基于聚类分析的浙江青年男性手形分类与号型优化
2021-03-15范丹镱马希明王利君
范丹镱 马希明 王利君



摘要: 为探究浙江青年男性的手部形态变化,文章运用电子数显卡尺、软皮尺对118名浙江地区18~25岁男性进行手部测量,通过因子分析提取了手部形态的4个特征因子,采用K-Means聚类分析得出5种手部形态分类。对比国标手部数据,根据手形分类优化手部号型并探求手部中心号型,利用回归分析法研究手部基本尺寸与手长、手宽的关系。结果表明:与GB/T 16252—1996《成年人手部号型》中东南地区成年男子相比,浙江青年男性手部宽度尺寸有所减小;手部号型可细分为5号、6型,180/76 M为中心号型;手部各基本尺寸与手长、手宽存在线性关系。建立了手部数据库,细化了手部号型标准,可为手部产品设计提供参考。
关键词: 浙江地区;青年男性;手部测量;因子分析;手形分類;手部号型
Abstract: In order to explore the changes in the hand shape of young men in Zhejiang, a digimatic caliper and a soft tape measure were used to measure the hands of 118 males aged 18-25 in Zhejiang province. Four eigenfactors of hand shape were extracted by factor analysis, and five kinds of hand shapes were obtained by K-Means cluster analysis. By referring to national standard hand data, the hand sizes were optimized based on hand shape classification, and the center size of hand was explored. Regression analysis was used to study the relationship between the basic size, length and width of hands. The results show that: compared with the adult men in Southeast China in GB/T 16252-1996 "Adult Hand Size", the hand width of young men in Zhejiang has decreased; the hand sizes can be subdivided into sizes 5 and 6, with 180/76 M as the center size; there are linear relationships between the basic size, length and width of hands. A hand database is established, and the hand size standard is refined to provide a reference for the design of hand products.
Key words: Zhejiang; young men; hand measurement; factor analysis; hand shape classification; hand size
人体尺寸是一项重要的基础数据资源[1],而双手作为身体中的重要部位,是人体宏观活动最为频繁的器官,包含着众多的测量学指标和数据采集点。人体手部特征及分类研究是号型制定、手套结构设计、舒适合体性研究及版型优化的重要基础。随着人们生活水平的逐渐提高,人的手形也发生了很大变化。手套的合体性是影响使用满意度与舒适性的一个重要因素,而目前手套等手部产品的不合体已成为一个普遍存在的现象。但由于消费理念的改变,消费者对于合体和舒适性能的要求越来越高,很显然以前的号型已经跟不上手形的发展变化,而手部号型的设计依托于对手部形态的研究,因此手部测量与分析、手部形态的细分化研究就显得尤为重要。……
