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From Glamour to Concern: A Text Mining Study on the Motivations and Risks of Fashion Rental Consumption

첫 페이지 보기
  • 발행기관
    국제인공지능학회(구 한국인터넷방송통신학회) 바로가기
  • 간행물
    International Journal of Internet, Broadcasting and Communication 바로가기
  • 통권
    Vol.17 No.2 (2025.06)바로가기
  • 페이지
    pp.323-330
  • 저자
    Sunnyoung Lee, Jae-Wook Bae
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A470034

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원문정보

초록

영어
This study explores consumer motivations and perceived barriers to fashion rental services by analyzing 5,000 App Store reviews of Rent the Runway (RTR). Using a mixed-methods text mining approach—including LDA topic modeling, sentiment analysis with the AFINN lexicon, and time series-network analysis—the study identifies key value drivers such as convenience, variety, and emotional satisfaction, alongside risk factors like hidden fees, garment hygiene, and delivery issues. Six coherent topics reveal themes from premium access to service-related concerns, while sentiment analysis and temporal trends illustrate an emotional trajectory from initial excitement to skepticism and eventual trust recovery. Network visualization further maps shifts in consumer attitudes. Theoretically, this research extends value-risk frameworks by highlighting the joint role of cognitive and emotional appraisals in service adoption. Practically, it offers actionable insights for improving pricing transparency, service quality, and consumer trust. Methodologically, it demonstrates the value of user-generated reviews for capturing authentic consumer experiences beyond traditional survey methods.

목차

Abstract
1. Introduction
2. Literature review
2.1 The experiential, hedonic, and social dimensions of fashion rental consumption
2.2 Perceived Risk Value
3. Method
3.1 Data collection & Data Preprocessing
3.2 Data Analysis
4. Result
4.1 Frequency Analysis and Word Cloud
4.2. Topic Modeling and Sentiment Analysis
4.3 Network Analysis
5. Discussion
6. Conclusion
References

키워드

User-generated reviews Experiential and hedonic value LDA sentiment analysis

저자

  • Sunnyoung Lee [ Teaching Professor, Department of Business, Dongguk University, Korea ] Corresponding Author
  • Jae-Wook Bae [ Undergraduate student Department of Business, Dongguk University, Korea ]

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    국제인공지능학회(구 한국인터넷방송통신학회) [The International Association for Artificial Intelligence]
  • 설립연도
    2000
  • 분야
    공학>전자/정보통신공학
  • 소개
    인터넷방송, 인터넷 TV , 방송 통신 네트워크 및 관련 분야에 대한 국내는 물론 국제적인 학술, 기술의 진흥발전에 공헌하고 지식 정보화 사회에 기여하고자 한다.

간행물

  • 간행물명
    International Journal of Internet, Broadcasting and Communication
  • 간기
    계간
  • pISSN
    2288-4920
  • eISSN
    2288-4939
  • 수록기간
    2009~2025
  • 십진분류
    KDC 326 DDC 380

이 권호 내 다른 논문 / International Journal of Internet, Broadcasting and Communication Vol.17 No.2

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