《计算机应用研究》|Application Research of Computers

国内垂直领域知识图谱发展现状与展望

Development status and prospect of vertical domain knowledge graph in China

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作者 付雷杰,曹岩,白瑀,冷杰武
机构 1.西安工业大学 机电工程学院,西安 710021;2.广东工业大学 省部共建精密电子制造技术与装备国家重点实验室,广州 510006
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文章编号 1001-3695(2021)11-001-3201-14
DOI 10.19734/j.issn.1001-3695.2021.04.0095
摘要 为了充分展现国内在垂直知识图谱领域研究的现状,以垂直领域知识图谱为研究对象对其发展现状和趋势进行综述。对垂直领域知识图谱的定义和分类、架构和关键技术的发展现状进行了详细论述;针对垂直领域知识图谱的具体应用进行了论述,并以学术信息知识图谱和医药卫生知识图谱为例进行了详细介绍。最后对垂直领域知识图谱发展中存在的问题和对策以及未来的趋势进行了探讨。
关键词 知识图谱; 垂直领域知识; 知识获取; 知识表达
基金项目 陕西省重点研发计划资助项目(2020GY-147)
广东省科技计划资助项目(2019A05050310)
本文URL http://www.arocmag.com/article/01-2021-11-001.html
英文标题 Development status and prospect of vertical domain knowledge graph in China
作者英文名 Fu Leijie, Cao Yan, Bai Yu, Leng Jiewu
机构英文名 1.School of Mechatronic Engineering,Xi'an Technological University,Xi'an 710021,China;2.State Key Laboratory of Precision Electronic Manufacturing Technology & Equipment,Guangdong University of Technology,Guangzhou 510006,China
英文摘要 In order to fully demonstrate the current research status of vertical knowledge graph, this paper took vertical domain knowledge graph as the research object to summarize its development status and trends. Firstly, the paper discussed in detail some key topics of the vertical domain knowledge graph, such as the definition and classification, architecture and key technologies. Furthermore, it focused on the specific applications of knowledge graph in vertical field, and took the academic information knowledge graph and medical and health knowledge graph as examples. Finally, this paper pointed out the problems and future trends in the development of knowledge graph in vertical fields.
英文关键词 knowledge graph; vertical domain knowledge; knowledge acquisition; knowledge expression
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收稿日期 2021/4/1
修回日期 2021/5/27
页码 3201-3214
中图分类号 G350
文献标志码 A