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Min-Jung Park

Ewha Womans University · Business, Management and Accounting

About the Lab

Professor Min-Jung Park's research lab specializes in consumer behavior, digital marketing, and fashion innovation, with a strong focus on leveraging data analytics and machine learning to understand consumer preferences and trends. The lab explores topics such as brand perception, sustainable consumption (e.g., apparel donation), mass customization, fake news detection, and real-time sentiment analysis in social media. A key strength lies in integrating qualitative insights with advanced text mining, semantic network analysis, and predictive modeling to drive consumer-driven design and marketing strategies. The lab’s interdisciplinary approach bridges behavioral science, digital technology, and fashion industry applications.

consumer behaviortext miningfashion trendsmachine learningsustainable consumption

Research Overview

Papers
245
Total Citations
2,326
Papers (5y)
65
Primary Field
Business, Management and Accounting

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
65total
2022
2023
2024
2025
2026
Citations per year (5y)
276total
20222023202420252026

Selected Papers

15
1
Article|382 citations·2019
Effects of perceived interactivity of augmented reality on consumer responses: A mental imagery perspective
Minjung Park, Jungmin Yoo
SJR Q1Journal of Retailing and Consumer Services
Information Systems and ManagementDecision Sciences
2
Article|216 citations·2016
The effects of e-mass customization on consumer perceived value, satisfaction, and loyalty toward luxury brands
Jungmin Yoo, Minjung Park
SJR Q1Journal of Business Research
MarketingBusiness, Management and Accounting
3
Article|123 citations·2018
“You are too friendly!” The negative effects of social media marketing on value perceptions of luxury fashion brands
Minjung Park, Hyunjoo Im, Hyeyoung Kim
SJR Q1Journal of Business Research
MarketingBusiness, Management and Accounting
4
Article|111 citations·2009
Brand name and promotion in online shopping contexts
Minjung Park, Sharron J. Lennon
SJR Q1Journal of Fashion Marketing and Management

Purpose The objective of the paper is to examine the effect of brand name and promotion on consumers' perceived value, store image, and purchase intention. Design/methodology/approach An experiment with a 2×2 (well known versus unknown brand name, promotion versus no promotion) between‐subjects factorial design was conducted and completed by 392 college students. Findings Brand name had a positive effect on consumers' perceived store image and promotion positively influenced consumers' perceived

MarketingBusiness, Management and Accounting
5
Article|105 citations·2007
A Cross-Sectional Study of Socioeconomic Status and the Metabolic Syndrome in Korean Adults
Minjung Park, Kyung Eun Yun, Go Eun Lee, Hong‐Jun Cho, Hye Soon Park
SJR Q1Annals of Epidemiology
HealthSocial Sciences
6
Article|64 citations·2021
The roles of sensory perceptions and mental imagery in consumer decision-making
Minjeong Kim, Jung-Hwan Kim, Minjung Park, Jungmin Yoo
SJR Q1Journal of Retailing and Consumer Services
MarketingBusiness, Management and Accounting
7
Article|58 citations·2018
Benefits of mass customized products: moderating role of product involvement and fashion innovativeness
Minjung Park, Jungmin Yoo
SJR Q1HeliyonOA

The objective of this study was to explore impacts and benefits of mass customized products on emotional product attachment, favorable attitudes toward a mass customization program, and the ongoing effect on loyalty intentions. This study further investigated how benefits, attachment, attitudes, and loyalty intentions differed as a function of involvement and fashion innovativeness. 290 female online shoppers in South Korea participated in an online survey. Results of this study revealed that pe

MarketingBusiness, Management and Accounting
8
Article|58 citations·2017
Use of behavioral reasoning theory to examine the role of social responsibility in attitudes toward apparel donation
Minjung Park, Hyojung Cho, Kim K. P. Johnson, Jennifer Yurchisin
SJR Q1International Journal of Consumer Studies

Abstract Drawing on behavioral reasoning theory, this study investigated drivers of young consumers’ apparel donation behavior. By examining the impact of values (i.e., benevolence and power) and reasons (i.e., other‐oriented reasons and self‐oriented reasons) on attitudes, this study highlights the different motivations individuals have for donating clothing. As predicted, benevolence was positively related to other‐oriented reasons for donations and power was positively related to self‐oriente

MarketingBusiness, Management and Accounting
9
Article|57 citations·2023
Constructing a User-Centered Fake News Detection Model by Using Classification Algorithms in Machine Learning Techniques
Minjung Park, Sangmi Chai
SJR Q1IEEE AccessOA

As fake news spreads rapidly in social media, attempts to develop detection technology to automatically identify fake news are actively being developed, recently. However, most of them focus only on the linguistic and compositional characteristics of fake news (e.g., source or authors indication, length of a message, frequency of negative words). Compared to them, this study proposes a fake news detection model based on machine learning that reflects the characteristics of users, news content, a

Sociology and Political ScienceSocial Sciences
10
Article|39 citations·2020
Approaching fashion design trend applications using text mining and semantic network analysis
Hyosun An, Minjung Park
SJR Q1Fashion and TextilesOA

Abstract This study aims to identify fashion trends with design features and provide a consumer-driven fashion design application in digital dynamics, by using text mining and semantic network analysis. We examined the current role and approach of fashion forecasting and developed a trend analysis process using consumer text data. This study focuses on analyzing blog posts regarding fashion collections. Specifically, we chose the jacket as our fashion item to produce practical results for our tr

MuseologyArts and Humanities
11
Article|34 citations·2022
Analyzing genderless fashion trends of consumers’ perceptions on social media: using unstructured big data analysis through Latent Dirichlet Allocation-based topic modeling
Hyojung Kim, Inho Cho, Minjung Park
SJR Q1Fashion and TextilesOA

Abstract After the development of Web 2.0 and social networks, analyzing consumers’ responses and opinions in real-time became profoundly important to gain business insights. This study aims to identify consumers’ preferences and perceptions of genderless fashion trends by text-mining, Latent Dirichlet Allocation-based topic modeling, and time-series linear regression analysis. Unstructured text data from consumer-posted sources, such as blogs and online communities, were collected from January

MarketingBusiness, Management and Accounting
12
Article|32 citations·2013
청소년의 여가활동유형, 사회적 관계, 주관적 행복감의 관계연구
박민정, 윤소영

The purpose of this study is to determine which types of leisure activities promote happiness in young people. The ultimate goal of this study is to improve adolescents' levels of happiness and examine the academic and political challenges that occur in their social networks. In this study, subjects as “more than 4th grade of elementary school to less than a high school students”. A sampling of the group was completed using a pre-percentage assignment and the data was analyzed according to gende

13
Article|23 citations·2024
Metaverse friends with social benefits: Effects of social identity on the intention to purchase virtual products through site attachment, user engagement, and public self-consciousness
Hyojung Kim, Jungmin Yoo, Minjung Park
SJR Q1Journal of Retailing and Consumer ServicesOA

The metaverse has fundamentally transformed remote interactions and retail commerce, providing virtual collaborative workplaces and vibrant digital shopping experiences. This study examines the consumption decisions of digital communities, emphasizing the relationship between metaverse users' social identity and their intention to purchase virtual products, mediated by site attachment and user engagement, and moderated by public self-consciousness. Confirmatory factor analysis and Models 6 and 5

Cultural StudiesSocial Sciences
14
Article|23 citations·2014
보편적 학습설계를 적용한 중학교 통합체육수업이 장애학생에 대한 비장애학생의 태도와 수업참여도에 미치는 영향
박민정

본 연구는 보편적 학습설계를 적용한 중학교 통합체육수업을 실시하였을 때, 장애학생에 대한 비장애 학생의 태도와 수업참여도에 미치는 영향을 알아보기 위한 목적으로 수행되었다. 이를 위하여 경기도 B지역 소재 중학교 1학년에 재학 중인 400명의 학생 중 스포츠클럽시간에 표현활동종목을 선택한 60명의 학생(장애학생 6명, 비장애학생 54명)을 대상으로 실시하였다. 비장애학생은 실험집단과 통제집단에 27명씩 무선배치 하였고, 장애학생 6명은 장애영역을 바탕으로 짝짓기 방법을 통하여 실험집단과 통제집단에 3명씩 배치하였다. 연구의 절차는 연구 참여자선정 및 집단구성, 연구참여 교사 사전연수, 사전검사, 중재기간(12주간 주 2회 45분의 수업실시), 사후검사로 구성되어 총 18주간 진행되었다. 자료 분석을 위하여 장애학생의 수업참여도는 기술통계분석을, 비장애학생의 태도와 수업참여도의 경우 공분산분석을 실시하여 다음과 같은 결과를 얻었다. 첫째, 보편적 학습설계를 적용한 통합체육수업에 참여한

15
Article|20 citations·2023
Conceptual framework of hybrid style in fashion image datasets for machine learning
Hyosun An, Kyo Young Lee, Yerim Choi, Minjung Park
SJR Q1Fashion and TextilesOA

Abstract Fashion image datasets, in which each fashion image has a label indicating its design attributes and styles, have contributed to the achievement of various machine learning techniques in the fashion industry. Computer vision studies have investigated labeling categories (such as fashion items, colors, materials, details, and styles) to create fashion image datasets for supervised learning. Although a considerable number of fashion image datasets has been developed, different style class

Computer Vision and Pattern RecognitionComputer Science

Research Areas

MarketingPlant ScienceSociology and Political ScienceInformation Systems and ManagementAerospace EngineeringOrganizational Behavior and Human Resource Management

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