| 国内垂直领域知识图谱发展现状与展望 |
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| 引用本文： | 付雷杰,曹岩,白瑀,冷杰武. 国内垂直领域知识图谱发展现状与展望[J]. 计算机应用研究, 2021, 38(11): 3201-3214. DOI: 10.19734/j.issn.1001-3695.2021.04.0095 |
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| 作者姓名： | 付雷杰 曹岩 白瑀 冷杰武 |
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| 作者单位： | 西安工业大学机电工程学院,西安710021;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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| 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) |
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| 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.
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| 关 键 词： | 知识图谱 垂直领域知识 知识获取 知识表达 |
| 收稿时间： | 2021-04-01 |
| 修稿时间： | 2021-10-12 |
Development status and prospect of vertical domain knowledge graph in China |
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| Fu Leijie,Cao Yan,Bai Yv and Leng Jiewu. Development status and prospect of vertical domain knowledge graph in China[J]. Application Research of Computers, 2021, 38(11): 3201-3214. DOI: 10.19734/j.issn.1001-3695.2021.04.0095 |
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| Authors: | Fu Leijie Cao Yan Bai Yv Leng Jiewu |
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| Abstract: | 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. First, 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 & health knowledge graph as examples. Finally, this paper pointed out the problems and future trends in the development of knowledge graph in vertical fields. |
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| Keywords: | knowledge graph vertical domain knowledge knowledge acquisition knowledge expression |
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