火力与指挥控制2025，Vol.50Issue(12)：124-134,11.DOI:10.3969/j.issn.1002-0640.2025.12.017
演训多模态知识图谱的构建及应用
Construction and Application of Multi-modal Knowledge Graph for Exercise Training
WANG Yuan 1LUO Shimiao 2SONG Zhenzhi 2HU Weixiang 2ZENG Xuelong2
作者信息
- 1. Academy of Military Science,Beijing 100091,China||Unit 32187 of PLA,Zhangzhou 363400,China
- 2. Unit 32187 of PLA,Zhangzhou 363400,China
- 折叠
摘要
Abstract
Given the difficulties in managing and utilizing the training data,a research on the construction and application method of a multi-modal knowledge graph for exercise training is conducted based on the heterogeneous characteristics of multiple sources of training data.Firstly,the architecture of the multi-modal knowledge graph for exercise training is proposed,with a focus on the construction of domain ontology based on expert knowledge,and the multi-modal data processing and knowledge extraction are elaborated.Secondly,a multi-modal knowledge graph service application architecture for exercise training is proposed,and the constructed exercise training knowledge graph example is combined with,the application services provided by the training knowledge graph for researchers,commanders,and combat personnel in developing combat concepts,exercise planning and design,research on combat training methods and others are expounded.关键词
训练数据/多模态/知识图谱/本体构建/知识抽取Key words
exercise training data/multi-modal/knowledge graph/ontology construction/knowledge extraction分类
信息技术与安全科学引用本文复制引用
WANG Yuan,LUO Shimiao,SONG Zhenzhi,HU Weixiang,ZENG Xuelong..演训多模态知识图谱的构建及应用[J].火力与指挥控制,2025,50(12):124-134,11.
