사업성과 BK21 FOUR 산업혁신 애널리틱스 교육연구단

논문

2025 Developing predictive models of user affective responses and a grading system for evaluating multi-crease patterns in foldable smartphones

페이지 정보

작성자 관리자 작성일 25-10-14 13:14

본문

Author
Kihyun Park, Jungmin Ryu, Kitae Hwang, Sungmin Kim, Younghee Song, Osung Seo, Shangmin Yhee, Woojin Park
Journal
Applied Ergonomics
Vol
125
Page
104451
Year
2025

Abstract

This study investigated the user affective (Kansei) evaluation of foldable smartphone creases. Twenty-five participants assessed twenty foldable smartphone display prototypes with various multi-crease patterns, for four affective dimensions (crease invisibility, flawlessness, luxuriousness and harmoniousness) using an 11-point rating scale, and, for overall goodness using a 7-point adjective-anchored scale. The adjectives for overall goodness evaluation represented different crease grade categories. Principal component analysis identified a composite measure, termed Affective Quality Score (AQS), which integrates the four affective dimensions. A regression model was developed to predict AQS based on physical features of a multi-crease pattern. Also, a crease grading system was established that determines the adjective grade category of a multi-crease pattern using its AQS. The regression model along with the crease grading system enables predicting and grading the affective quality of a given multi-crease pattern. The research outcomes would support design goal setting and continuous quality improvement for foldable smartphone products.