基于本体和FCM算法的全域资源发现方法  

All-Domain Resource Discovery Based on Ontology and FCMAlgorithm

作　　者：陈晓倩 张晓雪[1] 罗爱民[1] CHEN Xiao-Qian;ZHANG Xiao-Xue;LUO Ai-Min(Science and Technology on Information Systems Engineering Laboratory,National University of Defense Technology,Changsha Hunan 410073,China)

机构地区：[1]国防科技大学信息系统工程重点实验室,湖南长沙410073

出　　处：《指挥与控制学报》2022年第1期95-100,共6页Journal of Command and Control

摘　　要：综合利用各域资源动态构建面向任务的作战体系是未来作战的基本形态.针对全域内部存在大量作战资源、各域之间资源信息不透明等问题,提出一种面向作战活动的全域资源发现方法,为体系架构的快速生成提供资源支撑.在资源本体模型的基础上,针对输入的作战活动需求,运用本体相似度匹配、三角模糊数、模糊C均值聚类等技术,分3个阶段完成对目标资源的快速搜索,确保得到的资源满足各项约束和需求,避免了语义歧义造成的资源查全率过低等问题.The comprehensive use of resources from all domains to dynamically build a mission-oriented combat system of systems is the basic form of future operations.Facing the problems of massive combat resources within the whole domain and opaque resource information between domains,a resource discovery method for combat activities is proposed to provide resource support for rapid generation of system and systems architecture.Based on the resource ontology model,the method uses techniques such as ontology similarity matching,triangular fuzzy number,and resource clustering convergence to search for target resources in three stages,ensuring that the obtained resources satisfy all constraints and requirements,and avoiding problems such as low resource search completion rate caused by semantic ambiguity.

关 键 词：资源发现 本体 本体相似度 三角模糊数 FCM聚类 

分 类 号：E91[军事]