Authors: Lichuan Wang; Xianyi Zeng; Ludovic Koehl; Yan Chen
Addresses: University of Lille, Nord de France, 59000 Lille, France; GEMTEX Laboratory, ENSAIT, 59100 Roubaix, France ' University of Lille, Nord de France, 59000 Lille, France; GEMTEX Laboratory, ENSAIT, 59100 Roubaix, France ' University of Lille, Nord de France, 59000 Lille, France; GEMTEX Laboratory, ENSAIT, 59100 Roubaix, France ' College of Textile and Clothing Engineering, Soochow University, 215006 Suzhou, China
Abstract: This paper presents a model characterising the relation between emotional descriptive keywords describing human body shapes and concrete body measurements. Three procedures have been proposed for building this model. In the first procedure, the experts generate a list of emotional descriptors describing human body shapes and then evaluate a set of virtual human bodies of different shapes using these descriptors. Next, two algorithms of decision tree (CART and fuzzy-ID3) have been applied for modelling the relation between each emotional descriptor and the ratios of relevant body measurements. In the second procedure, the experts evaluate the relationship between these concrete emotional descriptors and a number of abstract fashion themes such as 'sporty' and 'attractive' without taking into account any specific human body shape. This conceptual relationship given by different experts is modelled using a fuzzy cognitive map. In the third procedure, the two previous models are combined using the fuzzy relation operations. Using this combined model, garment designers can quickly identify personalised and variable body shapes, expressed by a set of concrete and abstract keywords, from human body measurements. These keywords will be further integrated into an expert knowledge base of garment design for developing personalised new products.
Keywords: human perception; sensory evaluation; intelligent prediction systems; fuzzy logic; decision trees; body measurements; body shape perception; intelligent design; garment design; garment industry; apparel industry; clothing industry; human body shapes; emotional descriptors; modelling; virtual human bodies; fashion themes; fuzzy cognitive mapping; keywords; personalised products; personalisation; new product development; NPD.
International Journal of Advanced Operations Management, 2013 Vol.5 No.1, pp.74 - 90
Available online: 05 Jan 2013 *Full-text access for editors Access for subscribers Purchase this article Comment on this article