• Journal of the Korea Society of Computer and Information
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• v.27 no.8
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• pp.241-251
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• 2022

Diagnosis and management of customer's skin condition is an important essential function in the cosmetics and beauty industry. As the social media environment spreads and generalizes to all fields of society, the interaction of questions and answers to various and delicate concerns and requirements regarding the diagnosis and management of skin conditions is being actively dealt with in the social media community. However, since social media information is very diverse and atypical big data, an intelligent skin condition diagnosis system that combines appropriate skin condition information analysis and artificial intelligence technology is necessary. In this paper, we developed the skin condition diagnosis system SCDIS to intelligently diagnose and manage the skin condition of customers by processing the text analysis information of social media into learning data. In SCDIS, an artificial neural network model, AnnTFIDF, that automatically diagnoses skin condition types using artificial neural network technology, a deep learning machine learning method, was built up and used. The performance of the artificial neural network model AnnTFIDF was analyzed using test sample data, and the accuracy of the skin condition type diagnosis prediction value showed a high performance of about 95%. Through the experimental and performance analysis results of this paper, SCDIS can be evaluated as an intelligent tool that can be used efficiently in the skin condition analysis and diagnosis management process in the cosmetic and beauty industry. And this study can be used as a basic research to solve the new technology trend, customized cosmetics manufacturing and consumer-oriented beauty industry technology demand.

• The Journal of the Korea Contents Association
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• v.21 no.10
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• pp.409-421
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• 2021

The purpose of this study is to verify the effects of innovative technology characteristics of beauty care remote-manufacturing system on resistance and acceptance intentions to innovative technology in the era of the Fourth Industrial Revolution. A survey of 567 female consumers in their 20s and older was conducted. The collected survey data were analyzed for hypotheses verification through structural equation model analysis. First, the perceived usefulness and perceived ease to use of beauty care remote-manufacturing systems have negative effects on resistance to innovative technology. Second, resistance to beauty care remote-manufacturing systems has been shown to negatively affect acceptance intention. Third, perceived risk to beauty care remote-manufacturing systems have been shown to negatively affect acceptance intention. Through this study, it can be found that the significance of this study in that it derived factors that affect consumer' resistance and acceptance of innovative technologies and presented new trends and directions of the cosmetics manufacturing industry.

• Fashion & Textile Research Journal
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• v.25 no.1
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• pp.104-112
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• 2023

This study attempted to investigate the characteristics of beauty influencers' social media contents and examine their influence on color cosmetics purchase intention. For this, female millennials who have shown an interest or subscribed beauty contents on social media platforms as followers were selected by convenience sampling. In terms of a research method, a self-administered questionnaire was performed from September 19 to 30, 2022. Among a total of 220 questionnaires distributed, 200 copies excluding poorly answered ones were used for final analysis. The collected data were analyzed by frequency analysis, descriptive statistics, factor analysis, reliability analysis, correlation analysis and multiple regression analysis, using SPSS 24.0, and the results found the followings: First, concerning characteristics of beauty influencers' beauty contents, five factors were derived: reliability, professionalism, social attractiveness, attractive appearance, sympathy In purchase intention, on the contrary, two factors were obtained: base makeup, point makeup. Second, regarding the effects of characteristics of beauty contents on color cosmetics purchase intention, 'professionalism (β = -.170 p = .015)' and 'physical attractiveness (β = -.148, p = .037)' revealed a negative influence with statistical significance. Through the result, by demonstrating the effect on the intention to purchase color cosmetics based on the beauty contents feature of the beauty influencer, it is considered that the purchasing power of the color cosmetics industry will continue to increase and help to suggest more effective color cosmetics promotion ways and indicators which companies can utilize.

• Journal of the Korea Convergence Society
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• v.8 no.10
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• pp.371-383
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• 2017

This study investigated the perception of beauty-agriculture convergence industry for businesses in senary industries in Jeju Special Self-governing Province. Currently this area is in the stage right before the suggestion of a convergence-based win-win industrial development model. The ultimate goal is to provide basic data to beauty-agriculture convergence industries. Agricultural products are used as main ingredients in the cosmetics industry and recently, farmers have been focusing on certain areas of the beauty industry, such as the internal production of beauty products and the attraction of customers. According to a comparative analysis on the beauty-agriculture convergence industry between employees and non-employees, a statistically significant difference was found in the following: Possibility of creating high profits, personal interest in the beauty industry and the possibility of utilizing natural resources. In terms of the reasons for beauty-agriculture convergence industry development potential such as added value, leading industry, product competitiveness, aesthetic lifestyle and market size, as well, a significant difference was found. In the perception of the necessity of government supports such as financing, facilities, technology, education and PR marketing, no significant difference was observed. Since creative and diverse contents are needed for beauty-agriculture convergence, high-quality technical support and continuous education are essential. Therefore, diverse government supports including funds and facilities are needed.

• Journal of the Korean Applied Science and Technology
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• v.41 no.3
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• pp.634-647
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• 2024

This study collected 411 copies of data from women in their 20s and 30s in Seoul and Gyeonggi Province who had received non-face-to-face counseling services from beauty influencer and analyzed them with the SPSS WIN 20.0 statistical program. The purpose of the study was to identify the effect of non-face-to-face consultation service quality on customer reliability and purchasing behavior, analyze the mediating effect of customer reliability, and provide basic data necessary for establishing beauty and cosmetics marketing strategies. As a result of the study, first, it can be seen that the main purpose of use of the beauty influencer non-face-to-face counseling service differs according to age, occupation, and average monthly income. Second, correlations between each variable appeared. Third, it was found that the higher the quality of non-face-to-face counseling services of beauty influencer, the higher the purchasing behavior. Fourth, the higher the customer reliability, the higher the purchasing behavior. Fifth, in the relationship between non-face-to-face counseling service quality and purchasing behavior of beauty influencer, customer trust was confirmed to have a partial mediating effect. In the future, it is hoped that the results of this study will be useful as basic data for establishing beauty and cosmetics marketing strategies.

• Journal of Korea Entertainment Industry Association
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• v.14 no.7
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• pp.589-597
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• 2020

The purpose of this study was to verify the acne care improvement effects of natural cosmetics with distilled bamboo vinegar contents and develop the materials for acne cosmetics. For the research subjects, 20 teenage boys and girls were selected and based on random number table, 10 subjects were assigned in the control group that used natural cosmetics (foam cleanser, toner, facial pack) and 10 subjects were assigned in the experimental group that used natural cosmetics with distilled bamboo vinegar contents (foam cleanser, toner, facial pack). The natural cosmetics was used for 12 weeks, and Mark-·Vu facial analysis system was used to measure the sebum, pore size, and redness before using the natural cosmetics, 6 weeks after using the natural cosmetics, and 12 weeks after using the natural cosmetics. For the collected data, SPSS v. 21.0 statistics package program was used for the analysis, and the results are as follows. First, it is a safe natural cosmetics based on the results of the patch test to confirm the skin safety of the natural cosmetics. Second, homogeneity was secured based on the results of the test of homogeneity for the sebum, pore size, and redness of the control group and experimental group. Third, in the verification of acne skin improvement effects of natural cosmetics with distilled bamboo vinegar content, the experimental group had higher reduction rate of changes in the sebum, pore size, and redness on the forehead and right cheek compared to the control group. Therefore, it was identified that the natural cosmetics with distilled bamboo liquid content is safe for the skin and effective for reducing the sebum, pore size, and redness for acne skin. For this reason, it is anticipated for distilled bamboo vinegar to be used in the cosmetics industry.

• Journal of Digital Contents Society
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• v.17 no.4
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• pp.279-286
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• 2016

Recently, the cosmetics industry considers male customers as a consumptive, active customer base who also have purchasing power with their stronger desire for their personal image enhancement. Male-preferred image brands have entered the era of unlimited competition through social media, thus increasing the acquisition of male beauty. Therefore, the information for designing favorable image strategies should be examined. This paper examines male awareness, determined by the degree of appearance management based on four categories (i.e., hair and skin care, makeup, foot and hand care, and plastic surgery). Based on the research, the paper proposes a data service to address the spatial and temporal separation problem between TV CF (the major media for recognizing information) and online $caf{\acute{e}}$/blog the major media for obtaining detailed information.

• Journal of the Korea Society of Computer and Information
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• v.25 no.2
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• pp.221-229
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• 2020

As the cosmetics beauty industry grows into a key next-generation industry, the establishment of an industrialization center is needed, but failure to verify the adequacy and feasibility of the investment could lead to financial burdens. In this study, the project costs and facilities of an industrial center are reviewed to analyze its economic feasibility based on the cost estimates, revenue estimates, estimated profit or loss calculations, and estimated operating cash flows. The profit estimation criteria were analyzed by applying 90 per cent of expected orders for research projects (24 billion won) and 12 per cent of rental rates for testing equipment (4.5 billion won for construction), and the benefit/cost ratio is higher than 1.02 per cent and the net present value is higher than '0' won, and the internal rate of return is also more than 5.06 per cent for all three analytical methods. Therefore, in order for the construction of a cosmetics beauty industrialization center to be economically feasible, it is necessary to maintain research project orders of more than 90 percent and return on equipment rent of more than 12 percent, and a strategic approach is needed to diversify business profits.

• Proceedings of the KAIS Fall Conference
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• 2011.05b
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• pp.720-723
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• 2011

본 연구는 보령머드 활성화를 위한 사전연구로서, 보령의 바다진흙 소재를 활용하여 산업간 연계협력(바다 진흙+제조업+서비스업)으로 결합된 공동브랜드와 복합테마거리 조성을 통해서 산업간 융복합화를 실현하여 보령머드를 활성화시킬 수 있는 방안을 제안하는데, 연구의 주목적을 두고 있다. 연구결과, 충청남도의 화장품, 미용기기 용품 등의 연구개발 및 제조업과 뷰티서비스업, 의료 미용업들을 융복합화하여 보령의 장점인 고품질 천연자원(보령머드)를 활용해서, 보령머드축제를 연계시켜 산업간 공동브랜드를 개발하고, 보령머드 복합테마거리를 조성한다면 관련 기업의 성장은 물론, 지역의 고용창출효과가 커서 보령머드의 활성화에 크게 기여할 것으로 보인다.

• Journal of Digital Convergence
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• v.17 no.7
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• pp.395-400
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• 2019

Contemporary society, the era of the 4th industrial revolution, has been enjoying a boom in the cosmetics industry due to the launch of cosmetics through new technology development due to the interest in the beauty industry. However, the cosmetics industry is booming, but dry eye syndrome, skin trouble, Hormonal disturbances, and many other side effects. In order to prove the universal use value of pine needles as a natural cosmetic material that can complement the side effects of existing chemical ingredients cosmetics harmful to human body, and to propose a roll model of desirable natural cosmetics, DPPH radical scavenging activity, ABTS assay, and flavonoid content were studied. The results showed that both the DPPH radical and ABTS radical scavenging activity increased in both the $70^{\circ}C$ and $100^{\circ}C$ pine water hot water extracts. The extracts from the pine tree extracts at $70^{\circ}C$ and $100^{\circ}C$ showed $32.0{\pm}2.5mg\;QE/ml$ and 116.8 A total flavonoid of ${\pm}5.5mg\;QE/ml$ was detected. Therefore, it is considered that the pine needle hydrothermal extract having a large amount of antioxidant which is advantageous to human body is highly applicable as a natural cosmetic material harmless to the human body.