国防交通领域知识图谱构建与应用探索

Research on Construction and Application of Domain Knowledge Graph in National Defense Transportation

为有效开展国防交通领域数据资源分析利用,提高应急交通保障信息化支撑能力,研究探索知识图谱技术在国防交通领域的应用。针对国防交通领域特点,从知识来源、知识表示、知识获取、知识融合、知识存储和知识应用6个层次开展国防交通领域知识图谱框架设计和构建方法研究,并从业务知识关联搜索、业务辅助决策和可视化分析挖掘角度梳理其应用模式。最后形成了国防交通领域知识图谱整体框架,并提出构建流程方法以及应用模式,为国防交通领域知识图谱建设提供参考。

In order to effectively carry out the analysis and utilization of data resources in the field of national defense transportation,and improve the information support level of emergency traffic guarantee work,the application of knowledge graph technology was studied.According to the characteristics of national defense transportation domain,framework design and construction of domain knowledge graph were carried out from 6 aspects:knowledge source,knowledge representation,knowledge acquisition,knowledge fusion,knowledge storage and knowledge application.And its application mode was analyzed from the perspective of professional knowledge association search,aided decision making and visual analysis mining.Finally,the framework of national defense transportation domain knowledge graph was formed.Its construction method and application mode were proposed.The framework,construction method and application mode can provide a reference for the subsequent construction.