• 지능정보연구
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• 제28권4호
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• pp.329-346
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• 2022

최근 소셜 미디어의 숏폼(Short form) 동영상(인스타그램, 틱톡, 유튜브) 시장이 점차 증가하면서 인공지능 영역에서는 이를 활용한 연구가 활발히 진행되고 있다. 대표적인 연구분야로 동영상 내의 패션 상품을 탐지하고 상품 이미지를 검색하는 Video to shop 을 들 수 있다. 이와 같은 동영상 기반 인공지능 모델에서는 Convolution 연산을 사용하여 상품의 특징을 추출한다. 하지만 연산 자원의 제한으로 인해, 동영상의 모든 프레임을 사용하여 특징을 추출하는 것은 현실적으로 불가능하다. 이로 인해, 기존 연구에서는 전체 프레임 중 일부만 샘플링해서 사용하거나, 주제의 특성을 활용한 샘플링 방법을 개발하여 이를 통해 위 문제점을 개선하고, 모델의 성능도 향상시켰다. 기존의 Video to shop 연구에서는 프레임을 샘플링 할 때, 무작위로 일부분의 프레임을 샘플링하거나 균등한 간격으로 샘플링 한다. 하지만 이러한 샘플링 방법은 상품이 존재하지 않는 노이즈 프레임을 샘플링 하면서 패션 상품 검색 모델의 성능을 저하시킨다. 이에 본 연구는 노이즈 프레임을 제거하고 검색 모델의 성능을 향상시키는 샘플링 방법 MF(Missing Fashion items on frame) sampler를 제안한다. MF sampler는 키 프레임 메커니즘(Mechanism)을 발전시켜 자원 한계의 문제점을 개선했다. 또한, 노이즈 탐지 모델을 활용한 노이즈 프레임 제거를 통해 검색 모델의 성능을 향상시켰다. 이와 같은 결과는 실험을 통해 확인되었고, Video to shop 패션 상품 검색에 있어 성능 향상과 효과적인 학습이 가능하다는 것을 확인할 수 있었다.

• 한국의상디자인학회지
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• 제18권1호
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• pp.11-22
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• 2016

The purpose of this study was to analyze the statistical differences and the correlation between eco-friendly attitudes and clothing selection criteria according to gender and age. 150 people in their 20s to 50s were surveyed for this study. The results were as follows. The factors to eco-friendly attitudes were drawn as seven factors. The difference analysis result for eco-friendly attitude according to gender and age showed a significant difference. The results of factor analysis showed that there were four factors in clothing selection criteria. The difference analysis result of clothing selection criteria according to gender showed a significant difference. The analysis results for the effect of eco-friendly attitude on clothing selection criteria showed that the eco-friendly group recognized health and eco-friendly property as more important clothing selection criteria, but the non-eco-friendly group recognized aesthetic as more important one. The result of this study will help product planners in the clothing product development and the market segmentation according to eco-friendly attitude.

• 한국의상디자인학회지
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• 제18권3호
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• pp.85-98
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• 2016

The purpose of this study was to investigate the adolescents' images and preference on cultural products based on Baekje traditional culture focused on adolescents. The subjects were 421 adolescents in Daejeon and Chungnam province. The measuring instruments was stimuli of cultural products and a questionnaire with semantic differential scales of image of cultural products, preference, product evaluation criteria, and subjects' demographics characteristics. The data were analyzed by Cronbach's ${\alpha}$, factor analysis, t-test, ANOVA, Duncan's multiple range test, and regression analysis using SPSS program. The results were as follows. First, 3 factors(attractiveness, interest, gentleness) were emerged on images of cultural products based on Baekje tradition culture, however, the current products could not convey affectively the attractive and gentle image of baekje traditional culture. Second, the preference of the Baekje cultural products was evaluated low, and especially design and price was rated low in the evaluation criteria. Third, preference was related with the 3 image factors, and attractiveness factor was showed highly positive effects on preference of cultural products. The implication of this study was to provide the useful cultural product development plan for adolescents, and the research results suggested that modern and individual design, unique traditional pattern, resonable price, and practicality have to be considered to develop successful cultural products for adolescents.

• 한국컴퓨터그래픽스학회논문지
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• 제18권4호
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• pp.17-23
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• 2012

IT를 접목한 스포츠 의류, M-드레스(Mobile Phone Dress), 웨어러블 컴퓨팅(Wearable Computing) 등 패션이 IT와 결합하면서 활발한 움직임을 보이고 있다. 하지만 지속적인 연구를 통하여 많은 발전을 이루고 있음에도 불구하고 패션에 사용된 IT 기술의 활용은 전원, 착용감, 세탁, 휴대성 등이 문제점으로 나타나고 있다. 따라서 본 논문에서는 착용가능 기술이 효과적으로 가방에 적용되어 개발된 제품을 제시한다. 사람의 감성을 극대화할 수 있는 레저 및 여행을 위한 패밀리 룩(Family Look) 성격의 가방과 20~30대 여성들의 감성을 디자인으로 자극할 수 있는 오띠 꾸뜨르(Haute Couture) 패션에 맞는 싱글 리미티드 가방 그리고 가족이 대상이 되는 패밀리 가방을 토대로 착용가능기술이 적용된 제품디자인을 제작하여 제시하며, 이로 말미암아 앞으로 변화될 패션의 변화를 제안한다.

• 한국의상디자인학회지
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• 제16권1호
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• pp.91-103
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• 2014

In this study, 70 national brands among men's wear brands were selected to examine linguistic characteristics of domestic national men's wear brand names. Linguistic factors which were used in national men's wear brand names were analyzed to understand their characteristics. Formative and semantic characteristics of each brand name were analyzed on the basis of the results from previous studies. It was found that long words with over four syllables are preferred than short words and single words in the form of noun are frequently used for domestic national men's wear brand names in terms of linguistic formality. English is most widely used in brand names, and European languages such as French, Spanish, and Italian are also used frequently under the influence of the country of origin. Next, the analysis result on the semantic characteristics of domestic national men's wear brand names showed that descriptive brand names are used to convey brand information directly and easily, or freestanding brand names which are absolutely irrelevant and newly coined words are chosen to create a characteristic image. In other words, brand names represent detailed business and product category of men's wear by forming a brand image of men's wear (ex. Man, Homme, Zio), and provide the information about properties and benefits related to the product such as dignity, masterpiece, and luxurious lifestyle to consumers by presenting the concept of the brand.

• 한국의상디자인학회지
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• 제25권3호
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• pp.17-29
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• 2023

This study collected and analyzed reference information on the size labeling method and size of clothing products in 13 online shopping malls for plus size women in their 20s and 30s, and compared the size specification information focusing on jeans. First, in the results of examining the method of clothing size designation, clothing sizes indicated by 1, 2, 3 or physique designation (M, L, XL) differed between shopping malls, and even in the same shopping mall, even if the same size notation was used. Most the clothing sizes were different depending on the type of clothing. For bottoms, it was found that one company used seven size designation methods at the same time, two shopping malls used four size designation methods, and five shopping malls used three size designation methods. In the meantime, in the results of comparing the size specifications of jeans XL (size 88, 32 inches) by product part, for waist and hip circumferences, each of the eight companies showed that the size was smaller than the body size suggested by KS adult women's wear.

• 한국의류학회지
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• 제33권7호
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• pp.1074-1085
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• 2009

This study compares the benefits for online clothing purchases between Korean and U.S. consumers. A total of 464 usable questionnaires were obtained from respondents who resided in Korea (n=253) and the United States (n=21l). Data were analyzed by descriptive statistics, factor analysis, and MANOVA. For online clothing purchases, the benefit consisted of five factors: product attribute, transaction services, security, country of origin, and brand symbolism. Results showed that the main effect of nationality and gender on the benefit factors were significant; there was an effect of nationality on product attributes, transaction services, and country of origin. Compared with Korean consumer, U.S. consumers were more likely to consider the benefits of product attributes, transaction services, and country of origin for clothing in online purchases. In addition, there was a gender difference in benefit factors of product attributes, transaction services, country of origin, and brand symbolism. Females were more likely than males to consider the benefits for clothing in online purchases. An interaction effect of nationality and gender was not significant in online purchases for clothing. The managerial implications are discussed for global fashion marketing across the countries.

• 한국의류학회지
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• 제44권2호
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• pp.255-272
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• 2020

This exploratory study investigated Chinese consumers' perceived usefulness and risks of fashion apps and identified reasons for continuance and discontinuance intentions. This study conducted focus group interviews with a convenience sample of 13 Chinese students majoring in fashion in Korea. Based on interviewee responses, this study identified five attributes leading the perceived usefulness of mobile fashion apps (ubiquity and convenience, multi-media information, personalization, interactivity between consumers, and immediateness) and sub elements related to the five attributes. Five types of perceived risk (privacy risk, security risk, product risk, loss of future opportunity, and time risk) were identified in relation to Chinese consumers' use of fashion apps. The important role of live streaming services was uniquely identified by Chinese fashion app users. Usefulness of location-based information provided by mobile fashion apps were differently perceived according to respondents' use purpose, and augmented reality services provided by the apps were related to entertainment rather than usefulness. This study provides meaningful insights into Chinese consumers' perceptions of fashion apps and important app attributes that influence their continuance and discontinuance intentions. The findings from this study lend preliminary implications for future researchers and fashion businesses interested in the Chinese app market.

• 한국의상디자인학회지
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• 제21권3호
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• pp.37-53
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• 2019

The purposes of this study were to investigate Chinese female consumers' shopping orientation and clothing shopping behaviors on the internet and to find the differences in internet shopping behaviors of consumer groups segmented by clothing shopping orientation. The subjects were 417 women in their 20s and 30s from the Gillim Province, China. The research method was a survey, and the questionnaire consisted of a clothing shopping orientation subscale, clothing, their shopping behaviors via the internet, and the subjects' demographic characteristics. For data analysis, a frequency analysis, a cross-tab analysis, a factor analysis, a cluster analysis, ANOVA, and Duncan's multiple range test were performed. The results of this study were as follows. The clothing shopping orientation was derived using five factors (trend pursuit, pleasure pursuit, brand pursuit, economic pursuit, and convenience pursuit). Chinese female consumers were classified into three groups (hedonic group, ambivalent group, and practical group) by clothing shopping orientation. These three groups showed many significant differences in their clothing shopping behaviors on the internet. The hedonic group preferred the specialty and cross-border shopping malls, and considered product quality and trend as their main purchase motives. The ambivalent group considered the convenience of the purchase and trend as important motives as compared to the other groups, and they use more various product selection criteria. The practical group considered low price and convenience and the search simplicity of various products as major purchase motives. In addition, the hedonic and ambivalent groups had a higher purchase satisfaction and purchase intention from internet shopping than the practical group. This study suggested that clothing shopping orientation is one of the useful segmentation variables and fashion marketers needed to establish differentiated marketing strategies for each consumer group that is segmented by clothing shopping orientation.

• 한국복식학회:학술대회논문집
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• 한국복식학회 2005년도 International Costume Conference PROCEEDING
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• pp.214-215
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• 2005