• Title/Summary/Keyword: 의류브랜드

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Deep Learning for Classification of High-End Fashion Brand Sensibility (딥러닝을 통한 하이엔드 패션 브랜드 감성 학습)

  • Jang, Seyoon;Kim, Ha Youn;Lee, Yuri;Seol, Jinseok;Kim, Seongjae;Lee, Sang-goo
    • Journal of the Korean Society of Clothing and Textiles
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    • v.46 no.1
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    • pp.165-181
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    • 2022
  • The fashion industry is creating innovative business models using artificial intelligence. To efficiently utilize artificial intelligence (AI), fashion data must be classified. Until now, such data have been classified focusing only on the objective properties of fashion products. Their subjective attributes, such as fashion brand sensibilities, are holistic and heuristic intuitions created by a combination of design elements. This study aims to improve the performance of collaborative filtering in the fashion industry by extracting fashion brand sensibility using computer vision technology. The image data set of fashion brand sensibility consists of high-end fashion brand photos that share sensibilities and communicate well in fashion. About 26,000 fashion photos of 11 high-end fashion brand sensibility labels have been collected from the 16FW to 21SS runway and 50 years of US Vogue magazines beginning from 1971. We use EfficientNet-B1 to establish the main architecture and fine-tune the network with ImageNet-ILSVRC. After training fashion brand sensibilities through deep learning, the proposed model achieved an F-1 score of 74% on accuracy tests. Furthermore, as a result of comparing AI machine and human experts, the proposed model is expected to be expanded to mass fashion brands.

Case Study on Fashion Brand Flagship Store in Metaverse -Focusing on Fashion Brand in ZEPETO- (패션 브랜드 메타버스 플래그십 스토어 사례연구 -제페토(ZEPETO) 내 패션 브랜드를 중심으로-)

  • Kim, Woo Bin;Hur, Hee Jin;Choo, Ho Jung
    • Journal of the Korean Society of Clothing and Textiles
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    • v.46 no.3
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    • pp.545-563
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    • 2022
  • Metaverse is a digitally generated world beyond the physical realm; many fashion brands are launching virtual stores in Metaverse. This study explores the cases of flagship stores of fashion brands in Metaverse to understand the peculiarity of Metaverse retailing. This study selected four flagship stores of fashion brands launched on ZEPETO, the largest Metaverse platform in Korea. The characteristics of Metaverse retailing used for case analysis were store (store credibility, servicescape, ease of use), product (content, demos, incentives), social factor (store personnel, store customers), and entertainment (events, games, free gifts). The results illustrate that a transaction system linked to reality could not be established due to technical limitations; it was difficult to obtain specific product information, such as the color, size, and fabric. However, all four fashion brands overwhelmed the traditional retail channels in terms of providing various spatial experiences by operating their virtual stores in global cities related to the heritage and identity of each brand. Furthermore, fashion brands can convey a sense of deviation and fantasy to consumers by delivering unique entertainment activities in Metaverse that they cannot easily provide in real life.

The Relationship among Personality Traits, Brand Tribalism, and Brand Commitment: Mediating Effects of Brand Trust and Perceived Switching Cost (성격특질, 브랜드 트라이벌리즘, 브랜드 몰입의 관계: 브랜드 신뢰성과 지각된 전환비용의 매개효과)

  • Choi, Gun;Yang, Byunghwa
    • Journal of the Korea Convergence Society
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    • v.11 no.6
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    • pp.153-161
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    • 2020
  • The present study aimed to investigate the relationships among consumers' personality trait, brand tribalism, and brand commitment through brand trust and perceived switching cost. Data were collected from a convenience sample of three-hundred and ninety-four undergraduate students at a large Korean university. The participants consisted of 54.1% female (N = 213) and 45.9% male (N = 181). The results indicated that extraversion, conscientiousness, and emotional stability traits are directly related to brand tribalism. Also, brand commitment was directly associated with brand tribalism, brand trust, and perceived switching cost. In particular, our results showed the relationship between brand tribalism and brand commitment was mediated by brand trust, but not perceived switching cost. Therefore, our findings suggest that strong emotional connection of brand tribes may increase perceived switching costs and, consequently, affect brand commitment.

A Study on the Effective Way of Supplying of Highly Educated Fashion Specialists -Focusing on the Korean Apparel Manufacturers in Dalian, China- (패션 전문가의 성공적인 중국 진출에 관한 연구 -중국 대련의 의류제조업체를 중심으로-)

  • Bae Soo-Jeong
    • Journal of the Korean Society of Clothing and Textiles
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    • v.29 no.12 s.148
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    • pp.1562-1570
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    • 2005
  • The purpose of this thesis is to find the effective way of practical education in the fashion related department in order to supply the appropriate experts to the Korean apparel manufacturers located in Dalian, China. The interviews were made twice from $25^{th}$ of Feb. to $15^{th}$ of Mar. 2005 and from $28^{th}$ of July to 31st of July 2005 through the method ot a direct interview with the CEOs of the 7 representative apparel manufactures. The results of the interviews were as following. Seven companies$(100\%)$ participated in the survey all complained of insufficient workers. Also the companies were having difficulties at finding appropriate workers who can handle designing, management, and circulation, because specialists who are fluent in Korean and Chinese are very rare. Moreover, Korean apparel manufacturers are now taking a step further to launch a high quality fashion brand, getting out of the simple hand work depending on low wage or low-tech(6 companies $85.7\%$). Thus, well-educated fashion specialists(intermediate manager) are required on the part of Korean clothing companies or apparel manufacturers in China. It is expected the intermediate managers and the specialists who are capable of launching a new brand will be urgently needed. Therefore, appropriate educations in Korea would be essential to minimize the problems the Korean fashion specialists might face in China. 1 would like to present three suggestions. 1. The highly educated Korean fashion specialists on apparel industry will be a solution both to the high jobless status in our country and to the deficiency in human resources of Korean apparel manufacturers in Dalian. 2. The students in the college should learn how to write down the working chart and matching chart in practical conditions. Taking an intern-ship in working factories in China during a certain period of time will be helpful. 3. The experts should be trained with emphasis on the quality, design, and value of the brand. This study will be used as a base for Koreans who work in fashion related department to enter the Chinese fashion market having a great potential.

The Effect of Personality Factors of Brand and Advertising Model and Personality Congruence on Brand Equity in Casual Apparel Brands (캐주얼 의류 브랜드에서 브랜드와 광고 모델의 개성요인과 개성 일치성이 브랜드 자산에 미치는 영향 연구)

  • Jeon, Hyeong-Jin;Shin, Sang-Moo
    • Journal of Fashion Business
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    • v.15 no.4
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    • pp.16-27
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    • 2011
  • Consumers fill up not only their needs but also their own identity through apparel product and company. From this point of view, Brand personality is essential to convey customer's personality through advertizing influencing on buying behavior. This study investigates how personality factors of brand and advertising model and personality congruence influenced upon brand equity in casual apparel brands. The research methodology was questionnaire distributed to individuals who used to buy casual apparel brand. A total of 58 returned questionnaires were analyzed by internal validity, factor analysis and regression analysis with SPSS 12.0. The results of this study are as follows: in casual apparel brands, personality factors of brand and advertising model influence on personality congruence. Personality congruence influences on brand recognition and brand loyalty among brand equity.

Evaluation on Effectiveness of the Parallel Importation Policy in Korea: Luxury Apparel Brands (한국의 병행수입에 따른 정책의 유효성 평가: 럭셔리 의류브랜드)

  • Kwon, Soongi
    • Journal of the Korean Society of Clothing and Textiles
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    • v.25 no.9
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    • pp.1583-1592
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    • 2001
  • 연구의 목적은 병행수입제도의 정책운용적인 관점에서 고가품 수입의 큰 비중을 차지 하고있는 럭셔리의류 브랜드를 중심으로 병행수입제도 도입 이후 현 시점에서 공정경쟁의 관점에서 병행수입의 문제점 추출과 대안을 도출함으로써 정책적 시사점을 제시하고자 한다. 연구 방법은 문헌조사와 in-depth 인터뷰를 실시하였다. 연구 결과 제도적 측면에서는 병행수입제도 도입 당시 병행수입과 직접 관련된 지적재산법과 독점규제법 사이에는 전용사용권자의 보호와 규제라는 입법적 목적이 서로 다른 이유로 병행수입 도입 여부에 대한 논란이 있는 것으로 나타났다 , 상표권 침해 기준의 모호, 세관절차에 있어서의 문제점 등이 추출되었다. 럭셔리의류 산업적 측면에서 병행수입제도는 수입물품의 가격인하를 선도하여 소비자 이익 증진에 기 여 하는 반면에 명품의 유통경로가 다양해짐에 따라 위조상품의 처벌실적 이 증가하고, 이월상품과overrun된 제품의 저가수입 등의 문제점이 야기되고 있다. 이에 대한 정책적 해결방안으로는 공정거래법의 개정을 통한 병행수입 허용기준의 보완, 지적재산권법 에 병행수입허용 규정 명시 , 소비자 관점에서의 병행수입 제품에 대한 정확한 정보의 전달 등의 내용 보완이 이루어져 야 한다. 본 연구의 시사점은 정책당국에게 경쟁조건의 Global Standard라는 견지에서 제도적 운용의 개선이 시급히 이루어져야 하는 논거와 토대를 제공하였다. 또한 전용사용권자와 병행수입업체에는 정보의 비대칭성에 의존한 판매전략을 지양하고 소비자 보호와 적 정 한 상표권 보호의 합리적 조화가 궁극적으로 생존의 핵심전략임을 인식시켜 줄 수 있는 계기를 마련해 주었다.가치관은 이들의 의복관심과 의복착용 그리고 구매에 지대한 영향을 미친다는 것을 알 수 있다.포제로 평가되었다. 모든 남자포제가 전통적, 순수한 이미지의 포제로, 철릭을 제외한 모든 포제가 단순한 이미지로 나타나 조선시대 남자 포제가 공통적으로 가지는 이미지는 단순하고 순수한 이미지를 가지고 있음을 알 수 있다. 3. 남자 포제의 시기별 복식이미지에서는 조선전기(철릭, 답호, 직령)의 포제는 관할성 요인이 높은 의례적인, 관할한, 특이한 이미지로 평가되었고 조선중기(도포, 창의)의 포제는 품위있는, 절제된, 풍성한 이미지로 평가되었으며, 조선후기(주의)의 포제는 활동적인, 단순한, 직선적인 이미지로 나타났다. 따라서 시대별 남자 포제의 이미지는 시대적 여건과 상황에 따라 변화되어 왔으며, 시대에 따라 추구하는 이미지가 달랐다는 것을 알 수 있이러한 논란의 해결방안으로 관세법 고시에 의한 우회적 도입을 결정한 정부의 방침에 대해 제도적 측면에서의 문제점으로 저작권 침해 기준의 결여다.lavonoid 함량의 판단지표로 활용될 수 있을 것으로 사료되었다.

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The Effect of Advertisement Type, Brand Typicality and Need for Cognition on Attitude toward Advertisement Intention - Focused on Outdoor Apparel Brands - (광고유형, 브랜드 전형성, 인지욕구가 광고태도에 미치는 영향 - 아웃도어 의류 브랜드를 중심으로 -)

  • Jung, Mi Yeon;Hwang, Sun Jun
    • Journal of the Korean Society of Costume
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    • v.66 no.8
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    • pp.1-13
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    • 2016
  • The purpose of this study was to analyze the effects of comparative advertisement brand typicality and need for recognition in outdoor apparel market. This study was created with a mixed factorial design of 2 (Advertisement types: Comparative advertisement vs. General advertisement) X 2(Brand Typicality: High Brand vs. Low Brand) X 2 (Need for Cognition: High vs. Low). The results of this study are as follows: First, it was shown that comparative advertisement had a greater positive influence on attitudes toward advertising intentions in comparison to general advertisements. Second, while comparative advertisement was more effective than general advertisement for outdoor apparel brands with low typicality. Third, consumers with higher need for cognition showed a preferred attitude toward advertising intention when met with comparative advertising in contrast to general advertisement. Fourth, when consumers with higher needs for cognition were exposed to advertisement for brands of lower typicality, there was higher positive influence on the attitudes toward advertisement intention with comparative advertisement in comparison to general advertisement. This means the comparative advertisement may be effective for the new garment brand or the garment brands having low typicality to secure the cognition quickly from the consumers having high need for cognition.

The Influence of Reference Group on the Adolescents' Behavior of Fashion Brand Conformity (준거집단이 청소년의 패션브랜드 동조행동에 미치는 영향)

  • Jun, Dae-Keun;Rhee, Eun-Young
    • Journal of the Korean Society of Clothing and Textiles
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    • v.30 no.9_10 s.157
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    • pp.1434-1444
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    • 2006
  • The purpose of this study was to identify the influence of reference group on the adolescents' behavior of fashion brand conformity. As for the method of the research, questionnaires were given to 672 students of middle school and high school. The results of this study were as follows: First, the differences between disposition of general conformity and behavior of fashion brand conformity were found to be meaningful in the dimensions of reference groups and their influences. Second, the classification between stage of brand consideration and stage of brand choice was found to be significant in the two-stage model of brand choice. Finally, the subjective individualism and the behavior of brand conformity were significantly correlated and the mass media stars & the identificational influence were the most powerful factors to explain the behavior of fashion brand conformity for the adolescents.