Uncertainty reasoning model of subjective and objective aesthetic evaluation of car

doi:10.3785/j.issn.1008-973X.2021.03.001

IR > 设计艺术学院

	Uncertainty reasoning model of subjective and objective aesthetic evaluation of car
	Zhou, Ai-Min; Liu, Hong-Bin; Zhang, Shu-Tao; Ouyang, Jin-Yan
	2021-03-01
发表期刊	Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science)
ISSN	1008-973X
卷号	55 期号:3 页码:419-429 and 440
摘要	From the perspective of uncertain information reasoning, a aesthetic evaluation model of car front face form was proposed by combining subjective and objective evaluation evidence sources for information fusion, in order to overcome the one-sidedness and limitation of the single method of subjective evaluation and objective evaluation. Firstly, according to the principle of human visual aesthetics and the computational aesthetics method, the system of aesthetic measure and index calculation formula was constructed. Secondly, a questionnaire survey was carried out by using the two-pole progressive sorting method to obtain the aesthetic evaluation values. According to aesthetic preferences, users were classified into aesthetic groups. Using the grey relation analysis method, the weight of each index was calculated, and the evidence of subjective evaluation of each aesthetic group was acquired. Thirdly, the weight of each index was calculated using the entropy method and the CRITIC method, and two evidence sources of objective aesthetic evaluation were obtained. Finally, based on Dempster-Shafer evidence theory, the credibility of the subjective/objective evidence information was integrated and reasoned to evaluate the car front face's aesthetic. Experimental results show that the method can balance the subjective will of the aesthetic subject and the objective reflection of the object, and has good rationality and reliability. Copyright ©2021 Journal of Zhejiang University (Engineering Science). All rights reserved.
关键词	Computation theory Computational aesthetics Dempster Shafer evidence theory Grey relation analysis Questionnaire surveys Subjective and objective evaluations Subjective evaluations Uncertain informations Uncertainty reasoning
DOI	10.3785/j.issn.1008-973X.2021.03.001
收录类别	EI
语种	中文
出版者	Zhejiang University
EI入藏号	20211710257145
EI主题词	Surveys
EI分类号	721.1 Computer Theory, Includes Formal Logic, Automata Theory, Switching Theory, Programming Theory
引用统计	无
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/148414
专题	设计艺术学院
作者单位	School of Design Art, Lanzhou University of Technology, Lanzhou; 730050, China
第一作者单位	设计艺术学院
第一作者的第一单位	设计艺术学院
推荐引用方式 GB/T 7714	Zhou, Ai-Min,Liu, Hong-Bin,Zhang, Shu-Tao,et al. Uncertainty reasoning model of subjective and objective aesthetic evaluation of car[J]. Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science),2021,55(3):419-429 and 440.
APA	Zhou, Ai-Min,Liu, Hong-Bin,Zhang, Shu-Tao,&Ouyang, Jin-Yan.(2021).Uncertainty reasoning model of subjective and objective aesthetic evaluation of car.Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science),55(3),419-429 and 440.
MLA	Zhou, Ai-Min,et al."Uncertainty reasoning model of subjective and objective aesthetic evaluation of car".Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science) 55.3(2021):419-429 and 440.