Fashion and Textiles最新文献

Application and evaluation knitted electrodes for body signal measurement using adhesive intermediate electrode 使用粘合剂中间电极测量人体信号的针织电极的应用与评估

IF 2.3 4区管理学

Fashion and Textiles Pub Date : 2024-11-18 DOI: 10.1186/s40691-024-00404-9

Ji Eun Song, Sohee Lee

{"title":"Application and evaluation knitted electrodes for body signal measurement using adhesive intermediate electrode","authors":"Ji Eun Song, Sohee Lee","doi":"10.1186/s40691-024-00404-9","DOIUrl":"10.1186/s40691-024-00404-9","url":null,"abstract":"<div><p>Textile electrode is capable of measuring the myoelectric potentials of skeletal muscles such as electromyography (EMG), owing to their outstanding low weight, flexibility, breathability, and comfort properties. Nonetheless, textile surfaces often exhibit intermittent adhesion between the electrode surface and the skin, which can result in fluctuations in electrical resistivity due to the inherent characteristics of textiles. This study aimed to suggest the solutions to improve adhesive of textile electrode for the improvement of electrode performance with high quality signal by minimizing these intermittent contacts. For this, an adhesive intermediate, two different conductive materials, between the skin and the textile electrode was introduced to improve the instability skin contact, respectively. To assess the impact of various adhesive intermediates on knitted electrodes, two different types of adhesive intermediates were utilized: a conductive hydrogel-based adhesive intermediate and a conductive paste-based adhesive intermediate. Moreover, the durability of knitted electrodes with adhesive intermediate was evaluated by assessing the changes of signal quality during drying time for 180 min. As a results of sEMG measurement, it was confirmed that the sEMG signal was stably detecting by applying the adhesive intermediate. Both types of adhesive intermediate significantly increased the signal acquisition performance of knitted electrodes by more than threefold. After five washing cycle, the knitted electrodes with two types of adhesive intermediate maintained approximately 80% of their initial SNR values. Therefore, the use of the adhesive intermediate presented in this study not only improves the performance of the electrode but also ensures reusability.</p></div>","PeriodicalId":555,"journal":{"name":"Fashion and Textiles","volume":"11 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://fashionandtextiles.springeropen.com/counter/pdf/10.1186/s40691-024-00404-9","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142664471","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Multilayer textile-based concept for non-invasive biosensor platform 基于多层纺织品的无创生物传感器平台概念

IF 2.3 4区管理学

Fashion and Textiles Pub Date : 2024-11-11 DOI: 10.1186/s40691-024-00399-3

Asril Senoaji Soekoco, Ni Luh Wulan Septiani, Muhammad Iqbal, Irzaman, Widagdo Sri Nugroho, Febdian Rusydi, Nugraha, Brian Yuliarto

{"title":"Multilayer textile-based concept for non-invasive biosensor platform","authors":"Asril Senoaji Soekoco, Ni Luh Wulan Septiani, Muhammad Iqbal,  Irzaman, Widagdo Sri Nugroho, Febdian Rusydi,  Nugraha, Brian Yuliarto","doi":"10.1186/s40691-024-00399-3","DOIUrl":"10.1186/s40691-024-00399-3","url":null,"abstract":"<div><p>The surface area of the working electrode plays a crucial role in determining the sensor’s performance, especially in enzymatic sensors. Increasing the surface area of the working electrode has a significant impact on the sensor’s functionality. This research focused on developing textile-based sensors using a multi-layer concept, employing the direct coating method. Two different sensors which are multilayer textile-based sensor (MTBS) and single-layer textile-based sensor (STBS) were prepared, while commercial screen-printed carbon electrode (SPCE) was also used as a comparison. The measurements were carried out using potassium ferricyanide solutions with concentrations of 0.01 M, 0.02 M, 0.03 M, 0.04 M, and 0.05 M at a voltage of 1 V, with a maximum duration up to the end of the measurement and a time interval of 0.5 s. According to the research findings, the fluid spreading speed of the SPCE is the lowest when compared to the spreading speeds of the MTBS and STBS. Specifically, the fluid spreading speed of the SPCE is 4.3 times slower than that of the STBS and 51 times slower than that of the MTBS. Utilizing a multi-layer concept with specific coatings can lead to better-performing sensors in terms of stability and sensitivity. The MTBS exhibits the greatest sensitivity, as indicated by its linear equation slope of 717.230 µA µM<sup>−1</sup> cm<sup>−2</sup>.</p></div>","PeriodicalId":555,"journal":{"name":"Fashion and Textiles","volume":"11 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://fashionandtextiles.springeropen.com/counter/pdf/10.1186/s40691-024-00399-3","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142600601","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Color fastness and antimicrobial activity of Gardenia jasminoides extract against antimicrobial-resistant Staphylococcus aureus 栀子提取物的色牢度和抗耐药性金黄色葡萄球菌的抗菌活性

IF 2.3 4区管理学

Fashion and Textiles Pub Date : 2024-11-06 DOI: 10.1186/s40691-024-00403-w

Eunsook Kim, Jooyi Kang, Jinhee Lee, Nayoung Choi

{"title":"Color fastness and antimicrobial activity of Gardenia jasminoides extract against antimicrobial-resistant Staphylococcus aureus","authors":"Eunsook Kim, Jooyi Kang, Jinhee Lee, Nayoung Choi","doi":"10.1186/s40691-024-00403-w","DOIUrl":"10.1186/s40691-024-00403-w","url":null,"abstract":"<div><p>This study investigated the antimicrobial efficacies of fabrics (100% cotton and 100% silk) dyed with an ethanol extract of <i>Gardenia jasminoides</i> (<i>G. jasminoides</i>). More specifically, these fabrics were dyed using a <i>G. jasminoides</i> extract with a dye bath ratio of 1:20 at 40–60 °C for 60 min, followed by post-mordanting. The concentrations of the aluminum sulfate, copper sulfate, and ferrous sulfate mordants were each set to 3% (o.w.f.). The samples were mordanted using a mordant bath ratio of 1:30 at 40 °C for 20 min. The iron mordant slightly increased the dye uptake (K/S) of the cotton fabric but did not increase the dye uptake (K/S) of the silk fabric. The antimicrobial efficacies of the dyed fabrics against methicillin-resistant <i>Staphylococcus aureus</i> (MRSA) ATCC 33591 were determined to be 99.8 and 87.8% for the cotton and silk fabrics, respectively. The inhibitory effects of the cotton and silk fabrics against MRSA were 30.5 × and 167.3 × the inoculum size, respectively, indicating the superior inhibitory effect of the dyed cotton fabric. These results suggest that the fabrics dyed with <i>G. jasminoides</i> extract may possess antibacterial activity against antimicrobial-resistant bacteria.</p></div>","PeriodicalId":555,"journal":{"name":"Fashion and Textiles","volume":"11 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://fashionandtextiles.springeropen.com/counter/pdf/10.1186/s40691-024-00403-w","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142587797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Analysis of fabric movement and dust removal performance due to twist motion in a clothing care system 分析衣物护理系统中因扭转运动而产生的织物运动和除尘性能

IF 2.3 4区管理学

Fashion and Textiles Pub Date : 2024-10-08 DOI: 10.1186/s40691-024-00400-z

Hyojeong Kim, Dongju Yu, Hyeonhui Jeong, Sang Wook Lee, Changsang Yun

{"title":"Analysis of fabric movement and dust removal performance due to twist motion in a clothing care system","authors":"Hyojeong Kim, Dongju Yu, Hyeonhui Jeong, Sang Wook Lee, Changsang Yun","doi":"10.1186/s40691-024-00400-z","DOIUrl":"10.1186/s40691-024-00400-z","url":null,"abstract":"<div><p>This study aims to explore effective dust removal methods for the improvement of clothing care systems by analyzing the fabric movement caused by the twist motion and examining its influence on dust removal performance. The finite element method simulation was used to model the tension at different vertical and horizontal positions of the fabric as a spring array, to calculate the fabric movements at each position over time when a twisting force was applied and enable comparison with experiments. When observing the fabric movement due to the twist motion with actual fabrics, silk showed the greatest movement, followed by cotton and linen. Cotton experienced decreasing force from the top to the bottom, with increased amplitude at the bottom due to fluttering caused by the bottom not being fixed. When examining the fabric movement according to the velocity, slower velocity did not effectively transmit twist force to the bottom, while faster velocity resulted in more small movements. The analysis revealed that greater force at faster velocity led to better dust removal performance. Therefore, for efficient dust removal, the force transmitted to the fabric should be increased. Most dust is removed within the first 10 min, so exerting a strong force for a short duration is important.</p></div>","PeriodicalId":555,"journal":{"name":"Fashion and Textiles","volume":"11 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://fashionandtextiles.springeropen.com/counter/pdf/10.1186/s40691-024-00400-z","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142397563","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Analysis of plantar pressure of midsole prepared by 3d printed biomimetic structures with different densities 不同密度 3D 打印仿生结构制备的中底足底压力分析

IF 2.3 4区管理学

Fashion and Textiles Pub Date : 2024-09-30 DOI: 10.1186/s40691-024-00402-x

Jing Li, Imjoo Jung, Sunhee Lee

{"title":"Analysis of plantar pressure of midsole prepared by 3d printed biomimetic structures with different densities","authors":"Jing Li, Imjoo Jung, Sunhee Lee","doi":"10.1186/s40691-024-00402-x","DOIUrl":"10.1186/s40691-024-00402-x","url":null,"abstract":"<div><p>This study investigates the impact of 3D printed midsoles with biomimetic structures of varying densities on plantar pressure during static and dynamic motions. The midsoles were designed with three densities of Tyson polygon (TS) structures: 1TS, 2TS, and 3TS. Plantar pressure tests were conducted on midsoles during static and dynamic motions such as walking, running, and jumping. The data were analyzed based on hypotheses related to samples, motions, and 10 plantar pressure zones. As results, for static motion, all midsoles improved pressure distribution and reduced peak pressure compared to barefoot conditions, with 1TS being the most effective. During dynamic motions, 1TS and 2TS effectively distributed plantar pressure in the midfoot and heel areas, while 3TS provided better support and stability during high-intensity activities like jumping. Statistical analysis revealed that 1TS offered comfort and flexibility but lacked support, 2TS balanced support and cushioning, and 3TS provided superior support and stability but reduced elasticity during jumps. In dynamic motions, 1TS excelled in walking, and 2TS performed best in high-intensity activities such as running and jumping. In the meta areas (M2 and M3), 1TS reduced pressure by over 30% during walking and nearly 40% during running, while 3TS showed similar reductions during jumping, with BF showing higher pressures compared to running. Thus, this study highlights the effectiveness of 1TS and 2TS in reducing pressure in the meta and midfoot areas, emphasizing the importance of selecting the right midsole density for optimal comfort and performance across different activities.</p></div>","PeriodicalId":555,"journal":{"name":"Fashion and Textiles","volume":"11 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://fashionandtextiles.springeropen.com/counter/pdf/10.1186/s40691-024-00402-x","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142329424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Reinforcement structure design and matrix model establishment of tubular 3D weaving based on ordinary loom 基于普通织机的管状三维织造的加固结构设计和矩阵模型建立

IF 2.3 4区管理学

Fashion and Textiles Pub Date : 2024-09-27 DOI: 10.1186/s40691-024-00401-y

Xu Wang, Shaocong Li, Duowen Xiang

{"title":"Reinforcement structure design and matrix model establishment of tubular 3D weaving based on ordinary loom","authors":"Xu Wang, Shaocong Li, Duowen Xiang","doi":"10.1186/s40691-024-00401-y","DOIUrl":"10.1186/s40691-024-00401-y","url":null,"abstract":"<div><p>In order to optimize the design of three-dimensional tubular woven (3DTW), a design method and matrix model of 3DTW were proposed based on normal loom, where 3D woven was used as tube wall and the weaving method of tubular fabric was applied. Herein, 3D woven was used as the tube wall to obtain the face weave diagram, and the back weave diagram was subsequently obtained by the “negative flip” method. According to the method of layering weaving, the structure diagram of 3DTW could be determined. In order to obtain back weave matrix, the elements in the face weave matrix were replaced and reordered by MATLAB function, and Kronecker product operation was used to achieve the proportional embedding of the face and the back weave matrix and the assignment of the face warp by lifting point elements when weaving the back weft. Finally, the weave matrix of 3DTW was obtained. The proposed design method and matrix model can improve the design efficiency and reduce weaving cost of 3DTW, which could provide a reference for the design and preparation of 3DTW.</p></div>","PeriodicalId":555,"journal":{"name":"Fashion and Textiles","volume":"11 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://fashionandtextiles.springeropen.com/counter/pdf/10.1186/s40691-024-00401-y","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142328435","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Relationships between morphological factors and heat extraction from the upper arm using liquid cooling garment 形态因素与使用液体冷却服装从上臂提取热量之间的关系

IF 2.3 4区管理学

Fashion and Textiles Pub Date : 2024-09-26 DOI: 10.1186/s40691-024-00396-6

Maria Stenkina, Ga-Young Lim, Yujean Ghim, Hyun-Soo Kim, Joo-Young Lee

{"title":"Relationships between morphological factors and heat extraction from the upper arm using liquid cooling garment","authors":"Maria Stenkina, Ga-Young Lim, Yujean Ghim, Hyun-Soo Kim, Joo-Young Lee","doi":"10.1186/s40691-024-00396-6","DOIUrl":"10.1186/s40691-024-00396-6","url":null,"abstract":"<div><p>Astronauts wear liquid perfused garments inside their outer spacesuits for regulating body temperature. The present study explored relationships between local heat production from the upper arm and body morphology while wearing liquid perfused sleeve. Heat extraction from the upper arm of 19 subjects (8 males and 11 females) during three different exercise modes (running at 6–8 km∙h<sup>−1</sup>, cycling at 40–55 W, and arm ergometer at 10–20 W) and rest has been investigated. The total body fat (27.5 ± 7.2%), body mass index (24.4 ± 2.7 kg·m<sup>−2</sup>), arm surface area (589 ± 90 cm<sup>2</sup>), and arm volume (1300 ± 300 mL) were considered as covariates. Subjects wore a liquid perfused sleeve over the upper arm (left) with the water inlet temperature of 24.0 ± 0.3 °C and the heat extraction was calculated using the water flow rate and temperature differences. Heat extraction from the upper arm showed no significant differences among the three exercises. During cycling, there was a negative relationship between heat extraction and total body fat (r = − 0.527, <i>P</i> < 0.05). Heat extraction was more related to the arm volume (<i>P</i> < 0.05) than the surface area of the upper arm, which was significant only for the male group in the cycling mode. For the female group, heat extraction was related to upper arm temperature in the cycling and arm exercise modes (for both exercises <i>P</i> < 0.05). These results can be applied to improve liquid cooling garments for astronauts, considering their body morphology and sex.</p></div>","PeriodicalId":555,"journal":{"name":"Fashion and Textiles","volume":"11 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://fashionandtextiles.springeropen.com/counter/pdf/10.1186/s40691-024-00396-6","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142320569","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Fit models’ roles in identifying fit issues in the apparel technical design process and implications for improving 3D virtual fitting 试衣模型在服装技术设计过程中识别合身问题的作用以及对改进 3D 虚拟试衣的影响

IF 2.3 4区管理学

Fashion and Textiles Pub Date : 2024-09-19 DOI: 10.1186/s40691-024-00398-4

Yoon Yang, Fatma Baytar

{"title":"Fit models’ roles in identifying fit issues in the apparel technical design process and implications for improving 3D virtual fitting","authors":"Yoon Yang, Fatma Baytar","doi":"10.1186/s40691-024-00398-4","DOIUrl":"10.1186/s40691-024-00398-4","url":null,"abstract":"<div><p>Fit sessions are essential in making well-fitted clothing. During these sessions, apparel fit is determined iteratively by a team of designers, technical designers, fit models, and merchandisers. With the advent of the digitalization of new product development processes in the fashion industry, fit sessions have been seen as a bottleneck for they are still held in person. However, the process is currently still irreplaceable, and what makes the feedback provided by fit models important is an area that has never been tapped. Therefore, the present study aimed to understand fit models’ role in fit sessions as well as how they assess the fit of garments and deliver their feedback. On-site observation during fit sessions and individual interviews with fit models were conducted. It was found that fit models gave comfort, fit, and tactile comments by testing garments while standing and moving between several postures. They had knowledge that overlapped with those of technical designers and designers and this empowerment enabled them to take part in the decision-making process in fit sessions. It also was found that fit models’ feedback on garments was essential as they were the first people to try on the garments and present the customers’ points of view.</p></div>","PeriodicalId":555,"journal":{"name":"Fashion and Textiles","volume":"11 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://fashionandtextiles.springeropen.com/counter/pdf/10.1186/s40691-024-00398-4","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142247571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Ergonomic glove pattern drafting method for hand assistive devices: considering 3D hand dimensions and finger mobility 手部辅助设备的人体工学手套图案绘制方法：考虑三维手部尺寸和手指活动性

IF 2.3 4区管理学

Fashion and Textiles Pub Date : 2024-09-11 DOI: 10.1186/s40691-024-00397-5

Soo-Min Lee, Juyeon Park

{"title":"Ergonomic glove pattern drafting method for hand assistive devices: considering 3D hand dimensions and finger mobility","authors":"Soo-Min Lee, Juyeon Park","doi":"10.1186/s40691-024-00397-5","DOIUrl":"10.1186/s40691-024-00397-5","url":null,"abstract":"<div><p>Recently, interest has surged in glove-type assistive devices for relieving hand muscle stiffness caused by brain lesions. This study aims to develop an ergonomic method for drafting glove patterns intended for hand-assistive devices. To facilitate pattern development, we acquired three-dimensional (3D) scan data from the four hemiplegic patients while their hands were in a relaxed posture, which was subsequently transformed into two-dimensional (2D) data. Based on the 3D shape data, we analyzed the finger joint range of motion (ROM) and change ratio of skin surface length resulting from flexion and extension movements of the paralyzed hand. Incisions were strategically applied to regions displaying significant variations in these parameters. These flattened 2D patterns were then integrated into revised pattern blocks to enhance the shading data related to the 3D shape, resulting in the development of four glove patterns. We found that gloves prototyped using this innovative pattern-drafting method did not impede joint ROM when worn. Changes in clothing pressure inside the glove at the joints corresponded to the bending angles of the fingers, and the pressure did not exceed the discomfort threshold during hand flexion and extension movements. Importantly, participants provided positive subjective feedback concerning the comfort of the gloves. Our findings yield fundamental data for developing a foundational glove design for hand-assisted devices for patients with paralysis, achieved through the utilization of this novel ergonomic glove pattern-drafting method.</p></div>","PeriodicalId":555,"journal":{"name":"Fashion and Textiles","volume":"11 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://fashionandtextiles.springeropen.com/counter/pdf/10.1186/s40691-024-00397-5","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142165152","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Diffusion of fashion trend information: a study on fashion image mining from various sources 时尚潮流信息的传播：关于从各种来源挖掘时尚图像的研究

IF 2.3 4区管理学

Fashion and Textiles Pub Date : 2024-08-16 DOI: 10.1186/s40691-024-00394-8

Woojin Choi, Yuri Lee, Seyoon Jang

{"title":"Diffusion of fashion trend information: a study on fashion image mining from various sources","authors":"Woojin Choi, Yuri Lee, Seyoon Jang","doi":"10.1186/s40691-024-00394-8","DOIUrl":"10.1186/s40691-024-00394-8","url":null,"abstract":"<div><p>The advancement in the internet and mobile technologies has substantially altered information diffusion in modern society, creating a diverse environment for generating and sharing various forms of information. Specifically, the emergence of new information sources, such as influencers and online communities, has significantly influenced the formation of consumer opinion. We highlight the changes that have occurred in the diffusion of fashion trend information. To do this, we conducted data mining, which involved three main steps: data preprocessing, specifically converting image data (including images from the 2022 F/W season runway collection, fashion influencer outfits, and best items from online fashion retailers) into textual data; data mining analysis (quantitative analysis); and data post-processing. As a result, we found that even items with low or no appearance on the runway held significance in the best item data or fashion influencer outfits. Specifically, the best items on online fashion retailers, reflecting popular fashion trends, had greater similarity to fashion influencer outfits. However, similarities in silhouette attributes were found among runway collections, fashion influencer outfits, and best items data. This study holds great significance because it focuses on fashion items genuinely consumed by the mainstream consumers rather than only focusing on the four major runway collections. Furthermore, these findings offer valuable insights for merchandising and trend forecasting, emphasizing the importance of selectively utilizing fashion trend information in the planning of fashion products.</p></div>","PeriodicalId":555,"journal":{"name":"Fashion and Textiles","volume":"11 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://fashionandtextiles.springeropen.com/counter/pdf/10.1186/s40691-024-00394-8","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141994037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0