国际中文开源期刊平台

知识图谱在战场环境数据智能保障中的应用

Application of Knowledge Graph in Intelligent Support of Battlefield Environment Data

社会科学进展 / 2022,4(6)：575-583 / 2023-01-06 495 420

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• 作者： 王振宇      范玉茹     
• 单位：

  中国人民解放军61206 部队，北京

• 关键词： 知识图谱；战场环境数据；智能保障
• Knowledge graph; Battlefield environment data; Intelligent security
• 摘要： 随着技术手段的飞速发展，战场环境保障部队积累了大量的多源异构数据产品。如何向任务部队提供更加专业、更加全面、更加精准的战场环境数据保障，以满足越来越丰富的军事斗争准备要求成为一个热点问题。本书提出了一种基于知识图谱与协同过滤的数据智能推荐方法，研究了战场环境数据知识图谱构建和基于知识图谱的数据智能推荐，验证了知识图谱在战场环境数据智能保障中的可用性，对提升战场环境智能保障效能起到了积极的推进作用。
• With the rapid development of technology, the supported troops of battlefield environment has accumulated a large number of multisource heterogeneous products of data. How to provide mission forces with more professional，more comprehensive and more accurate battlefield environment data to meet the increasingly rich requirements of military struggle preparedness has become a hot issue. In this paper, a intelligent recommendation of data based on knowledge graph and collaborative filtering is proposed. This paper studies the construction of knowledge graph of battlefield environment data and the intelligent recommendation of data based on knowledge graph, verifies the usability of knowledge graph in intelligent support of battlefield environment data, and plays a positive role in promoting the efficiency of intelligent support of battlefield environment.
• DOI： https://doi.org/10.35534/pss.0406052
• 引用： 王振宇，范玉茹．知识图谱在战场环境数据智能保障中的应用［J］．社会科学进展，2022，4（6）：575-583．