基于眼动数据的蜡染纹样个性化偏好研究  

Batiks Patterns of Individual Preference Research Based on Eye Movement Data

作　　者：施实芳 潘伟杰[1] 吕健[1] 刘丹[1] 刘征宏 SHI Shifang;PAN Weijie;LV Jian;LIU Dan;LIU Zhenghong(Key Laboratory of Advanced Manufacturing Technology, Ministry of Education, Guizhou University, Guiyang Guizhou 550025, China)

机构地区：[1]贵州大学现代制造技术教育部重点实验室,贵州贵阳550025

出　　处：《图学学报》2017年第4期516-522,共7页Journal of Graphics

基　　金：国家科技支撑计划项目(2014BAH05F01;2014BAH05F02;2014BAH05F03);贵州省科技计划项目(黔科合J字[2013]2108;Z字[2013]4005);黔发改投资项目([2012]2747;[2012]2484)

摘　　要：传统的个性化偏好研究仅限于感性分析,获取用户对某一产品的感性偏好。感性分析具有主观性、不稳定性等特点,造成个性化偏好研究缺乏科学理论基础。为此提出一种利用眼动数据预测用户个性化偏好的方法。通过对用户眼动数据和设计要素关系的研究,建立眼动数据和设计要素的多元回归方程,探索用户对蜡染纹样的个性化偏好,并得到不同设计要素的喜好权重,从而针对不同用户制定不同的个性化方案。The traditional personalized preferences are limited to sensibility analysis,and the user perceptual preferences of a particular product gotten.The sensibility analysis is subjectivity and instability,and the personal preferences are lack of scientific theoretical basis.The eye data is put forward a prediction method of users personalized.The multivariate regression equation is established based on the eye movement data and design elements.The patterns of the batik personalized user preferences are explored,and the weight of different design elements is gotten to obtained different solutions according to different user personalization.

关 键 词：个性化定制 偏好 眼动数据 多元回归 

分 类 号：TB472[一般工业技术—工业设计]