摘要
针对军事装备数据呈现碎片化分布、冗杂、多模态的显著特征,为了提高数据管理水平与使用效率,提出构建军事装备领域多模态知识图谱。通过元素组成与图谱结构分析,运用本体构建的方法设计装备领域多模态知识图谱结构,实现了多模态装备数据的有效融合。研究表明:该本体设计解决了装备领域多模态知识图谱构建的类属与模态两类关系。
In view of the significant characteristics of fragmented distribution,redundancy and complexity,and multi-modality of military equipment data,a multi-modal knowledge graph in the field of military equipment was constructed,in order to improve the level of data management and use efficiency.Through the analysis of element composition and graph structure,the method of ontology construction was used to design the multi-modal knowledge graph structure in the equipment field,and realized the effective fusion of multi modal equipment data.The research shows that the ontology design solves the two types of relationship between the generic and the modal in the construction of the multi-modal knowledge graph in the equipment field.
作者
彭京徽
汪振
李越
侯萍
PENG Jinghui;WANG Zhen;LI Yue;HOU Ping(National Key Laboratory for Complex Systems Simulation,Beijing 100101,China;No.1 Military Representative Office of Naval Armament Department in Shanghai Area,Shanghai 201913,China;The 92767 th Unit of PLA,Qingdao 266100,China)
出处
《兵器装备工程学报》
CAS
CSCD
北大核心
2022年第11期136-140,153,共6页
Journal of Ordnance Equipment Engineering
基金
军内研究生资助项目(JY2020B013)。
关键词
知识图谱
多模态
装备数据
本体设计
knowledge graph
multi-modal
equipment data
ontology design
