{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,19]],"date-time":"2026-05-19T20:13:28Z","timestamp":1779221608517,"version":"3.51.4"},"reference-count":30,"publisher":"Oxford University Press (OUP)","issue":"1","license":[{"start":{"date-parts":[[2024,11,26]],"date-time":"2024-11-26T00:00:00Z","timestamp":1732579200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/academic.oup.com\/pages\/standard-publication-reuse-rights"}],"funder":[{"name":"2023 Fujian Provincial Social Science Foundation","award":["FJ2023B081"],"award-info":[{"award-number":["FJ2023B081"]}]},{"name":"Natural Science Foundation","award":["2024J01213"],"award-info":[{"award-number":["2024J01213"]}]},{"name":"2023 Minjiang University Fashu Charity Foundation Donated Funds Research","award":["MFS23010"],"award-info":[{"award-number":["MFS23010"]}]},{"name":"Scientific Research Foundation of Zhejiang Sci-Tech University","award":["XJ2024000301"],"award-info":[{"award-number":["XJ2024000301"]}]},{"name":"Planning of Philosophy and Social Sciences in Zhejiang Province","award":["25NDJC065YBMS"],"award-info":[{"award-number":["25NDJC065YBMS"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,4,1]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p>In order to design Fujian paper-cut patterns that meet the perceptual needs of consumers and better inherit and develop them in modern society, a Fujian paper-cut pattern image design method based on perceptual engineering and the Whale Optimization Algorithm optimized BP neural network (WOA-BP) neural network is proposed. First, based on the theory of Kansei engineering, six representative paper-cut pattern samples and their main modeling features were determined through questionnaire survey, multi-dimensional scaling analysis, cluster analysis, and analytic hierarchy process. Second, the semantic difference method is used to obtain the perceptual image evaluation value of the representative paper-cut pattern, and combined with the principal component analysis method, the representative image vocabulary is extracted. Finally, the WOA-BP neural network is used to construct the mapping relationship between consumers' perceptual images and paper-cut pattern modeling features, and calculate the paper-cut pattern modeling code combinations corresponding to consumers' image needs. At the same time, the paper-cut pattern design using the image vocabulary \u2018modern-traditional\u2019 as an example verifies the feasibility of the method in this article. Compared with the existing method of designing paper-cut patterns based solely on the subjective experience of the designer, the method of this article can correlate the perceptual needs of consumers with the corresponding modeling characteristics of paper-cut patterns, making the design of paper-cut patterns targeted, precise and intelligent.<\/jats:p>","DOI":"10.1093\/llc\/fqae076","type":"journal-article","created":{"date-parts":[[2024,11,26]],"date-time":"2024-11-26T19:47:08Z","timestamp":1732650428000},"page":"27-39","source":"Crossref","is-referenced-by-count":2,"title":["Research on image design of Fujian paper-cut pattern based on Kansei engineering and WOA-BP neural network"],"prefix":"10.1093","volume":"40","author":[{"given":"Daoling","family":"Chen","sequence":"first","affiliation":[{"name":"Clothing and Design Faculty, Minjiang University , Fuzhou, 350108,","place":["China"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pengpeng","family":"Cheng","sequence":"additional","affiliation":[{"name":"School of Fashion Design & Engineering, Zhejiang Sci-Tech University , Hangzhou, 311199,","place":["China"]}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"286","published-online":{"date-parts":[[2024,11,26]]},"reference":[{"key":"2025040220161074600_fqae076-B1","doi-asserted-by":"crossref","first-page":"3899","DOI":"10.3233\/JIFS-191960","article-title":"Fuzzy Emotional Evaluation of Color Matching for Aircraft Cockpit Design\u2019","volume":"40","author":"Chen","year":"2021","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"key":"2025040220161074600_fqae076-B2","doi-asserted-by":"crossref","first-page":"26800","DOI":"10.1109\/ACCESS.2024.3366548","article-title":"An Elderly-oriented Design of HMI in Autonomous Driving Cars based on Rough Set Theory and Back Propagation Neural 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