摘要
为快速了解消费者对格子型色织物的喜好需求,把握格子型色织物纹样的设计定位,通过显示交互评价和隐式喜好度计算,建立动态的用户偏好优选模型。首先确定格子型色织物纹样的设计特征要素,选取交互评价的纹样样本和优选的纹样数据库。然后通过对纹样样本交互打分,获取用户对纹样设计特征要素的喜好度,量化反映消费者喜好与纹样设计特征要素之间的关系。最后根据自动计算出的用户对纹样数据库中每幅纹样的喜好度,优选出用户喜欢的纹样类型。有32位用户参与实验,结果显示:所有用户对优选的8幅纹样的平均满意度在50%以上,其中2/3用户对纹样的平均满意度在80%以上,说明该优选模型具有较好的可行性,可辅助纹样设计师快速了解消费者对格子型色织物的喜好需求,为个性化定制和设计提供参考。
In order to quickly catch the consumer′s demand and grasp the design positioning of plaid yarn-dyed fabric pattern,a dynamic user preference model by displaying interactive evaluation and implicit preference calculation was proposed.Firstly,the design feature elements of the plaid yarn-dyed fabric pattern was determined,and the pattern samples for the interactive evaluation and the preferred pattern database were selected.Secondly,the user′s preference on the pattern of design feature elements was obtained through scoring the pattern samples.Then,the relationship between user′s preference and the design feature elements of the pattern was quantitatively reflected.Finally,the user′s preferred pattern was selected out based on the preference of each pattern which was calculated automatically in the pattern database.The results from 32 users participated in the test show that all users have more than 50%average satisfaction with the 8 selected patterns,in which 2/3 of the users have more than 80%average satisfaction.It is indicated that the preferred model has good feasibility and can help the designers quickly catch the consumer′s demand for the plaid yarn-dyed fabric,providing reference for personalized customization and design.
作者
吴洋
向军
张宁
潘如如
高卫东
WU Yang;XIANG Jun;ZHANG Ning;PAN Ruru;GAO Weidong(Key Laboratory of Eco-Textiles(Jiangnan University),Ministry of Education,Wuxi,Jiangsu 214122,China)
出处
《纺织学报》
EI
CAS
CSCD
北大核心
2018年第9期50-56,共7页
Journal of Textile Research
基金
江苏省博士后科研资助项目(1601017A)
江苏高校优势学科建设工程资助项目(苏政办发[2014]37号)
关键词
格子型色织物纹样
消费者喜好度
交互评价
优选模型
设计特征要素
plaid yarn-dyed fabric pattern
consumer preference
interactive evaluation
selection model
design feature element
