集成智能系统评价框架与应用研究

The Study of Integrated Intelligence System Evaluation Framework and Application

目前人工智能尚处于狭义人工智能阶段,只能针对特定任务与封闭场景,难以应对多任务与不确定性环境时应用需求。“集成智能”是将一种或多种智能能力进行集成,是实现适应场景的人工智能的可能路径。现有研究对于集成智能系统评价的研究尚不成熟,难以牵引集成智能系统研究。在分析集成智能概念内涵的基础上,提出了面向基础级、系统级以及应用级的多视角多层次集成智能系统评价框架并以人机协同军事智能应用为例,应用该框架建立了相应的指标体系,从而指导集成智能系统的评价。

Nowadays,Artificial Intelligence is in the stage of Artificial Narrow Intelligence,which can only be used for specific tasks and closed scenarios,and is difficult to meet the application requirements for dealing with multitask and uncertain environments.The"Integrated intelligence"refers to the integration of one or more intelligent capabilities,which is a possible path to achieve scene adaptive Al.At present,the research on the evaluation of integrated intelligent systems is not yet mature,and it is difficult to guide the research on integrated intelligent systems.Based on the analysis of the concept of the integrated intelligence,this paper proposes a multi perspective and multi-level integrated intelligence system evaluation framework including the foundation level,system level and application level.Meanwhile,this paper Takes the human-computer cooperative military intelligence application as an example,the corresponding indicator architecture is established by applying this framework,which can guide the evaluation of integrated intelligence system.