引用本文:赵凯,王华星,施娜,萨震,许筱颖.基于Neo4j桂枝汤类方知识图谱的研究与实现[J].世界中医药,2019,(10):. |
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基于Neo4j桂枝汤类方知识图谱的研究与实现 |
Study and Implementation on Knowledge Graph of Guizhi Decoction Associated Formulas Based on Neo4j |
投稿时间:2019-03-20 |
DOI:10.3969/j.issn.1673-7202.2019.10.019 |
中文关键词: 知识图谱 图数据库 伤寒论 桂枝汤 自然语言处理 Neo4j 中医类方 方证 |
English Keywords:Knowledge graph graph database Treatise on Cold Damage Guizhi Decoction Natural language processing Neo4j Chinese medicine formula Formula and syndrome |
基金项目:国家自然科学基金项目(81573840)——“肾应冬”生理机制的研究-时令季节对肾上腺轴功能影响的相关性研究,负责人:郭霞珍 |
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中文摘要: |
知识图谱与自然语言处理技术和搜索技术的结合越来越广,成为了近年知识服务领域研究的新热点。目前知识图谱在中医药领域的应用主要集中在可视化分析,尚无能够支持自然语言处理领域和知识服务领域的中医知识图谱。本研究使用了Neo4j图数据库构建了基于《伤寒论》桂枝汤类方的小型知识图谱,可以实现对桂枝汤类方的证、方、药的可视化分析以及检索等功能。研究结果证明了这种方法的可行性,并为今后将中医类知识图谱与深度学习技术相结合应用的开发奠定了基础。 |
English Summary: |
In recent years,the increasingly wide combination of knowledge graph,natural language processing as well as search technique has become a new hotspot in the field of knowledge service.Nowadays,the application of knowledge graph in the field of traditional Chinese medicine(TCM)is mainly focused on visual analysis.There is still no TCM knowledge graph that can support the fields of natural language processing and knowledge service.In this paper,Neo4j graph database is used to construct a small knowledge graph based on Guizhi Decoction associated formulas in Treatise on Cold Damage,which can realize functions of visual analysis and searching on syndromes,formulas and medicines of Guizhi Decoction associated formulas.Results of the study prove the feasibility of this method,and lay the foundation for future development of the combination of TCM knowledge graph and deep learning technology. |
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