山西中医药大学学报2025，Vol.26Issue(11)：1186-1191,6.DOI:10.19763/j.cnki.2096-7403.2025.11.04
利用Neo4j创建知识图谱探析名老中医临证之路
Mapping the clinical methodology of venerable TCM masters using Neo4j knowledge graphs
摘要
Abstract
Objective:To investigate the clinical methodology and experiential knowledge of venerable TCM masters through knowledge graph technology,providing structured learning pathways,methodologies,and reference texts for con-temporary medical students.Methods:Utilizing autobiographical accounts from 26 modern TCM masters documented in The Path of Venerable TCM Masters:Volume I,we constructed dual-layer knowledge graphs(data schema and logical structure)via Neo4j graph database.The system simulates human cognitive learning patterns through Cypher query lan-guage implementations.Results:A comprehensive knowledge graph of"clinical methodology pathways"was established,comprising 409 entities and 381 relationships across five core domains:textual chapters,master practitioners,apprentice-ship patterns,canonical text research,clinical methodologies,and academic publications.Query functions effectively re-trieved required knowledge components.Analysis revealed that venerable masters' clinical pathways originated from men-torship,featured intensive research on canonical texts,developed unique clinical learning methodologies,and culminated in specialized expertise with prolific academic output.Conclusion:Knowledge graph technology effectively systematizes and visualizes the clinical wisdom of venerable TCM masters,offering contemporary learners evidence-based references for TCM education.关键词
知识图谱/名老中医/临证方法/精研经典/学医路径Key words
knowledge graph/venerable TCM masters/clinical methodology/canonical text research/medical learning trajectory分类
信息技术与安全科学引用本文复制引用
Zhang Shuang,Zhao Yuwei,Lu Yimin,Hu Yaxin,Guo Dawei,Li Xiaobo..利用Neo4j创建知识图谱探析名老中医临证之路[J].山西中医药大学学报,2025,26(11):1186-1191,6.基金项目
山西特色优势名方验方和诊疗技术研发引导专项(2023PY-YS-29) （2023PY-YS-29）
山西中医药管理局项目(2023ZYYA030) （2023ZYYA030）
山西省哲学社会科学项目(2023YJ099) （2023YJ099）
山西中医药大学中医临床基础学科建设项目(2023XKJS-04) （2023XKJS-04）
山西中医药大学博士科研启动基金项目(2022BK02) （2022BK02）
