Digital modeling and grading evaluation of fabric softness for online trading

doi:10.1145/3727993.3728087

科研成果详情

题名	Digital modeling and grading evaluation of fabric softness for online trading
作者	Du，Jianxia 1; Yuan，Mengya 1; Du，Haoze 2; Huang，Pan 1; Zhu，Mengke 1,3
发表日期	2025-05-26
会议录名称	Proceedings of 2024 4th International Conference on Computational Modeling, Simulation and Data Analysis, CMSDA 2024
页码	574-580
摘要	Fabric softness is a very important tactile index to characterize clothing comfort. With the development of online trading, web-based, contactless clothing evaluation are demanded. But the softness evaluation of clothing is highly dependent on physical contact, and the evaluation method mainly relies on consumers' subjective evaluation. At present, there is a lack of classification standards and non-contact evaluation means for fabric softness. Through objective and subjective experiments, 18 objective mechanical property indexes and subjective softness evaluation results of 200 kinds of fabrics were obtained. Correlation analysis, variance analysis and linear regression were performed on the objective data and subjective results to gradually explore the relationship between the softness and mechanical indexes of different types of fabrics, and finally establish a digital evaluation model for fabric softness. Then the five grade classification standard of the softness are established. The sample of this study includes underwear, sports, suits, and the results have a wide range of adaptation. This digital evaluation model and grading standard make it possible to evaluate the subjective softness by objective means; meanwhile it provides a non-contact softness evaluation standard for online transactions, which facilitates the communication between merchants and users, reduces the differences caused by subjective evaluation, and is of great significance for the evaluation of clothing comfort for online transactions.
关键词	Digital evaluation model Fabric softness Mechanical property index Objective evaluation Subject evaluation
DOI	10.1145/3727993.3728087
URL	查看来源
语种	英语English
Scopus入藏号	2-s2.0-105008214320
引用统计
文献类型	会议论文
条目标识符	https://repository.uic.edu.cn/handle/39GCC9TT/13265
专题	北师香港浸会大学
通讯作者	Du，Jianxia
作者单位	1.School of Fashion Art and Engineering,Beijing Institute of Fashion Technology,Beijing,China 2.Institute of Science and Technology,Beijing Normal University-Hong Kong Baptist University United International College,Zhuhai,Guangdong,China 3.Institute of Science and Technology,Beijing Normal-Hong Kong Baptist University,Zhu Hai,Guang Dong,China
推荐引用方式 GB/T 7714	Du，Jianxia,Yuan，Mengya,Du，Haozeet al. Digital modeling and grading evaluation of fabric softness for online trading[C], 2025: 574-580.