语义视角下基于大数据分析的装备体系评估研究

摘要

To tackle the issues existing in traditional equipment system evaluation method in the respects like complex system modeling,analytical evaluation methods design and large simulation computation,the paper tries to apply big data analysis to the assessment of equipment system.The paper makes the research on the equipment system evaluation based on big data analysis in semantic perspective and then analyzes the semantic problem in equipment system evaluation on the basis of evaluation framework design to extract key technologies and probe into key technology routes.By application of relevant techniques like data mining and knowledge discovery,the paper analyzes massive amounts of multi-source heterogeneous data and concludes the capability of equipment system and the measurement of the capability so as to provide a theoretic basis and a technical framework for equipment system evaluation based on big data analysis.%针对传统装备体系评估方法在复杂体系结构建模、解析评估方法设计、大型模拟仿真计算等方面存在的问题,尝试将大数据分析应用到装备体系评估中.从语义角度研究了基于大数据分析的装备体系评估,在设计评估框架的基础上,分析装备体系评估中的语义问题,提炼其中的关键技术,分析各关键技术路线;通过数据挖掘和知识发现等相关技术分析海量多源异构的装备数据,得出装备体系能力及能力的度量,为实现基于大数据分析的装备体系评估提供理论基础和技术框架.