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知识图谱在数据管理方面的应用研究

朱卫星 杨晶 刘新洋 谢运权 李晋

科技创新与应用2025,Vol.15Issue(16):188-192,5.
科技创新与应用2025,Vol.15Issue(16):188-192,5.DOI:10.19981/j.CN23-1581/G3.2025.16.044

知识图谱在数据管理方面的应用研究

朱卫星 1杨晶 2刘新洋 3谢运权 1李晋1

作者信息

  • 1. 陆军工程大学,南京 210007
  • 2. 31618部队,福州 350000
  • 3. 31608部队,福建 厦门 361006
  • 折叠

摘要

Abstract

Data management refers to the process of effective collection,organization,storage,retrieval and maintenance of data,aiming to ensure the accuracy,consistency,availability and security of data.This paper studies the basic knowledge of the logical architecture,storage methods,construction process and technology of knowledge atlas.Based on the application situation of knowledge atlas in various fields,the paper analyzes its position and role in the field of data management,proposes the challenges faced by knowledge graph in terms of aspects of data quality and security,as well as data scale and performance,and finally summarizes and prospects.

关键词

知识图谱/数据管理/查询与推理/数据整合/知识存储

Key words

knowledge graph/data management/query and reasoning/data integration/knowledge storage

分类

信息技术与安全科学

引用本文复制引用

朱卫星,杨晶,刘新洋,谢运权,李晋..知识图谱在数据管理方面的应用研究[J].科技创新与应用,2025,15(16):188-192,5.

科技创新与应用

2095-2945

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