FASHION DESIGN STYLES RECOMMENDED BY CONSUMERS’ SENSIBILITY AND EMOTION I. Summary
Analysis of customers’ sensibility and preference is important in a market that is becoming increasingly more customer oriented. This study attempted a sensibility ergonomic approach to explore how a consumer’s sensibility is associated with physical attributes of design in the textile and fashion design fields. A sensibility fashion design system, which classifies a user’s sensibilities and recommends fashion designs that satisfy sensibilities, was developed. This sensibility ergonomic fashion design system recommends fashion design using the filtering technique based on the server/client, a compromise of the server and client modules. The textile design recommendation system have upgraded it with fashion design categories. Also, determining technique for the important category of fashion sensibility was developed. To develop high-quality and consumer-oriented sensible textiles and fashion designs, a design expert system using the collaborative filtering personalization technique was set up, and its efficiency with the user interface model was examined. A database for 60 textiles, 41 fashion designs, 28 pairs of sensibility words and connection mechanisms, and a 2-D cyber product visualized model with user manipulating keys was established. It includes feedback of the recommended fashion design that matches the user’s sensibility by using visual element adjustment tools provided by the system. Also, through Type III analysis of variance (ANOVA), the most important design category of developing each sensibility on women’s dress was found. For the example of contemporary sensibility, the most effective category was skirt length, then sleeve type, color tone, collar type, and the skirt type. All the styles of each category were positioned in 3-D sensibility, using scores of factor analysis from the factors Contemporary, Adult, and Character. The...
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