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基于视觉感知的灰色设计决策方法
引用本文:陆蔚华,孙天琪.基于视觉感知的灰色设计决策方法[J].中国机械工程,2021,32(23):2890-2897.
作者姓名:陆蔚华  孙天琪
作者单位:南京航空航天大学机电学院,南京,210016
基金项目:国家重点研发计划(2019YFB1406400)
摘    要:针对人的隐性知识在设计决策过程中难以外显,导致决策结果不确定的问题,提出了一种融合视觉感知数据的灰色设计决策方法。基于视觉感知、注意与偏好的映射关系,建立视觉感知认知模型。综合决策者显性维度的主观选择和隐性维度的眼动追踪数据,构建偏好设计决策的评判机制,利用余弦距离来分配决策者权重,利用灰色决策综合排序求得方案的优劣顺序。以电饭煲为对象进行实例研究,结果表明该方法能得到客观、准确的决策结论,可有效应用于信息有限条件下的群体决策,为设计创新提供方法参考。

关 键 词:设计决策  灰色理论  内隐测量  视觉感知  眼动追踪  

Grey Design Decision Method Based on Visual Perception Data
LU Weihua,SUN Tianqi.Grey Design Decision Method Based on Visual Perception Data[J].China Mechanical Engineering,2021,32(23):2890-2897.
Authors:LU Weihua  SUN Tianqi
Affiliation:College of Mechanical and Electrical Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing,210016
Abstract:Aiming at the problems that tacit knowledge was difficult to be revealed in the design decision processes, which led to the uncertain decision results, a grey design decision method blending visual perception data was proposed. Based on the mapping among visual perception, attention and preference, a cognitive model of visual perception was created. Integrating the decision makers subjective choice of explicit dimension and the eye tracking data of implicit dimension, a preference design decision-making evaluation mechanism was constructed, cosine distance was used to assign the weight of decision makers, and the gray decision comprehensive ranking was used to obtain the order of proposals. A case study was carried out on the rice cooker, the results show that the method may obtain objective and accurate decision-making conclusion. This protocol may be effectively applied to group decision-making under the conditions of limited information, and provide method reference for design innovation. 
Keywords:design decision  grey theory  implicit measurement  visual perception  eye tracking  
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