作战目标知识图谱构建与应用

针对高技术条件下的作战目标信息保障需求,根据知识图谱技术基本概念,分析了作战目标知识图谱的重要性,提出了作战目标知识图谱构建的基本架构,并对实体抽取、关系抽取、属性抽取、实体消歧、指代消解等主要环节的技术路线进行了详细阐述,提出了作战目标信息智能检索和信息推荐、作战目标多维知识表示、作战指挥辅助决策等作战目标知识图谱典型应用,对知识图谱技术在作战服务保障中的应用进行了展望,并提出了作战目标知识图谱在应用中面临的技术挑战。文章在作战目标信息保障中初步探索了知识图谱技术应用,对未来目标情报指挥认知能力形成具有一定指导意义。

Construction and Application of Knowledge Graph for Target in Battlefield

Aimed at the demand for combat target information service in condition of modern high technology, the impor?tance of knowledge graph of target in battlefield is analysed in this paper, based on the basic concepts of knowledge graphtechnology. The framework of the knowledge graph construction of target in battlefield is proposed, some methods and tech?nical points such as data preparation and preprocessing, knowledge extraction, knowledge links are described, knowledgegraph technique application is prospected and some key technique is proposed. The paper studies knowledge graph tech?nique application for combat target information service basically, gets some experimental achievements with guiding signif?icance.