• 제목/요약/키워드: preference for fashion products

검색결과 146건 처리시간 0.02초

신제품 개발을 위한 GAN 기반 생성모델 성능 비교 (Performance Comparisons of GAN-Based Generative Models for New Product Development)

  • 이동훈;이세훈;강재모
    • 문화기술의 융합
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    • 제8권6호
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    • pp.867-871
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    • 2022
  • 최근 빠른 유행의 변화 속에서 디자인의 변화는 패션기업의 매출에 큰 영향을 미치기 때문에 기업들은 신제품디자인 선택에 신중할 수밖에 없다. 최근 인공지능 분야의 발달에 따라 패션시장에서도 소비자들의 선호도를 높이기 위해 다양한 기계학습을 많이 활용하고 있다. 우리는 선호도와 같은 추상적인 개념을 수치화함으로써 신제품 개발에 신뢰성을 높이는 부분에 기여하고자 한다. 이를 위해 3가지 적대적 생성 신경망(Generative adversial netwrok, GAN)을 통하여 기존에 없는 새로운 이미지를 생성하고, 미리 훈련된 합성곱 신경망(Convolution neural networkm, CNN)을 이용하여 선호도라는 추상적인 개념을 수치화시켜 비교하였다. 심층 컨볼루션 적대적 생성 신경망(Deep convolutional generative adversial netwrok, DCGAN), 점진적 성장 적대적 생성 신경망(Progressive growing generative adversial netwrok, PGGAN), 이중 판별기 적대적 생성 신경망(Dual Discriminator generative adversial netwrok, D2GAN)의 3가지 방법을 통해 새로운 이미지를 생성하였고, 판매량이 높았던 제품으로 훈련된 합성곱 신경망으로 유사도를 비교, 측정하였다. 측정된 유사도의 정도를 선호도로 간주하였으며 실험 결과 D2GAN이 DCGAN, PGGAN에 비해 상대적으로 높은 유사도를 보여주었다.

Subjective Responses to Thermal Stress for the Outdoor Performance of Smart Clothes

  • Kwon, JuYoun;Parsons, Ken
    • 대한인간공학회지
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    • 제36권3호
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    • pp.169-181
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    • 2017
  • Objective: The aim of this study was to explore the influence of outdoor weather conditions on subjective responses during physical activity. Background: The largest difference between indoor and outdoor conditions is the existence of the sun. The heat load from the sun has an influence on the heat gain of the human body and the intense degree of solar radiation affected thermal comfort. Method: Thirty eight people were exposed to a range of climatic conditions in the UK. Weather in England does not have extremely hot and cold temperature, and the current study was conducted under warm (summer and autumn) and cool (spring and summer) climates. Measurements of the climate included air temperature, radiant temperature (including solar load), humidity and wind around the subjects. Subjective responses were taken and physiological measurements included internal body temperature, heart rate and sweat loss. Results: This study was conducted under four kinds of environmental conditions and the environmental measurement was performed in September, December, March, and June. The values for sensation, comfort, preference, and pleasantness about four conditions were from 'neutral' to 'warm', from 'not uncomfortable' to 'slightly comfortable', from 'slightly cooler' to 'slightly warmer', and from 'neither pleasant nor unpleasant' and 'slightly unpleasant', respectively. All subjective responses showed differences depending on air temperature and wind speed, and had correlations with air temperature and wind speed (p<0.05). However, subjective responses showed no differences depending on the radiant temperature. The combined effects of environmental parameters were showed on some subjective responses. The combined effects of air temperature and radiant temperature on thermal sensation and pleasantness were significant. The combined effects of metabolic rate with air temperature, wind speed and solar radiation respectively have influences on some subjective responses. In the case of the relationships among subjective responses, thermal sensation had significant correlations with all subjective responses. The largest relationship was shown between preference and thermal sensation but acceptance showed the lowest relationship with the other subjective responses. Conclusion: The ranges of air temperature, radiant temperature, wind speed and solar radiation were $6.7^{\circ}C$ to $24.7^{\circ}C$, $17.9^{\circ}C$ to $56.6^{\circ}C$, $0.84ms^{-1}$ to $2.4ms^{-1}$, and $123Wm^{-2}$ to $876Wm^{-2}$ respectively. Each of air temperature and wind speed had significant relationships with subjective responses. The combined effects of environmental parameters on subjective responses were shown. Each radiant temperature and solar radiation did not show any relationships with subjective responses but the combinations of each radiant temperature and solar radiation with other environmental parameters had influences on subjective responses. The combinations of metabolic rate with air temperature, wind speed and solar radiation respectively have influences on subjective responses although metabolic rate alone hardly made influences on them. There were also significant relationships among subjective responses, and pleasantness generally showed relatively high relationships with comfort, preference, acceptance and satisfaction. Application: Subjective responses might be utilized to predict thermal stress of human and the application products reflecting human subjective responses might apply to the different fields such as fashion technology, wearable devices, and environmental design considering human's response etc.

성별에 따른 청바지 착용자의 의복행동 차이 (A Difference of Clothing Behavior of Jean's Wearer According to the Gender)

  • 이정숙;성수광
    • 한국의류산업학회지
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    • 제6권3호
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    • pp.336-340
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    • 2004
  • This is the result of the comparison of the number of jeans, colors, images, opinions when it was purchased, shapes according to the gender of persons in jeans. According to the gender, male students had 1.64 jeans(46.3%) and female students had 2.09 jeans(53.7%) on the average. Male students selected colors of jeans which they don't have, but want to wear once in the order of blue(3.7%), red(21.0%), white(24.1%), black(25.6%), and others(25.6%). Female students selected colors in the order of blue(3.2%), black(15.6%), red(24.8%), white(27.7%) and others(25.6%). In case of the general image about jeans, male students thought the jeans as masculine(1.2%), sexy(3.1%), unisexual(3.2%), active(23.6%), young(29.8%), and comfortable(36.5%) and female students thought it as masculine(0.3%), sexy(3.5%), unisexual(10.4%), young(21.9%), comfortable(28.1%) and active(35.8%). Male students considered torn or holed jeans ill-mannered(10.7%), delinquent, (20.7%)trendy(21.0%), comfortable(22.9%), and dandy(24.7%). Female students think it ill-mannered(3.4%), delinquent7.1%, trendy(17.4%), comfortable(21.1%), and dandy(50.9%). When they purchase jeans, male students choose according to trends(17.9%), don't consider design(19.5%) and look for their own styles(62.6%), female students didn't consider design(5.2%), choose according to trends(22.0%), and look for their own styles(72.5%). The designs of jeans which they usually wear were bell bottom(1.5%), wide-shaped(7.4%), baggy(17.5%), straight-shaped(73.6%) in case of male students. on the other hand, in case of female students, baggy(10.2%), wide-shaped(11.0%), bell bottom(17.0%), and straight-shaped(61.8%). The designs of jeans which they didn't have but want to wear once are wide-shaped(10.1%), bell bottom(13.2%), baggy(20.9%), and straight-shaped(55.2%) in case of male students. On the other hand, females students want to wear baggy(11.6%), wide-shaped(15.0%), straight-shaped(27.6%), and bell bottom(45.8%). The above-mentioned findings illustrated that both male and female students regarded blue as the original color of jeans, but they wanted to wear jeans in colors other than blue. In the past, jeans were considered masculine and unisex, but they viewed jeans as an apparel that was comfortable to wear and made it easier to move. Female students had a higher tendency to be fashionable than male students, and their preference for jeans was consequently different. Jeans manufacturers should take those characteristics into account to produce products in different colors and form.

A Pilot Study on the Development of Incontinence Panty for Senior Women

  • Cha, Su-Joung
    • 한국컴퓨터정보학회논문지
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    • 제27권1호
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    • pp.115-128
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    • 2022
  • 본 연구는 50대 이상 여성을 대상으로 요실금 증상 및 요실금 제품에 대한 착용실태 및 구매실태, 선호도 등을 조사 분석하고자 하였다. 연구는 설문지법으로 이루어졌으며, 분석에는 SPSS 26.0 프로그램을 활용하였다. 요실금 패드와 팬티 구입 시 방수기능, 흡수속도 등이 중요한 것으로 인식되었다. 요실금 제품의 추가 희망 기능은 샘 방지 기능이 가장 많았고, 선호 색상은 살색이 많았다. 요실금 횟수가 많을 때 흡수기능, 요실금 양이 적을 때는 치수나 맞음새가 중요하였지만, 요실금 양이 많아지면 방수기능이 중요한 것으로 나타났다. 요실금 발생빈도가 높고 요실금 양이 많을 때 샘 방지 기능이 추가되기를 희망하였고, 팬티형 패드를 선호하였다. 분만 횟수가 많을수록 요실금의 양도 많았으며, 요실금 증상도 빈번하게 나타나는 것으로 분석되었다. 폐경 연령에 따라서도 요실금 양에 유의미한 차이를 나타내 조기 폐경 시 요실금 양이 많은 것을 알 수 있다.

중국 소비자 선호도 분석을 바탕으로 한 웨딩촬영용 의상 디자인 개발 (Development of Wedding Dress Designs on the Analysis of Chinese Consumer Preferences)

  • 이선민;이인성
    • 한국의류학회지
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    • 제36권7호
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    • pp.714-726
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    • 2012
  • The Korean wave 'Hallyu' has proliferated in China and the trend is remarkable especially in wedding photography. Korean style wedding photography has gained wide popularity among newly married Chinese couples because it is regarded as fresh and trendy. Accordingly, there is an urgent need to develop and supply dress designs for Chinese brides who want Korean style wedding photography. This study outlined the current status of Hallyu and wedding photography in China in order to analyze dresses for wedding photography. Chinese brides were analyzed to outline the features of preferred designs. The dresses preferred by Chinese brides for wedding photography included wedding dresses, evening dresses, and casuals (respectively), and partly featured traditional dresses. The preferred design elements for wedding dresses and evening dresses were ball gown silhouettes, strapless necklines, and gather detail. As for the casuals preferred by Chinese brides, the romantic style was most preferred and the skirts, dresses, T-shirts and blouse items were preferred for the romantic style. Through the analysis, dress designs for Chinese brides who want Korean style wedding photography were developed to reflect Hallyu content as well as 2012 S/S fashion trends for wedding dresses, evening dresses, and casuals. Currently Korean style wedding photography is gaining popularity in China and Hallyu content is considered a fresh and competitive item that may strongly appeal to Chinese consumers. This study focused on the development of designs for wedding photography dresses with Hallyu related content and is to be used as a reference for the development of Hallyu related wedding products as well as the proliferation of Hallyu.

40~60대 남녀의 골프웨어 구매 및 선호실태조사 (A Survey on the Purchase and Preference of Golf Wear for Men and Women in Their 40s, 50, and 60s)

  • 백경자
    • 문화기술의 융합
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    • 제9권4호
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    • pp.727-737
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    • 2023
  • 본 연구는 40~60대를 위한 골프웨어 설계 및 연구개발을 위한 기초자료를 제공하고자 연 1회 이상 라운딩 활동과 골프 연습 활동을 꾸준히 하고 있는 의도표집된 대상자 64명을 대상으로 골프웨어 구매 및 선호도 조사를 실시하였다. 그 결과, 골프웨어는 상설할인매장에서 구매하고 TV 및 인터넷광고를 통하여 정보를 활용하며, 구매빈도는 연간 1~2회로 연간 구입비 50만원~100만원 미만, 1회 지출 비용 20만원~50만원 미만이 가장 많았다. 골프웨어 구매 시 디자인을 먼저 고려하고 여성은 흰색, 남성은 검은색·회색을 가장 선호하였다. 남성은 PK 칼라의 단추여밈 스타일, 여성은 라운드 네크라인의 니트 스타일을 선호하는 편이었고 상의여유량은 여성은 세미 피티드, 피티드, 남성은 세미 피티드, 루즈한 핏을 선호하여 유의차를 보였다. 골프웨어 제작 시 고려사항으로 젊어 보이는 디자인에 대한 응답결과가 연령이 낮을수록 비율은 높아져 연령에 맞는 디자인을 우선시하여 골프활동을 위한 기능성을 반영한 골프웨어 설계가 필요할 것으로 사료되었다.