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面向装备试验鉴定领域数据治理的知识图谱本体构建

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针对装备试验鉴定领域数据复杂性带来的数据治理难题,提出通过构建知识图谱辅助相关试验鉴定机构开展数据治理的技术思路.分析试验鉴定任务与领域数据特点,在斯坦福本体构建流程的基础上,设计了一种具有试验鉴定领域普适性的本体构建方法.基于该方法构建的知识图谱本体模型,具有明确的业务针对性与体系拓展性.最后,通过典型示例验证了该方法构建知识图谱,对试验鉴定领域数据治理工作具有一定的支持能力.
Knowledge graph ontology construction for data governance in equipment testing and indentification field
Aiming at the problem of data governance caused by the complexity of data in the field of equipment testing and indentification,the technical idea of assisting relevant test and indentification institutions to carry out data governance by constructing knowledge graph is put forward.Based on the analysis of the characteristics of test identification tasks and domain data,an ontology construction method with universality in the field of testing and identification is designed on the basis of Stanford ontology construction process.The knowledge graph ontology model constructed based on this method has clear business pertinence and system expansion.Finally,through typical examples,the knowledge graph constructed by this method is verified to support the data governance in the field of equipment testing and indentification.

test indentificationdata governanceknowledge graphknowledge ontologyontology construction method

栾瑞鹏、张静、刘立坤

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中国人民解放军91550部队,辽宁大连 116023

中国人民解放军32801部队,北京 100000

试验鉴定 数据治理 知识图谱 知识本体 本体构建方法

2024

系统工程与电子技术
中国航天科工防御技术研究院 中国宇航学会 中国系统工程学会

系统工程与电子技术

CSTPCD北大核心
影响因子:0.847
ISSN:1001-506X
年,卷(期):2024.46(3)
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