| 航空术语语义知识库ATHowNet的构建 |
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| 引用本文： | 王裴岩,张桂平,蔡东风. 航空术语语义知识库ATHowNet的构建[J]. 中国科技术语, 2021, 23(3): 26-32. DOI: 10.12339/j.issn.1673-8578.2021.03.004 |
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| 作者姓名： | 王裴岩 张桂平 蔡东风 |
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| 作者单位： | 沈阳航空航天大学人机智能研究中心,辽宁沈阳 110136 |
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| 基金项目： | 教育部人文社会青年基金项目“领域概念的语义表示方法与大规模语义知识库建设研究”(17YJC740087) |
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| 摘 要： | 语义知识库在自然语言处理的许多领域中起着重要的作用。现有的语义知识库主要面向常识知识,特定领域的语义知识库则很少。文章将知网(HowNet)的理论体系与概念表示方法扩展至航空领域,提出了一个航空领域术语语义知识库——ATHowNet,并介绍了构建过程。该知识库包含3700个概念、3959个概念关系和3864个术语。在航空术语相似度计算及词类比任务上应用与验证了ATHowNet,结果证实了其在航空领域概念语义描述及基于概念关系推理上的有效性。
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| 关 键 词： | 语义知识库 航空术语 概念 概念关系 |
| 收稿时间： | 2021-02-26 |
| 修稿时间： | 2021-05-11 |
Constructing of ATHowNet: A Semantic Knowledge Base for Aviation Terms |
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| WANG Peiyan,ZHANG Guiping,CAI Dongfeng. Constructing of ATHowNet: A Semantic Knowledge Base for Aviation Terms[J]. Chinese Science and Technology Terms Journal, 2021, 23(3): 26-32. DOI: 10.12339/j.issn.1673-8578.2021.03.004 |
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| Authors: | WANG Peiyan ZHANG Guiping CAI Dongfeng |
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| Abstract: | Semantic knowledge base plays an important role in many areas of natural language processing. Existing semantic knowledge bases are produced mainly for common sense knowledge, and there is few semantic knowledge base for specific domains. This paper extends the theory and concept representation method of HowNet to the aviation domain, proposes a semantic knowledge base for aviation terms, ATHowNet, and describe the process of constructing it. This knowledge base contains 3700 concepts, 3959 relations and 3864 terms. ATHowNet is applied and verified in the task of aviation term similarity calculation and word analogy. The results show that ATHowNet is effective in aviation domain concept description and reasoning based on concept relationship. |
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| Keywords: | semantic knowledge base aviation terms concept concept relation |
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