the rule of healthy big data in the real world of TCM has become a new hot spot.