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。
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.
作者
付雷杰
曹岩
白瑀
冷杰武
Fu Leijie;Cao Yan;Bai Yu;Leng Jiewu(School of Mechatronic Engineering,Xi’an Technological University,Xi’an 710021,China;State Key Laboratory of Precision Electronic Manufacturing Technology&Equipment,Guangdong University of Technology,Guangzhou 510006,China)
出处
《计算机应用研究》
CSCD
北大核心
2021年第11期3201-3214,共14页
Application Research of Computers
基金
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)。
关键词
知识图谱
垂直领域知识
知识获取
知识表达
knowledge graph
vertical domain knowledge
knowledge acquisition
knowledge expression
