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An exploratory study on fashion criticism in social media using text mining - Focusing on panel discussion of fashion show in YouTube - KCI 등재

텍스트 마이닝을 이용한 소셜 미디어의 패션 비평에 관한 탐색적 연구 - 유튜브의 패션쇼 Panel discussion을 중심으로 -

  • 언어KOR
  • URLhttps://db.koreascholar.com/Article/Detail/433209
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복식문화연구 (The Research Journal of the Costume Culture)
복식문화학회 (The Costume Culture Association)
초록

The changing media landscape has diversified how and what is discussed about fashion. This study aims to examine expert discussions about fashion shows on social media from the perspective of fashion criticism. To achieve this goal objectively, a text mining program, Leximancer, was used. In total, 58 videos were collected from the panel discussion section of Showstudio from S/S 21 to S/S 24, and the results of text mining on 24,080 collected texts after refinement are detailed here. First, the researchers examined the frequency of keywords by season. This revealed that in 2021–2022, digital transformation, diversity, and fashion films are now commonly used to promote fashion collections, often replacing traditional catwalk shows. From 2023, sustainability and virtuality appeared more frequently, and fashion brands focused on storytelling to communicate seasonal concepts. In S/S 2024, the rise of luxury brand keywords and an increased focus on consumption has been evident. This suggests that it is influenced by social and cultural phenomena. Second, the overall keywords were analyzed and categorized into five concepts: formal descriptions and explanations of the collection’s outfits, sociocultural evaluations of fashion shows and designers, assessments of the commerciality and sustainability of the current fashion industry, interpretations of fashion presentations, and discussions of the role of fashion shows in the future. The significance of this study lies in its identification of the specificity of contemporary fashion criticism and its objective approach to critical research.

목차
I. Introduction
II. Literature Review
    1. Fashion criticism and factors
    2. Fashion criticism in social media
III. Method
IV. Analysis and Result
    1. Season analysis
    2. Analysis of total keyword and concept
V. Conclusion
References
저자
  • Dawool Jung(Lecturer, Dept. of Fashion Design, Gachon University, Korea) | 정다울 (가천대학교 패션디자인학과 강사)
  • Se Jin Kim(Associate Professor, Dept. of Clothing & Textiles, Changwon National University, Korea) | 김세진 (국립창원대학교 의류학과 부교수) Corresponding author