情报科学 ›› 2021, Vol. 39 ›› Issue (12): 155-164.

• 博士论坛 • 上一篇    下一篇

面向图博档数字化服务融合的知识图谱构建与实现

  

  • 出版日期:2021-12-01 发布日期:2021-12-29

  • Online:2021-12-01 Published:2021-12-29

摘要: 【 目的/意义】探讨面向图博档数字化服务融合的知识图谱构建与实现。【方法/过程】梳理图博档领域知识图
谱研究和应用现状,研究图博档知识图谱的构建方法,首先构建图博档知识图谱的结构模型,其次设计知识图谱的
构建流程,包括需求分析、数据获取、知识抽取、知识融合、存储设计和图谱绘制,最后以辛亥革命主题为例设计知
识图谱的存储模式,应用Neo4j图数据库存储并实现图博档主题知识图谱。【结果/结论】图博档知识图谱能跨越其
中单一领域的知识壁垒而融合图博档资源,并能可视化展示图博档数字资源之间的语义关联,方便用户知识获取
与知识发现。【创新/局限】本文研究丰富了知识图谱的应用场景,可为图博档数字化服务融合研究提供一种新的知
识可视化呈现及服务方式。

Abstract: 【Purpose/significance】This paper discusses the structure model construction and implementation of knowledge graph for
LMA digital service convergence【. Method/process】This paper combs the research and application status of the knowledge graph in the field of LMA,studies the construction method of the knowledge graph,firstly constructs the structure model of the knowledge graph of LMA,and then designs the construction process of the knowledge graph,including the demand analysis,data acquisition,knowledge ex-traction,knowledge convergence,storage design and mapping knowledge graph.Finally,taking the Xinhai Revolution theme as an exam-ple,the storage mode of the knowledge graph is designed,and the Neo4j is applied to the database stores and implements the subject knowledge graph of LMA【. Result/conclusion】The LMA knowledge graph can cross the knowledge barrier of a single field and fuse the LMA resources.It can also visually display the semantic association between the LMA digital resources,facilitate users' knowledge ac-quisition and knowledge discovery【. Innovation/limitation】This paper research enriches the application scenarios of knowledge graph,and provide a new way of knowledge visualization and service for LMA digital services convergence.