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A Study on the Evaluation of Fashion Design Based on Big Data Text Analysis -Focus on Semantic Network Analysis of Design Elements and Emotional Terms-
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빅데이터 텍스트 분석을 기반으로 한 패션디자인 평가 연구 -디자인 속성과 감성 어휘의 의미연결망 분석을 중심으로-

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Type
Academic journal
Author
An, Hyosun (이화여자대학교 의류산업학과) Park, Minjung (이화여자대학교 의류산업학과)
Journal
The Korean Society of Clothing and Textiles 한국의류학회지 한국의류학회지 제42권 제3호 KCI Accredited Journals
Published
2018.1
Pages
428 - 437 (10page)

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A Study on the Evaluation of Fashion Design Based on Big Data Text Analysis -Focus on Semantic Network Analysis of Design Elements and Emotional Terms-
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Research history (2)

2018

A Study on the Evaluation of Fashion Design Based on Big Data Text Analysis -Focus on Semantic Network Analysis of Design Elements and Emotional Terms-
An ,  Hyosun ,  Pa 한국의류학회지 2018.01 Academic journal

2017

A Study on the Sentiment Analysis in Fashion Design using Big Data : Focused on Text Mining and Semantic Network Analysis
안효선 의류학과 2017.01 Thesis
  • Are you curious about the follow-up research of this article?
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  • Check the research history of this article

Abstract· Keywords

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This study derives evaluation terms by analyzing the semantic relationship between design elements and sentiment terms in regards to fashion design. As for research methods, a total of 38,225 texts from Daum and Naver Blogs from November 2015 to October 2016 were collected to analyze the parts, frequency, centrality and semantic networks of the terms. As a result, design elements were derived in the form of a noun while fashion image and user's emotional responses were derived in the form of adjectives. The study selected 15 noun terms and 52 adjective terms as evaluation terms for men's striped shirts. The results of semantic network analysis also showed that the main contents of the users of men's striped shirts were derived as characteristics of expression, daily wear, formation, and function. In addition, design elements such as pattern, color, coordination, style, and fit were classified with evaluation results such as wide, bright, trendy, casual, and slim.
#패션디자인 #디자인 요소 #평가 어휘 #의미연결망 분석

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References (17)

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An, H. / 2015 / A conceptual framework for Asian women's emotional needs in fashion design / International Journal of Fashion Design, Technology and Education 8(3):206~213 Crossref 안효선 / 2016 / 국내 패션디자인 감성평가 연구방법의 현황과 해외 적용 방안에 대한 연구 / 한국의류학회지 40(4):660~668 dbpia 안효선 / 2016 / 디자인 분야에서 빅데이터를 활용한 감성평가방법 모색 - 한복 연관 디자인 요소, 감성적 반응, 평가어휘를 중심으로 - / 한국의류학회지 40(6):1034~1044 dbpia 안효선 / 2017 / 소셜미디어 텍스트마이닝을 통한 패션디자인 사용자 인식 조사 / 한국의류학회지 41(6):1060~1070 dbpia Beheshti-Kashi, S. / 2015 / TrendFashion-A framework for the identification of fashion trends / Proceedings of the INFORMATIK 2015 :1195~1205 google schola

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