• The Research Journal of the Costume Culture
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• v.13 no.5 s.58
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• pp.777-789
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• 2005

Mix & Match Visual Image, appearing in T-shirt one-point graphics, is a new visual image emerged as a result of several trends: development of cutting-edge machinery and computer programs, various needs of consumers, and an international trend of fusion concept. Thus, a concrete research of Mix & Match Visual Images is demanding. This paper studies one-point graphic, which appeared in the SamsungDesignNet, Interfashion Planning, and firstviewkorea, with a focus on apparel T-shirt of women's wear and casual wear from 2001 to 2004. The study shows that the most preferred independent visual image in Mix & Match Visual Images is a typography, and next is in the order of marks, symbols, geometric diagrams and abstract shapes, animals and plants, characters, materials, and collages. As Mix & Match of independent visual images was mainly combined typography with other independent visual images, we need to develop more Mix & Match Visual Images using various independent visual images's mix and match. Then, T-shirt will be one of the most representative items in Korean fashion trend that enable consumers to express their characters, escaping from the old-fashioned concept that T-shirt is just a T-shirt.

• The Research Journal of the Costume Culture
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• v.17 no.4
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• pp.653-662
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• 2009

The past Romanticism, which emphasized loveful, womanish property, has changed into new-concept Romanticism as it was harmonized with various emotional cultures and trends in the 21st century. New-concept romanticism is found in various fields ranging from personality, diversity and discrimination to emotion. It is appearing as a new style searching for taste as it is mixed and matched with other fields. In fashion, Romanticism and mix-and-match trend provide womanish feeling through the match with romantic chiffon, high-waisted pants and cashmere cardigan and show modern emotion through vest and short blazer. Therefore, it is necessary to reconsider the method to analyze and express fashion emotion style on the basis of mix-and-match trend of Romanticism. The purpose of this study is to analyze how Romanticism is expressed in the mix and match with other emotional style, predict direction of Romanticism style and establish the ground to find changing fashion trend accurately. The researcher expects that design development will be focused on the fashion, which is more various and characteristic and search for convenient, healthy life, on the basis of the analysis on mix and match shown in Romanticism fashion of the study. The researcher tried to provide the base of design development and assist design activation by using mix and match, which can create various new styles, accurately and understanding and predicting the fashion trend of the 21st century.

• Korean Institute of Interior Design Journal
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• v.19 no.1
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• pp.55-62
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• 2010

This study examines attributes and expression characteristics of 'Mix & Match' which is one of the major current trends in interior designs. The concept and background of 'Mix & Match' was ascertained through research of previous documents and studies, and its attributes were explored. In order to examine the expression characteristics to see how they are expressed in actual interior designs, case analyses were carried out centering on the expression elements such as material, light & lighting, color, furniture and objects which were regarded as important in previous studies and related articles so far. The case analyses were carried out for works where the concept of 'Mix & Match' was prominent in designs produced in 2007 and 2008, chosen from the main reports of the representative interior design journals, 'Interiors' and 'INTERNI & Decor'. As a result, it has been found that 'Mix & Match' is not limited to one attribute but the temporal, spatial and genre attributes are present all at the same time, or various expression elements exist in one attribute. This is a distinct character commonly shown in most of the cases and each expression element is expressed in variety according to spatial concept, from a simple parallel to substitution, transfer and modification (simplification, transformation of the scale, rate modification etc.) Therefore, in creating the space for 'Mix & Match' or in interpretation of it, the understanding of these expression characteristics would make it possible for clearer and more various applications of design, and furthermore will be meaningful for supply and accumulation of reference in design communication.

• Journal of Korean Society of Industrial and Systems Engineering
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• v.46 no.4
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• pp.312-320
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• 2023

Recently, there has been an increasing attempt to replace defect detection inspections in the manufacturing industry using deep learning techniques. However, obtaining substantial high-quality labeled data to enhance the performance of deep learning models entails economic and temporal constraints. As a solution for this problem, semi-supervised learning, using a limited amount of labeled data, has been gaining traction. This study assesses the effectiveness of semi-supervised learning in the defect detection process of manufacturing using the MixMatch algorithm. The MixMatch algorithm incorporates three dominant paradigms in the semi-supervised field: Consistency regularization, Entropy minimization, and Generic regularization. The performance of semi-supervised learning based on the MixMatch algorithm was compared with that of supervised learning using defect image data from the metal casting process. For the experiments, the ratio of labeled data was adjusted to 5%, 10%, 25%, and 50% of the total data. At a labeled data ratio of 5%, semi-supervised learning achieved a classification accuracy of 90.19%, outperforming supervised learning by approximately 22%p. At a 10% ratio, it surpassed supervised learning by around 8%p, achieving a 92.89% accuracy. These results demonstrate that semi-supervised learning can achieve significant outcomes even with a very limited amount of labeled data, suggesting its invaluable application in real-world research and industrial settings where labeled data is limited.

• Korean Journal of Human Ecology
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• v.20 no.1
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• pp.155-168
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• 2011

This study aims at analyzing the Mix & Match fashion trend expressed in the Ready to Wear collections shown in 27 collections of 3 designers(Alexander McQueen, Jean Paul Gaultier, Comme des Gar$\c{c}$ons) over the past five years from 2007S/S to 2011S/S, and the results are as follows. 1) The characteristics were a combination of past and modern, the past and past prominent fashions combined at a different time, these styles and details were seen in Alexander McQueen's collection. 2) The properties of combination were expressed as a clash of cultures, such as East and West or African and European. 3) The characteristics of the combinations were expressed by differences in purpose, such as outer garments or underwear. 4) Artistic combinations of Mixing & Matching happen through a component confusion of art and garments. 5) The characteristics of Mixing & Matching fashion were expressed in images, especially in the case of Jean Paul Gaultier.

• The Research Journal of the Costume Culture
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• v.17 no.6
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• pp.1047-1058
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• 2009

Japanism represents a Japanese sense presented in Collections by many world-class western designers who are inspired by Japanese Kimonos. This study analyzes how the traditional Japanese costumes were applied to the modern clothing and the mix and match style appeared at the Japanism fashion based on the Fashion Collections during the three years from the spring of 2006 to the winter of 2008. The analysis was performed based on preceding studies, literature, fashion magazines such as Vogue, Elle, Marie Claire, and the Collections during the three years. The results of this study on Japanism covers: the application of Kimono design, Kimono sleeves, Kimono neck line to coats, jackets, one-pieces, and blouses; the application of traditional geometrical patterns, flower patterns, and natural patterns. These patterns were presented by print, dyeing, and embroidery; lastly, the employment, utilization, function, and adjustment of Obi(belt) to Japanese style clothing and also to modern clothing. Japanism fashion presented sportism, feminism, and eroticism by using mix and match. This analysis can contribute to the application of the ethnic clothing to modern clothing.

• 한국생활과학회:학술대회논문집
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• 2008.05a
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• pp.143-144
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• 2008

• KSII Transactions on Internet and Information Systems (TIIS)
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• v.18 no.2
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• pp.263-283
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• 2024

Users' comments after online shopping are critical to product reputation and business improvement. These comments, sometimes known as e-commerce reviews, influence other customers' purchasing decisions. To confront large amounts of e-commerce reviews, automatic analysis based on machine learning and deep learning draws more and more attention. A core task therein is sentiment analysis. However, the e-commerce reviews exhibit the following characteristics: (1) inconsistency between comment content and the star rating; (2) a large number of unlabeled data, i.e., comments without a star rating, and (3) the data imbalance caused by the sparse negative comments. This paper employs Bidirectional Encoder Representation from Transformers (BERT), one of the best natural language processing models, as the base model. According to the above data characteristics, we propose the F_MixBERT framework, to more effectively use inconsistently low-quality and unlabeled data and resolve the problem of data imbalance. In the framework, the proposed MixBERT incorporates the MixMatch approach into BERT's high-dimensional vectors to train the unlabeled and low-quality data with generated pseudo labels. Meanwhile, data imbalance is resolved by Focal loss, which penalizes the contribution of large-scale data and easily-identifiable data to total loss. Comparative experiments demonstrate that the proposed framework outperforms BERT and MixBERT for sentiment analysis of e-commerce comments.

• Journal of the Korean Society of Clothing and Textiles
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• v.25 no.4
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• pp.673-684
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• 2001

The purpose of this study was to find out the correlation between the \"spirit of the times\" and the characteristics of each eras clothing in Renaissance and Post-modern Period. Theoretical studies about the \"spirit of times\" and the characteristics of clothing about each time were preceded. The results were as follows: Similarities of \"Spirit of times\" were 1) emphasis on humanity 2) anti-centralization 3) destruction of social status 4) deconstruction of christianity in Renaissance and modernism in Post-modern Period. Similarities of \"characteristics of clothing\" were 1) emphasis on erotic aspects of female body 2) emphasis of erotic aspects on clothing 3) tendency to revert to the old fashion 4) popularization of certain social groups fashion 5) tendency of deconstructionism in fashion 6) tendency of \"No match mix\" 7) androgynous style.f \"No match mix\" 7) androgynous style.ous style.

• Journal of the Korean Society of Fashion and Beauty
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• v.4 no.2 s.8
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• pp.6-14
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• 2006

The purpose of this study is to examine how the Chanel Collection, a famous brand acknowledged for it's modern style, was influenced by post-modernism. The scope of research includes initial concentration on 1920's boyish style of Chanel as well as its relative influence on modernism. Secondly, the research concentrates on Chanel Collections that Lagerfeld's designs were best represented. The results were as follows: The tendency to eroticism for fashion business, tendency to retro-fashion, tendency to popularization of sub-cultural group's fashion, tendency to no-match-mix, tendency to androgynous style, tendency to emphasis on ornaments in clothing.