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User Preference Significance Impact Measurement Based on Eye-Movement Data --Case Study of Decorative Pattern of Wardrobe Door

机译:基于眼动数据的用户偏好重要性影响度量-以衣柜门装饰图案为例

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This paper aims at exploring the participants' eye movement characteristics and aesthetic preferences of various decorative pattern of the wardrobe door. It takes 12 kinds of different decorative patterns of the wardrobe door as the research objects, and uses the eye movement recording technique combined with subjective evaluation method as the comprehensive research means for the study. The results show that: (1) According to the analysis of variance (ANOVA), different decorative patterns influence participants' eye movement indexes (fixation duration and number of fixation) and subjective evaluation significantly. (2) Through regression analysis, subjects' eye movement fixation duration and subjective evaluation value could be fitted into linear regression equation y=329.56x-226.47. Further significance test of regression equation shows that F (1, 22) = 137.544, P < 0.001, which indicates that the effect of regression equation overall regression is very obvious. (3) Subjective evaluation value and the number of fixation could be fitted into the equation y=1.1336x-0.5463, and its significance test of the regression equation results is F (1, 22) = 168.91, P < 0.001, so the higher eye movement numerical value, the higher the level of subjective evaluation, and the stronger the degree of preference. (4) The patterns with simple lines, clear graphics and more creative shapes get stronger aesthetic preference. In addition, the decorative elements of a wide stripe in the middle of the door like a belt get strong aesthetic preference.
机译:本文旨在探讨参与者的眼动特性以及衣柜门各种装饰图案的审美偏好。以衣柜门的12种不同装饰图案为研究对象,结合眼动记录技术和主观评价方法,作为研究的综合研究手段。结果表明:(1)根据方差分析(ANOVA),不同的装饰图案会显着影响参与者的眼球运动指数(注视时间和注视次数)和主观评价。 (2)通过回归分析,可以将受试者的眼动注视持续时间和主观评价值拟合为线性回归方程y = 329.56x-226.47。回归方程的进一步显着性检验表明,F(1,22)= 137.544,P <0.001,表明回归方程整体回归的效果非常明显。 (3)可以将主观评价值和注视点数拟合为方程y = 1.1336x-0.5463,其对回归方程结果的显着性检验为F(1,22)= 168.91,P <0.001,因此较高眼动数值,主观评价水平越高,偏好程度越强。 (4)线条简单,图形清晰,形状更具创意的图案具有更强的美学偏好。另外,门中间的宽条状装饰元素(如皮带)具有强烈的美学偏好。

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