• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2022년도 춘계학술대회
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• pp.2-5
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• 2022

딥러닝의 등장과 ICT(Information and Communication Technology)의 급속한 발전으로 정치, 경제, 문화 등 사회의 다양한 분야에서 인공지능을 활용한 연구가 활발히 진행되고 있다. 딥러닝 기반 인공지능 기술은 자연어 처리, 영상 처리, 음성 처리, 추천 시스템 등 다양한 영역으로 세분화된다. 특히, 산업이 고도화됨에 따라 시장 동향 및 개인의 특성을 분석하여 소비자에게 추천하는 추천 시스템의 필요성이 점점 더 요구되고 있다. 이러한 기술 발전에 발맞추어, 본 논문에서는 딥러닝 기반 '언어처리지능' 과 '영상처리지능'의 기술개발을 통해 정형 또는 비정형 텍스트 및 이미지 빅데이터로부터 속성 정보를 추출 추출하고, 분류하여 패션시장의 트랜드나 신규소재 등을 분석하고 소비자의 취향 분석을 통하여 '시장-소비자' 인사이트를 발굴하여, 스타일 추천, 가상 피팅, 및 디자인지원 등이 가능한 인공지능 기반 '맞춤형 패션 어드바이저' 서비스 통합 시스템을 제안한다.

• 복식문화연구
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• 제31권5호
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• pp.651-668
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• 2023

This study aims to help companies with efficient investment and marketing strategies by empirically verifying the impact on satisfaction and purchase intention for artificial intelligence-based digital technology supported shopping assistants introduced in e-commerce. Frequency, factor, SEM, and multiple group analysises were conducted using SPSS 26.0 and Amos 26.0. As a result, first, motivated consumer innovativeness elements of AI shopping assistant were derived into a total of four categories: functional, hedonic, rational, and reliable. Second, in the order of hedonic and rational, satisfaction with the AI shopping assistant was significantly affected, and in the order of rational and functional, purchase intention was significantly affected. The satisfaction with the AI shopping assistant did not affect the purchase intention. Third, in the case of hedonic, the AI-preferred group had a more significant effect on satisfaction than the human-preferred group, and in the case of rational, there was no difference by group in purchase intention. Thus, it was found that consumers prefer AI shopping helpers for e-commerce because they can shop reasonably and are functionally convenient. Therefore, when introducing AI shopping assistants, it is essential to include content that can compare and analyze fundamental information, such as product prices, as well as search functions and payment system compatibility that facilitate shopping.

• Journal of Information Technology Applications and Management
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• 제18권2호
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• pp.1-21
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• 2011

In this era of convergence, which is characterized by the integration and combination of technology and industries, broadcasting and communications, offline and online, and devices and services, the content industry is also experiencing rapid changes including inter-genre exchange, the creation of new industries, and customized demand. Specifically, IT-based digital content industries such as the online game, e-book, mobile contents and web portal industries are no longer restricted to the boundaries of video, music and games but are being expanded into the realms of education, medicine, fashion and sports thanks to CT innovation of 3D, CG, AR/VR, VFX, etc. As such, various countries have come to recognize the convergent content industry as a new growth engine that will pick up where the IT industry left off, and are forming policies for its development accordingly. This research aims to optimize the system of content taxonomy which is currently genre-focused and unable to support technological development and convergence, and to discover and select star contents to be rigorously developed with governmental support. In this paper, 20 star contents in 8 areas were selected, and these are expected to create tremendous cultural and economic value through ongoing technological and industrial development.

• 한국감성과학회:학술대회논문집
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• 한국감성과학회 2003년도 추계학술대회 논문집
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• pp.1331-1339
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• 2003

본 연구에서는 대량 맞춤화(Mass Customization)에 적절한 의류 제품 디자인 프로세스를 연구하기 위하여, 맞춤화 정도를 달리한 두 가지의 디자인 프로세스 모형을 제안하고 이를 종래의 대량 생산형 디자인 프로세스와 비교 고찰함으로써 보다 효과적인 디자인 프로세스의 방향을 모색하였다. 대량 맞춤화형 제품에 대한 선호도가 높은 집단이 전체 응답자의 과반수 이상을 차지하였으며 맞춤화가 가장 심화된 디자인 프로세스 모형에서의 디자인 만족도가 높았으므로, 의류 제품에 있어 대량 맞춤화형 디자인 프로세스에 대한 소비자 수용 가능성이 있는 것으로 사료되었다. 또한 전체 응답자를 대상으로 하여 디자인 요소별 선호도를 분석해 본 결과, 대량 맞춤화형 디자인 프로세스에서 색채가 중요한 요인으로 분석되어 소비자에게 색채를 선택할 수 있는 기회를 주는 것이 중요함을 알 수 있었다. 연구집단으로 선정한 '대량 맞춤화형 제품에 대한 선호도가 높은 집단'의 경우 전체 응답자 집단에 비하여 소재 변수를 의미 있게 평가하는 것으로 나타났다. 또한 전체 응답자 집단과 연구집단의 경우 모두 스타일이 가장 중요하며 통계적으로 의미 있는 영향을 미치는 디자인 요소인 것으로 나타났다. 결론적으로 본 연구를 통하여 소비자의 요구를 반영할 수 있는 대량 맞춤화형 의류 제품의 수용 가능성과 이에 적합한 의류 제품 디자인 프로세스의 방향을 모색해 볼 수 있었다.

• Safety and Health at Work
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• 제1권1호
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• pp.29-36
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• 2010

This article describes a systematic roadmap master plan for advanced industrial safety and health policy in Korea, with an emphasis on. Since Korean industries had first emergence of industrial safety and health policy in 1953, enormous efforts have been made on upgrading the relevant laws in order to reflect real situation of industrial work environment in accordance with rapid changes of Korean and global business over three decades. Nevertheless, current policy has major defects; too much techniques-based articles, diverged contents in less organization, combined enforcement and punishments and finally enforcing regulations full of commands and control. These deficiencies have make it difficult to accommodate changes of social, industrial and employment environment in customized fashion. The approach to the solution must be generic at the level of paradigm-shift rather than local modifications and enhancement. The basic idea is to establish a new system integrated with a risk assessment scheme, which encourages employers to apply to their work environment under comprehensive responsibility. The risk assessment scheme is designed to enable to inspect employers' compliances afterwards. A project comprises four yearly phases based on applying zones; initially designating and operating a specified risk zone, gradually expanding the special zones during a period of 3 years (2010-2012) and the final zone expanded to entire nation. In each phase, the intermediate version of the system is updated through a process of precise and unbiased validation in terms of its operability, feasibility and sustainability with building relevant infrastructures as needed.

• 디지털융복합연구
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• 제17권9호
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• pp.375-381
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• 2019

최근 추천 시스템은 패션, 동영상, 음악 등을 중심으로 맞춤형 추천 서비스가 제공되어 사용자들의 관심을 모으고 있다. 그러나 이러한 서비스들은 실시간으로 발생하는 상황 정보를 사용하지 않아 여러 상황에 따른 적합한 서비스를 사용자에게 제공하기가 어렵다. 또한 적용되는 상황 정보가 차원을 확장시킬 경우, 데이터 희소성(Data Sparsity)을 증가시켜 사용자들에게 적합한 음악들을 추천할 수 없는 문제가 발생한다. 본 연구에서는 이러한 문제점을 해소시키기 위해 연관규칙(Association Rules)을 적용하여 사용자의 현재 위치 정보와 시간 정보에 대한 관계성 및 규칙들을 이용하여 실시간 상황에서 적합한 음악을 추천하는 시스템을 제안하였다. 수집된 상황 정보를 바탕으로 5-fold Cross Validation을 진행하여 위치와 시간 정보에 따른 추천 시스템의 정확도를 측정하였다. 그 결과 상황 정보가 누적됨에 따라 추천 시스템의 정확도가 향상되는 것을 확인할 수 있었다.

• 복식문화연구
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• 제27권5호
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• pp.512-523
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• 2019

Contemporary University students are considered the Z generation who were born after 1995. They are more tech savvy than millennials. To target the generation, traditional class management platforms have evolved to smart LMS that is more customized and accessible for smart devices. Global level information search and collaboration can also be implemented using such smart LMS. However, switching from one LMS to another LMS requires great effort from teachers and support from staffs. This study measured the learners' perception of the system when they were exposed to a new smart-LMS. Blackboard Learn Ultra was used for 15 weeks and at the end of the semester, a questionnaire was administered to the students of these classes. Results indicated that experience with previous LMS discouraged students from adopting Blackboard Learn. Result of TAM modeling indicated that perceived usefulness, compared to perceived ease of use and attitude, was an effective aspect to bring positive acceptance of the system. A qualitative approach and network analysis were also conducted based on students' responses. Both positive and negative responses were detected. Inconvenience due to mechanical aspects was mentioned. Dissatisfaction compared to previous local LMS use was also mentioned. Mobile application and communication effectiveness were positive aspects. Revised course development and promoting how useful the system may help enhance the acceptance of the new system.

• 한국응용과학기술학회지
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• 제38권6호
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• pp.1643-1653
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• 2021

본 연구는 뷰티라이프스타일이 중년여성의 삶의 질에 미치는 영향에 대하여 알아보는 것이다. 본 연구를 위하여 서울, 경기, 광주, 세종, 대전에 거주하는 35세-65세의 중년여성 417명을 대상으로 2021년 2월 27일부터 2021년 3월 14일까지 실시하였다. 연구의 결과로 중년여성의 뷰티라이프스타일에 따른 삶의 질의 상관관계는 과시추구형, 외모추구형, 실용추구형, 유행추구형순으로 정의 상관관계가 나타났다. 또한 중년여성의 삶의 질에는 뷰티라이프스타일의 실용추구형과 과시추구형이 영향을 미치는 것으로 나타났다. 따라서 중년여성의 삶의 질에 매우 긍정적인 영향을 줄 수 있는 실용추구형과 과시추구형을 위한 경제성과 고급화를 추구하는 양가적 관점에 기인한 맞춤형 커뮤니케이션의 정보와 뷰티제품의 마케팅 전략이 필요하다고 사료된다.

• 한국경제지리학회지
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• 제4권2호
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• pp.79-96
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• 2001

일반적으로 클러스터는 첨단기술의 제조업, 특히 IT기반 산업이나 수직적으로 통합된 장인산업 등으로 이루어지며, 대개 벤처자본과 엔젤자몬 등과 함께 다양한 정부의 지원과 사업 인프라를 통해 이르게 성장하는 특성을 보인다. 대부분의 클러스터연구는 이러한 지식기반산업의 군집과 혁신의 특성을 연구한다. 이 연구는 서울 중심부에서 발달한 새로운 형태의 산업클러스터의 특성을 분석한다. 서울의 전형적인 도심주변부로서 지역의 쇠퇴와 교통 혼잡, 환경문제가 심각한 청계천로상의 전문상가로는 지식기반산업이 아니라 의류와 패션산업의 군집으로 인해 가장 역동적이고 혁신적인 지역으로 변모하고 있다. 이러한 새로운 형태의 산업클러스터의 특성과 사회적 자본의 형성에 대한 연구는 클러스터이론과 내분도시의 변화에 대해 새로운 시각을 제시할 수 있을 것이다. 이 글에서 먼저 청계천로 전문상가로의 성장에 대해 간략히 고찰한 후, 새로운 형태의 클러스터의 제도적, 공간적 특성을 살펴본다. 또한 생산-분배-판매-장소소비 등이 한 곳에서 이루어지는 청계천 클러스터의 핵심 구성요소들의 발달과정을, 지역적 네트워킹, 사회적 자본, 제도화, 장소성에 기반한 사회 문화경제적 기제 등의 개념으로 설명한다. 마지막으로 서울의 새로운 산업 클러스터 발전에 대한 전망과 향후 연구과제를 제시한다.

• 패션비즈니스
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• 제6권2호
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• pp.1-16
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• 2002

The need for ready-to-wear clothing increases as the problem comes to arise from the fit of custommade clothing due to the characteristics of middle-aged women's somatotype. At this point of time, a study on the realities of production of custom-made clothing in middle-aged women's clothing business firms is of very greatly significance. Therefore, this study was intended to identify the problem and improvements through the survey research of production of custom-made clothing in middle-aged women's clothing business firms and further present the plan for development of custom-made clothing business. The questionnaire was framed based on the contents extracted from the preliminary questionnaire research for the pattern section chief of each business firm. Collected data were statistically processed using the SPSS 10.0 Windows program. As a result, the following findings were obtained: 1. The target age of the middle-aged women's clothing business firms ranged from more than 45 years to less than 50 years of age. Clothing business firms much made inroads into the ready-to-wear clothing market largely in the 1980s and the 1990s. Their active entry into the custom-made clothing market occurred in the 1970s and the 1980s. 2. In terms of the clothing production method of middle-aged women's clothing firms, some private boutique and designer brand clothing firms entered the clothing market with a focus on custom-made clothing in the beginning of its organization and introduced the production method of ready-to-wear clothing in accordance with changes in production methods and consumers' needs and wants. National brand clothing firms manufactured clothing with a focus on ready-to-wear clothing from the beginning of its organization, but at last they manufactured both partial custom-made and whole custom-made as the problem arose from ready-to-wear clothing. Seeing that their clothing production showed the ratio readyto-wear to custom-made clothing of 2.58:1. And it was found that the manufacture of ready-to-wear and custom-made clothing took into consideration the great difference in the pattern, size and design plan. The research of the clothing production process showed that whole custom-made and partial custommade were distinguished according to whether or not the sample was presented. 3. The ready-to-wear pattern of middle-aged women's clothing firms were used with a focus on the 'patternmaker-developed pattern' and company-developed pattern'. Most clothing businesses produced clothing in 4 to 5 basic sizes, which is found to be insufficient to complement the physical characteristics of middle-aged women with many specific somatotypes. In the pattern of custom-made clothing, the 'pattern of ready-to-wear were applied' or the 'customized pattern was developed'. Actual measurements were most used as the size of custom-made, and accordingly it is predicted that the level of satisfaction is higher with the fit of custom-made clothing than that of ready-to-wear. The selling place and the head office showed the similar percent as the place for measuring the size of custom-made clothing. Size measurers were mostly the shop master. And it was found that most clothing business firms had a problem when the measured size was applied to the pattern. Accordingly, it is necessary to provide education on size measurement for shop masters. 4. It was found that in the middle-aged women's clothing firms, the pattern correction of the length of sleeve, jacket and slacks occupied the highest percent. Accordingly, it is necessary to provide for the size system to complement the accurate somatotype characteristics of middle-aged women. 5. In custom-made clothing customer management, most firms engaged in customer somatotype management through size management. They provided customers with commodity information by informing them of the sales and event period and practiced human management for customers by maintaining the get-together and friendly relationship. 6. Middle-aged women's clothing businesses responded that it would be necessary to improve the fit of custom-made clothing and complement their pursuit for individuality as the plan to improve its quality. In consequence, it suggests that middle-aged women's clothing businesses should provide middle-aged women with the clothing of better-suited size and refined design. Middle-aged women's clothing businesses responded that it was the most urgent task to form the custom-made clothing manufacturing team as the plan to expand the custom-made clothing market, which is identified as their emphasis on the systematized production of custom-made clothing.