• Journal of Information Technology Applications and Management
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• v.26 no.6
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• pp.89-101
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• 2019

Many researchers have been focused on designing beauty product recommendation system for a long time because of increased need of customers for personalized and customized recommendation in beauty product domain. In addition, as the application of the deep neural network technique becomes active recently, various collaborative filtering techniques based on the deep neural network have been introduced. In this context, this study proposes a deep neural network model suitable for beauty product recommendation by applying Neural Collaborative Filtering and Generalized Matrix Factorization (NCF + GMF) to beauty product recommendation. This study also provides an implementation of web API system to commercialize the proposed recommendation model. The overall performance of the NCF + GMF model was the best when the beauty product recommendation problem was defined as the estimation rating score problem and the binary classification problem. The NCF + GMF model showed also high performance in the top N recommendation.

• Journal of Fashion Business
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• v.17 no.5
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• pp.70-83
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• 2013

This study aims to analyze the physical distortions of fashion design which appear in the 20th century. People have been expressing the hope and beauty by twisting human body since the beginning of mankind. Each period has been showing different forms according to various social and cultural environments. The exaggerated body distortions from the primitive times to the modern are based on human body proportions. Such distortion is to emphasize the inherent beauty within the human body. However, the distortions of the body after the 20th century have been developed with the advent of surrealism which is not affected by reasons but by imaginations. Generally speaking, the reconstruction of the heterogeneous elements is allowed in art. The unexpected surreal elements are creating formative beauty using by distinctly different technique which is unfamiliar and awkward. Physical distortion creates other beauty that is not uniform and absolute beauty but it pursues the diversity of breaking down into categories. Formativeness of surreal physical distortion fashion has the potential for a variety of clothing design, therefore it has intrinsic values for continuous study.

• Journal of Fashion Business
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• v.9 no.2
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• pp.100-112
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• 2005

Although Korean first ladies are not very big in changes in their hair style, American first ladies have greatly influenced clothing as well as hair style, exercising their influence over the apparel industry and fashion. Historically, American first ladies' fashion tastes have been on the center of attention and taken the lead in fashion. Although Korea first ladies' hair style are not very new or sensible enough to lead the fashion among the public, they have a sense of fashion and some influence on women of the upper classes. Beauty artists creating first lady hair style are representative of the times and have great value to the research. However, this study will not concentrate on their research. This study will analyze Korea first ladies' hair style, examine hair design and hair technique in fashion in those days. This study intends to provide important materials for Korean beauty history that has not been established by systematically arranging fashion style in the times analyzed through first ladies' hair style. Also, this study aims at researching in the aspect of beauty aesthetic concept through analyzing Korea first ladies' hair style.

• Journal of Fashion Business
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• v.15 no.6
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• pp.71-84
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• 2011

This study is purposed to categorize external image types of Korean male idol stars, and to understand characteristics of fashion and beauty design for each type and through such, the study is meant to identify the various types of male image and to provide data of image making. As part of the empirical study, it selected well-known 15 groups of male idol stars who were active during February of 2008 and August of 2010, categorized the image types by their photographic data, and analyzed characteristics of fashion and beauty design for each type. In order to measure the degree of image types, a survey was also conducted. The image types of male idol stars, which were classified through a workshop by a group of image-related experts, were categorized with 6 types that are Elite, Urban Chic, Charisma, Rebellious child, Toy boy, and Homme Fatale. The six types of male idol stars have a great relation with the modern male trends and images, and that the male idol stars have been leading the trends and presenting the image by the public preference. In addition, as shown the above, the recent male image appears as a mixed image of femininity and masculinity, showing a complex aspect that does not dominates with one image, and that it was found out to constantly be changing in the flow of times.

• Journal of Fashion Business
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• v.11 no.3
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• pp.59-68
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• 2007

This study examined knowledge and hair care behaviors of hair and scalp on UV(ultraviolet) comparing beauty care major and non-major female students. Results were obtained by questionnaire in 159 students majoring in beauty care and 198 students not majoring, was used frequency analysis, varimax rotation, t-test, F-test, Tukey post test. The analysis was statistically processed by using SPSS 12.0 program. The knowledge of hair and scalp on UV associated with a major showed significant on hair damage, in the UV, hair, scalp, hair damage, and UV and hair-related items, suggesting higher level in major female students. The results of care behaviors of UV and hair and scalp knowledge associated with a major. Correlation of care behaviors with a major showed significant results. For correlation by subfactor, there was significant difference in self-care, habitual care, and washing care between two groups, but there was no significant difference in protection care. It was found that both major and non-major students did not receive professional care.

• Journal of Fashion Business
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• v.9 no.6
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• pp.86-100
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• 2005

This paper has examined how ugliness has aesthetically been portrayed in modern make-up. In the past, ugliness was regarded as an antonym of beauty, but it recently plays a role on part of beauty, as independent portion of art. It was Schegel who initially maintained the view. According to his theory, ugliness represents interesting things including suffering reality, shock, attention, humor, surprises brought by distort and deformation. Hegel had a different view on it. As for him, he had the notion that ugliness was the opposite to beauty and that it had to be dependent in art, he argued that art was subordinate to philosophy, and that it was just nostalgia for the past, not representing reality, therefore, it could not be a foothold in contemporary art. In this context, some images of ugliness can be classified accordingly to Schegel's view deteste, decadence and androgynous can be fallen into a category describing reality; fetish, kitsch and grotesque can be included in interesting things. There is no fine line between the two. There are sometimes things they have in common. They mutually draw attentions by distancing themselves from general images of beauty, or making many changes and distorts in its part, using unique materials, unprecedented attempts of colors which result in creative and shocking images. Attempts made in ugly images in modern art are widening its concept to depicting reality on the body of human beings, also creating its new definition, playing a major role in independent part of modern art, not in the past way like wearing make-up on the face to make it look better.

• The Journal of Industrial Distribution & Business
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• v.14 no.3
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• pp.27-43
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• 2023

Purpose: Changes in the employment environment in the era of the 4th Industrial Revolution are influencing various factors by the emergence of new jobs and the change in perception of job stability due to globalization of information technology and industry This study attempted to present implications by verifying the structural relationship of beauty workers' sustainable organizational commitment and the method necessary for conflict management in the industrial field due to the recent changes in the employment environment of the beauty industry in the 4th Industrial Revolution. Research design, data and methodology: This study sampled 604 beauty industry employees Frequency analysis, validity and reliability analysis, factor analysis, and path analysis were performed using SPSS WIN23.0. Results: It was found that the change in the employment environment caused by the 4th industrial revolution had a significant negative (-) effect on the job satisfaction and organizational commitment of beauty industry workers. Conclusion: This study is that changes in the employment environment negatively affect job satisfaction and organizational commitment of beauty workers. We hope to contribute to the development and growth of the beauty industry by providing basic data for the beauty tech service industry in the 4th industrial era.

• The Journal of Industrial Distribution & Business
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• v.15 no.3
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• pp.31-46
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• 2024

Purpose: Employees in the beauty industry, where emotional labor is essential, are exhausted due to stress from excessive working hours and low pay, and ultimately consider changing jobs. This study analyzed the structural relationship of turnover intention according to job stress of beauty industry employees. We tried to present implications by verifying the methods necessary for conflict management in the beauty industry from an empirical point of view. Research design, data and methodology: This study selected 518 workers in the beauty industry as a sample. Frequency analysis, validity and reliability analysis, factor analysis, correlation analysis, and regression analysis were performed using SPSS (Statistical Package for Social Science) WIN23.0. Results: The moderating effect of work experience, a moderating variable, was found to be significant in the effect of job stress of beauty industry employees following changes in the employment environment on the dependent variable, turnover intention. Conclusion: This study revealed that changes in the employment environment negatively affect the job stress of beauty workers. To reduce the job stress of employees in the beauty industry, a systematic response at the organizational level will be necessary. In addition, it is expected that it will help establish differentiated strategies such as compensation system, service training, and service management to reduce job stress.

• Asia-Pacific Journal of Business Venturing and Entrepreneurship
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• v.4 no.3
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• pp.23-38
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• 2009

The paper tried to search the characteristics and performances of the new business openers in the area of the beauty salon business. Most of the business owners are women and university graduates. They are mostly active and positive. The search found that the location is one of the most important subject in the small service business. They also tend to calculate the revenues and expenses everyday. They pay lots of attention for the financial performance. They were not much confident with their capital raising. The lowest point was in the area of governmental support. The size and equity capital followed next. The regression analysis showed that continuous marketing activity is important for the performance of the venture.

• Knowledge Management Research
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• v.25 no.1
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• pp.111-134
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• 2024

Cosmetics brands are increasingly offering "multi-purpose" products that serve multiple functions at once, such as an eye cream that could also be used as a lip moisturizer. Yet, there is little research on consumers' perceptions of multi-purpose products and the brands that offer these products. This research examines the impact of consumers' own theory of beauty. We find that endorsing a strong incremental (vs. entity) theory of beauty (i.e., believing that one's beauty is changeable through one's effort rather than innate and unchangeable) reduces consumers' preferences for multi-purpose products, particularly among those who are highly appearance oriented. These consumers' reduced evaluation of multi-purpose products also spills over to their overall brand evaluation. The findings suggest that brand managers should consider consumers' implicit theory of beauty and product preferences when managing product knowledge.