《伤寒论》知识图谱构建与应用

Construction and application of knowledge graph of Treatise on Febrile Diseases

  • 摘要:
    目的建立《伤寒论》“病-证-症-法-方”知识图谱,降低数据的模糊性和不确定性问题,为后期的知识推理及其应用奠定基础。
    方法在中医经方专家指导下,采用“自顶向下为主,自底向上为辅”的方式,针对《伤寒论》原文从病、证、症、法、方五个方面进行知识抽取、知识融合和知识存储,完成《伤寒论》知识图谱的构建,在此基础上实现知识结构与关联性查询及其可视化。
    结果完成《伤寒论》“病-证-症-法-方”知识图谱的构建,共得到6469个实体和10911个关系三元组,可以进行实体及其之间关系的查询,并以可视化的形式展示查询结果。
    结论《伤寒论》知识图谱较为系统的实现了《伤寒论》知识体系的数字化,提高了知识表示的完备性和准确性,能够清晰、高效的获取“病-证-症-法-方”之间的联系,有利于知识的共享和重用。

     

    Abstract:
    ObjectiveTo establish the knowledge graph of “disease-syndrome-symptom-method-formula” in Treatise on Febrile Diseases (Shang Han Lun,《伤寒论》) for reducing the fuzziness and uncertainty of data, and for laying a foundation for later knowledge reasoning and its application.
    MethodsUnder the guidance of experts in the classical formula of traditional Chinese medicine (TCM), the method of “top-down as the main, bottom-up as the auxiliary” was adopted to carry out knowledge extraction, knowledge fusion, and knowledge storage from the five aspects of the disease, syndrome, symptom, method, and formula for the original text of Treatise on Febrile Diseases, and so the knowledge graph of Treatise on Febrile Diseases was constructed. On this basis, the knowledge structure query and the knowledge relevance query were realized in a visual manner.
    ResultsThe knowledge graph of “disease-syndrome-symptom-method-formula” in the Treatise on Febrile Diseases was constructed, containing 6 469 entities and 10 911 relational triples, on which the query of entities and their relationships can be carried out and the query result can be visualized.
    ConclusionThe knowledge graph of Treatise on Febrile Diseases systematically realizes its digitization of the knowledge system, and improves the completeness and accuracy of the knowledge representation, and the connection between “disease-syndrome-symptom-treatment-formula”, which is conducive to the sharing and reuse of knowledge can be obtained in a clear and efficient way.

     

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