领域知识
计算机科学
知识表示与推理
知识图
图形
人工智能
知识体系
代表(政治)
领域(数学分析)
理论计算机科学
开放式知识库连接
知识工程
知识管理
数学
个人知识管理
组织学习
数学分析
政治
政治学
法学
作者
Jiajun Lin,Yuanyang Zhao,Weiyuan Huang,Chunfang Liu,Haitao Pu
标识
DOI:10.1007/s00521-020-05057-5
摘要
Domain knowledge graph has become a research topic in the era of artificial intelligence. Knowledge representation is the key step to construct domain knowledge graph. There have been quite a few well-established general knowledge graphs. However, there are still gaps on the domain knowledge graph construction. The research introduces the related concepts of the knowledge representation and analyzes knowledge representation of knowledge graphs by category, which includes some classical general knowledge graphs and several typical domain knowledge graphs. The paper also discusses the development of knowledge representation in accordance with the difference of entities, relationships and properties. It also presents the unsolved problems and future research trends in the knowledge representation of domain knowledge graph study.
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