• Title/Summary/Keyword: clothing industry

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Comparative Analysis of Prediction Performance of Aperiodic Time Series Data using LSTM and Bi-LSTM (LSTM과 Bi-LSTM을 사용한 비주기성 시계열 데이터 예측 성능 비교 분석)

  • Ju-Hyung Lee;Jun-Ki Hong
    • The Journal of Bigdata
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    • v.7 no.2
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    • pp.217-224
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    • 2022
  • Since online shopping has become common, people can easily buy fashion goods anytime, anywhere. Therefore, consumers quickly respond to various environmental variables such as weather and sales prices. Therefore, utilizing big data for efficient inventory management has become very important in the fashion industry. In this paper, the changes in sales volume of fashion goods due to changes in temperature is analyzed via the proposed big data analysis algorithm by utilizing actual big data from Korean fashion company 'A'. According to the simulation results, it was confirmed that Bidirectional-LSTM(Bi-LSTM) compared to LSTM(Long Short-Term Memory) takes more simulation time about more than 50%, but the prediction accuracy of non-periodic time series data such as clothing product sales data is the same.

A Study on the Color Characteristics of Amekaji Menswear Fashion Brands (아메카지 남성복 패션 브랜드의 색채 특성 연구)

  • Gihyung Kim
    • Journal of Fashion Business
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    • v.27 no.3
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    • pp.75-95
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    • 2023
  • This study aims to investigate the color characteristics and utilization of Amekaji fashion in the domestic casual market, with a focus on menswear. A total of 1,882 color data were extracted from 11 representative brands of Amekaji. This results of the study showed that PB, Bk, YR, and Y colors were highly utilized in the overall color, and dkg, g, ltg, and p tones were highly utilized. In particular, R color was highly utilized in the point color, as it was developed into six tones, including v, with high saturation. The analysis by the brand showed that the highest number of colors were extracted from 'Kapital', which is famous for its vintage-style patchwork and dyeing, and that 'PB' and 'Bk' were heavily utilized. By the item, PB colors were mainly utilized for denim, and shirts were diversified with 9 tones. W, a neutral color, was mainly used on clothing tops such as shirts, knits, and T-shirts. This study provides valuable insights into the color sensitivity of Amekaji fashion, which can be used as a useful resource for design development and product planning in the industry. As a future study, we suggest analysis of the utilization of Amekaji colors in the Korean men's casual market along with American and Japanese brands.

Key motivating factors affecting skilled workers' productivity in Construction projects

  • Enshassi, Adnan;Mahdi, Mahdi
    • International conference on construction engineering and project management
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    • 2015.10a
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    • pp.142-146
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    • 2015
  • Human resources development is considered a critical issue for improving productivity of workers in construction industry. The aim of this study is to identify and rank the key motivating factors that impact skilled workers productivity according to their relative importance. A total of 27 factors were identified through a literature review, which were categorized into 2 group financial and un-financial motivators. A questionnaire instrument was adopted in this study. The study revealed that the most significant group which affected skilled workers' productivity in construction projects was financial group with the recognition of the un-financial group importance. The results emphasized that the financial group has an edge over the un-financial group which reflect the priority of need for the respondents. The results indicated that the un-financial group represents a backbone in its importance after the financial group which reflects that un-financial factors can improve productivity. The findings showed that the provision of companies to safety conditions factor such as protective safety clothing and protective equipment was ranked very low by the respondents. This is due to the dominant culture of the workers as well as the lack of their awareness regarding their own safety and lack of companies' interest in safety and health for workers. Construction companies are advised to take the key motivating factors obtained from the results of this study into serious consideration in order to improve the satisfaction of their workers and improve their productivity.

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A Study on the Characteristics of the Manufacturing Method of Handbags by Brand

  • Youshin Park
    • Journal of Fashion Business
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    • v.27 no.6
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    • pp.66-84
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    • 2023
  • Handbags are a part of fashion and while their significance and value are increasing, research on this topic is lacking. This study defines handbags and categorizes the materials used for making handbags, sewing methods, expression techniques, and terminologies related to accessories. A total of 1,743 handbags that were released from the Spring 2020 to Fall 2023, Ready-to-Wear collections by 8 selected brands (Hermes, Dior, Fendi, Chanel, Louis Vuitton, Prada, Gucci, and Alexander McQueen), were analyzed. Out of these, 732 unique designs, excluding those with only color variations, were studied. The most common sewing methods were 'Cut, sewing, and edge painting', 'Cylinder arm sewing', 'Cut, edge painting, and sewing', and 'Inverted seam', in that order. Slim strap designs primarily used the 'Cut, sewing, and edge painting' method, whereas the body, especially with narrow and hard leather, was best suited for the 'Cylinder arm sewing machine'. For expression techniques, the most frequently used methods were 'Quilting', 'Metal Eyelet', 'Embossing', 'Printing', 'Punching', and 'Weaving', respectively. The characteristics of each brand's production methods, expression techniques, and accessories were as follows: First, the exposure of logos and monograms is prominent. Unlike clothing, handbags often prominently feature the brand's logo or monogram. Second, signature quilting is a prominent feature. Quilting effectively conveys the brand's signature style, providing cushioning, volume, and pattern effects. Third, sustainable development is a growing trend. Brands are increasingly applying eco-friendly and socially responsible designs.

Discrimination of Lateral Torso Types by Posture for Older Women (노년 여성의 몸통 측면 자세에 따른 체형 판별)

  • Sunmi Park;Hyunsook Han
    • Fashion & Textile Research Journal
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    • v.26 no.1
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    • pp.35-43
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    • 2024
  • This study aimed to objectively classify the lateral torso posture types and functions of older women. We used 3D body scan data of 119 women aged 70-85 years from the 6th SizeKorea project. First, we defined three torso axes to represent the lateral torso posture types: posterior waist-back, back-cervical, and whole torso axes. Next, we asked experts to select one of four lateral torso posture types-stooped, straight, leaning back, and swayback postures-by looking at the lateral photographic data of 119 older women. To identify the axis that best represented each lateral torso posture type, a discriminant analysis was conducted using the angle of each of the three torso axes as an independent variable and an expert's visual classification as a dependent variable. Based on the analysis, the whole torso and backcervical axis angles were selected as variables for judging lateral torso posture types. Subsequently, we developed a classification function to determine which of the four lateral torso posture types of a particular participant was applicable for a new individual. The method developed in this study is significant in that it enables the objective classification of the lateral torso postures types of older women.

A Study on the Patterns of Parody Change in Fashion (패션에서의 패러디 변화양상에 관한 연구)

  • Jung-hee Jung
    • Fashion & Textile Research Journal
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    • v.26 no.2
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    • pp.151-165
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    • 2024
  • This study examines the creation method using parody in fashion, which has changed from the first half of the 20th century to the present day, by considering the creation method expressed in art. A literature review and case studies were conducted for this research method. The scope of this case study was to examine designer works that attempted an artistic approach, focusing on contemporary fashion in the 20th century to the present. First, it was found that parody, as a creative method in fashion, creates works that reflect designers' new perspectives or perspectives in the form of variations that vary from time to time. Second, the forms of variation that vary from time to time demonstrate Poire's imitation technique in the modernist era. Imitation and critical parody techniques were used in the postmodern era. In the post-contemporary era, the extended parody-type appropriation and re-transmission techniques were used. Third, when comparing creation techniques using parody in art and fashion by period, it was found that the fashion technique, which followed the creation technique in art, adopted the same method as the art technique, as it approached recently.

Development of Upcycling Fashion Design Using Automotive Waste (자동차 폐기물을 활용한 업사이클링 패션 디자인 개발)

  • GAO LI;Kim, Chahyun
    • Journal of Fashion Business
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    • v.28 no.3
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    • pp.34-47
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    • 2024
  • This study aimed to enhance public awareness of the growing issue of automobile waste and promote environmental protection by developing visually appealing and innovative clothing designs. By leveraging successful examples of upcycled fashion design and products that could recycle automobile waste, this study proposed four garment designs utilizing various materials such as seat belts, leather seat fabrics, and airbags from automobile waste. Ultimately, two of these garments were produced as physical prototypes. Findings of this study are summarized as follows. First, the development of upcycled fashion products utilizing automotive waste opened new possibilities for sustainable fashion design. This approach demonstrates potential to meet demands of modem consumers who prioritize environmental values and social responsibility. Second, the study established an important foundation for understanding market acceptance and consumer perception of upcycled fashion products using automotive waste. As consumer awareness of environmental protection grows and demand for sustainable products increases, these upcycled products are likely to gain significant traction in the fashion industry.

A Research on Private apparel Brand's Product Strategy in Discounted Stores. (할인점의 의류PB 상품전략에 관한 연구)

  • Choi, Sung-Sik;Kim, Pan-Jin;Lee, Sang-Youn
    • The Journal of Industrial Distribution & Business
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    • v.2 no.2
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    • pp.25-38
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    • 2011
  • After the financial crisis, what has been the rapidly growth of large supermarkets, stores, and restaurants linked to concerns that have already reached saturation point, but the new opening large supermarkets is expected to continue into the future. The major supermarkets are continue to grow outward but growth slowed. And that is expected to continue differentiation of the product, acceptance the customer needs, acquiring high margin of sales products. Then the ongoing development of PB brand is to be positioned effective marketing strategy for overcoming the period of slow growth. In addition, big three local supermarkets continue to launch a clothing PB brand, expansion and operation strategy for the situation and based on this study and the success of the domestic large-Mart's PB and PB identifying problem and the need for differentiation and profit for the successful strategy is to discuss in this study. This research looks at the concept of major market's private brand, the strategy, the success example and the prospects, and views the globally rapid-growing private brands, not only having the limited role of distributing the products as retailers, but also having a control of the distribution channel as a manufacturing company. World's major advanced distribution companies, to differentiate their companies' products and increase the profitability, are putting a lot of efforts into private brand products, and there are many good examples that are globalizing, externally expanding, and creating high financial results. In this research, we presented three major domestic discount stores as examples to show that there is a need for a differentiated private brand management strategy in the saturated discount store industry in Korea. Also, we aim to provide a new product strategy for the future that has been saturated with discount stores to the limit, by providing suggestions that private brand products can be used as weapons with the strongest competiveness in the retail industry through pursuing store differentiations from thorough market analysis and product researches, meeting the customers' needs, and obtaining high margins. PB products, particularly clothing design, a thorough market analysis and product development trends and customer needs to reflect the acquisition of High margin differentiated powerful products and sustainable growth through the stores, large supermarkets, congested, a new breakthrough that can give a good opportunity to provide implications discount stores, new product strategy based on ways to limit proposed. This study discount the major three companies studied, the less strain is a generalization. In the future, domestic and local discount store brand PB, SPA brand that the multinational comparative analysis of the value of the PB expansion strategy centered on clothing, additional studies will be needed.

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Research on Radiation Shielding Film for Replacement of Lead(Pb) through Roll-to-Roll Sputtering Deposition (롤투롤 스퍼터링 증착을 통한 납(Pb) 대체용 방사선 차폐필름 개발)

  • Sung-Hun Kim;Jung-Sup Byun;Young-Bin Ji
    • Journal of the Korean Society of Radiology
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    • v.17 no.3
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    • pp.441-447
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    • 2023
  • Lead(Pb), which is currently mainly used for shielding purposes in the medical radiation, has excellent radiation shielding functions, but is continuously exposed to radiation directly or indirectly due to the harmfulness of lead itself to the human body and the inconvenience caused by its heavy weight. Research on shielding materials that are human-friendly, lightweight, and convenient to use that can block risks and replace lead is continuously being conducted. In this study, based on the commonly used polyethylene terephthalate (PET) film and the fabric material used in actual radiation protective clothing, a multi-layer thin film was realized through sputtering and vacuum deposition of bismuth, tungsten, and tin, which are metal materials that can shield radiation. Thus, a shielding film was produced and its applicability as a radiation shielding material was evaluated. The radiation shielding film was manufactured by establishing the optimized conditions for each shielding material while controlling the applied voltage, roll driving speed, and gas supply amount to manufacture the shielding film. The adhesion between the parent material and the shielding metal thin film was confirmed by Cross-cut 100/100, and the stability of the thin film was confirmed through a hot water test for 1 hour to measure the change of the thin film over time. The shielding performance of the finally realized shielding film was measured by the Korea association for radiation application (KARA), and the test conditions (inverse wide beam, tube voltage 50 kV, half layer 1.828 mmAl) were set to obtain an attenuation ratio of 16.4 (initial value 0.300 mGy/s, measured value 0.018 mGy/s) and damping ratio 4.31 (initial value 0.300 mGy/s, measured value 0.069 mGy/s) were obtained. by securing process efficiency for future commercialization, light and shielding films and fabrics were used to lay the foundation for the application of films to radiation protective clothing or construction materials with shielding functions.

Testing for Measurement Invariance of Fashion Brand Equity (패션브랜드 자산 측정모델의 등치테스트에 관한 연구)

  • Kim Haejung;Lim Sook Ja;Crutsinger Christy;Knight Dee
    • Journal of the Korean Society of Clothing and Textiles
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    • v.28 no.12 s.138
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    • pp.1583-1595
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    • 2004
  • Simon and Sullivan(l993) estimated that clothing and textile related brand equity had the highest magnitude comparing any other industry category. It reflects that fashion brands reinforce the symbolic, social values and emotional characteristics being different from generic brands. Recently, Kim and Lim(2002) developed a fashion brand equity scale to measure a brand's psychometric properties. However, they suggested that additional psychometric tests were needed to compare the relative magnitude of each brand's equity. The purpose of this study was to recognize the psychometric constructs of fashion brand equity and validate Kim and Lim's fashion brand equity scale using the measurement invariance test of cross-group comparison. First, we identified the constructs of fashion brand equity using confirmatory factor analysis through structural equation modeling. Second, we compared the relative magnitude of two brands' equity using the measurement invariance test of multi-group simultaneous factor analysis. Data were collected at six major universities in Seoul, Korea. There were 696 usable surveys for data analysis. The results showed that fashion brand equity was comprised of 16 items representing six dimensions: customer-brand resonance, customer feeling, customer judgment, brand imagery, brand performance and brand awareness. Also, we could support the measurement invariance of two brands' equities by configural and metric invariance tests. There were significant differences in five constructs' mean values. The greatest difference was in customer feeling; the smallest, in customer judgment.