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- 유제원;
- 송지훈
WEB OF SCIENCE
0SCOPUS
0초록
Super app is an application that provides a variety of services in a unified interface within a single platform. With the acceleration of digital transformation, super apps are becoming more prevalent. This study aims to suggest service enhancement measures by analyzing the user review data before and after the transition to a super app. To this end, user review data from a payment-based super app(Shinhan Play) were collected and studied via topic modeling. Moreover, a matrix for assessing the importance and usefulness of topics is introduced, which relies on the eigenvector centrality of the inter-topic network obtained through topic modeling and the number of review recommendations. This allowed us to identify and categorize topics with high utility and impact. Prior to the transition, the factors contributing to user satisfaction included ‘payment service,’ ‘additional service,’ and ‘improvement.’ Following the transition, user satisfaction was associated with ‘payment service’ and ‘integrated UX.’ Conversely, dissatisfaction factors before the transition encompassed issues related to ‘signup/installation,’ ‘payment error/response,’ ‘security authentication,’ and ‘security error.’ Following the transition, user dissatisfaction arose from concerns regarding ‘update/error response’ and ‘UX/UI.’ The research results are expected to be used as a basis for establishing strategies to strengthen service competitiveness by making super app services more user-oriented.
키워드
- 제목
- 슈퍼앱 리뷰 토픽모델링을 통한 서비스 강화 방안 연구
- 제목 (타언어)
- Research on Service Enhancement Approach based on Super App Review Data using Topic Modeling
- 저자
- 유제원; 송지훈
- 발행일
- 2024-04
- 저널명
- 한국산업융합학회논문집
- 권
- 27
- 호
- 2
- 페이지
- 343 ~ 356