军事系统工程中的知识图谱应用及研究  

Application and research of knowledge graph in military system engineering

作　　者：马玉凤 向南 豆亚杰 姜江 杨克巍[1] 谭跃进[1] MA Yufeng;XIANG Nan;DOU Yajie;JIANG Jiang;YANG Kewei;TAN Yuejin(College of Systems Engineering,National University of Defense Technology,Changsha 410003,China)

机构地区：[1]国防科技大学系统工程学院,湖南长沙410003

出　　处：《系统工程与电子技术》2022年第1期146-153,共8页Systems Engineering and Electronics

基　　金：国家自然科学基金(71901214,71690233)资助课题。

摘　　要：目前随着通用知识图谱构建技术的发展、自然语言处理技术的进步以及各个行业挖掘数据深层关系的需要,军事同电商、金融证券、医疗等行业一样,也需要构建属于自己领域的知识图谱。通过定义军事知识图谱以及明确军事知识图谱使用时的特殊性,总结了构建过程中的难点,介绍了当前构建军事知识图谱的思路以及使用的技术手段,汇总了军事领域应用知识图谱的现状。最后,给出了知识图谱最新的研究进展,并针对军事领域知识图谱中一部分未解决的困难问题提供了一种可能的解决思路。With the development of general knowledge graph construction technology, the progress of natural language processing technology and the need of mining the deep relationship of data in various industries, the military, like e-commerce, financial securities, medical and other industries, also began to build their own knowledge graph. By defining the military knowledge map and clarifying the particularity of the use of the military knowledge map, the difficulties in the construction process are summarized, the current construction of the military knowledge map and the technical means used are introduced, and the status of the applied knowledge map in the military field is summarized. Finally, the latest research progress of knowledge graph is gived, and a possible solution is provided to some unsolved difficult problems of knowledge graph in military field.

关 键 词：军事领域知识图谱 多源异构数据 小样本 图谱众包 

分 类 号：TP182[自动化与计算机技术—控制理论与控制工程]