• Journal of the Korea Convergence Society
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• v.12 no.11
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• pp.27-33
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• 2021

With increasing interest in key areas of the 4th industrial revolution such as artificial intelligence, deep learning and big data, scientific approaches have developed in order to overcome the limitations of traditional decision-making methodologies. These scientific techniques are mainly used to predict the direction of financial products. In this study, the factors of apartment prices, which are of high social interest, were analyzed through SOM. For this analysis, we extracted the real prices of the apartments and selected a total of 16 input variables that would affect these prices. The data period was set from 1986 to 2021. As a result of examining the characteristics of the variables during the rising and faltering periods of the apartment prices, it was found that the statistical tendencies of the input variables of the rising and the faltering periods were clearly distinguishable. I hope this study will help us analyze the status of the real estate market and study future predictions through image learning.

• Journal of Communication Design
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• v.66
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• pp.90-101
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• 2019

South Korea had a hard time creating its own image of a nation that formed its identity due to 6.25, Japanese-style rule, division of South and North Korea, and military dictatorship. Recently, Korea has been searching and spreading its identity by creating a Korean wave such as various events and K-POPs. However, since there are still no images and cultural products representing Korea's identity, it is necessary to develop design contents related to native culture and professional cultural product design. Design powers such as France and Japan focus on design projects that can add value to their national design policy projects. Traditional Korean contents also need to be specialized and continuous in image design and research. In this study, five lucky-SubokGangnYeon(long life, happiness and peace), a representative of Korean culture, studied with the most interest in the old and the modern, namely, "Living healthy long." Through the development of cultural product design and the use of design content, I would look forward to presenting the diversity and direction in producing Korea's own design products and images that fit the trend of modern 'age of 100.' Based on images based on special exhibitions related to longevity of the National Folk Museum of Korea, the museum discovers key used features and meanings, studies patterns and patterns, and analyzes design cases applied to modern cultural product design. We also want to look at the direction available through design content, which is a symbol of llong life happiness and peace. First, cultural products have limitations that lack the development of design products, lack of public relations and sales outlets, and lack of awareness of traditional culture, which should precede policy support and awareness reform at the national level. Second, we need to streamline prices that meet the needs of the market. Third, cultural product design and contents related to tradition can be settled and disseminated more easily when traditional design is utilized and distributed mainly on practical stationery and household goods. Fourth, it is necessary to develop contents of various Korean images based on research on Korean cultural history and aesthetic consciousness. Research on the Korean culture of designers should be conducted, not just in the form of figurative images. Fifth, traditional manufacturing methods and materials should be respected by modern times, but modern production products should be developed with economy and durability.

• Proceedings of the Korea Technology Innovation Society Conference
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• 2017.11a
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• pp.969-988
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• 2017

4차 산업혁명에 대한 국가적 관심이 높아짐에 따라 ICT산업 분야의 연구개발(R&D)는 앞으로의 국가 성장에 핵심적인 역할을 할 가능성이 크다. 우리나라의 경우도 빠르게 변화하는 ICT 산업에 대응하기 위해, 국가차원에서는 중장기 전략을 수립하고 있으며, 민간차원에서는 관련 인력풀(pool)을 늘리는 등 다각화된 대처를 하고 있다. 하지만 미국과 중국 등 선진국들의 기술수준과 가격 경쟁력을 결코 무시할 수 없어, 우리나라의 ICT산업은 낙관할 수만은 없는 상황이다. 그러므로 지금은 오히려 우리나라 ICT산업에 대한 명확한 진단을 통해 효율적이고 효과적으로 기술기회와 R&D기회를 발굴하는 것이 보다 실효성 있는 정책 수립에 도움을 줄 수 있다. 본 논문에서는 한국과학기술정보연구원(KISTI)에서 개발한 교역활동 프로파일 분석 시스템을 통해 ICT산업에 관련된 상품들 전체를 거시적인 관점에서 확인함으로써 우리나라의 ICT산업 전반을 진단하고 분석하고자 한다. 이로 인해, 증거기반(evidence-based)의 과학적인 방법으로 연구개발 기회를 파악하여 효율적이고 효과적인 정책수립에 기여하고자 한다.

• Journal of Korean Home Economics Education Association
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• v.23 no.2
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• pp.1-16
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• 2011

This study investigates the relationship between the purchasing behavior for hair-care products and the attitude toward hair-care products by adolescents. A total of 412 middle and high school students located in Seoul and Gyunggi-do province participated in this research. SPSS 12.0 for Windows Program was utilized for statistical analysis. As a result, the hair concerns and the satisfaction of adolescents as well as their attitudes towards hair-care products were significantly affected by gender, school level, and educational experiences. Female high school students with some degree of educational experiences had a more rational and brand-oriented attitude. Students having a higher rational and brand-oriented attitude bought hair-care products in regards to the quality of the product and environmental impact. On the other hand, those having a conspicuous and fashion pursuit attitude showed an image and fashion concern purchasing behavior. Adolescents usually purchased styling and dyeing products at a cosmetic specialty store and hair-care cleaning products from a discount store. They obtained the information about hair-care products from relatives, personal experiences, and TV advertisements.

• The Journal of the Korea Contents Association
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• v.22 no.10
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• pp.252-260
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• 2022

The government is emphasizing for a National Food Plan with the aim of establishing a system that can supply healthy and high-quality food to the people. Since consumers' interest and participation are important in vitalizing local food plans, comparative studies on consumer perceptions of food plans are needed. Accordingly, the purpose of the study is to enhance consumers' awareness and understanding of food plans, and to investigate and analyze their perceptions of agriculture and rural areas, and agricultural food consumption behavior according to the level of consumer awareness. As a result of the analysis, consumers were classified into three groups based on the food plan-related awareness score. In terms of marital status unmarried people had a high proportion in the lower group, and married people had a high proportion in the upper group. The higher the perception of food plans, the higher the perception of the importance of eco-friendly or animal welfare foods and the importance of brands when purchasing agricultural and livestock products. The higher the awareness of food plans, the higher the interest of all aspects of food plans. In this study, it can be seen that there were differences in demographic characteristics according to the food plan recognition level groups, in awareness of food plan-related agriculture, and agricultural food product consumption behavior.

• Journal of Information Technology and Architecture
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• v.10 no.1
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• pp.63-70
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• 2013

This paper deals with the trend analysis and the patent prior-art for wireless rechargeable technology. By this technological analysis, the corresponding service applications and the strategy upon the mobile smart phone regarding the design UX/UI and several wireless rechargeable technology have been derived. The market outlook on the wireless rechargeable technology grows rapidly so that the market size is increased about six times bigger than that of the last year, and it will grow about 18 billion dollars in 2014. Because of that, as the interest on this area outfocused, many kinds of technology and new product are being exploited in this field. So the technological guidance and the patent map for the wireless rechargeable technology will highly expected. Especially due to our analysis, research and development about service application of this technology is one of the most promising areas, and several technological suggestions are represented which include the patentability and invalidation, right strategy and licensing policy, and battery sharing with extended durability, etc.

• Journal of Digital Convergence
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• v.15 no.9
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• pp.211-221
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• 2017

The semiconductor industry develops and maintains software embedded in computer-controlled tools and facilities, to process and manufacture high-tech products. Upgrading embedded softwares for semiconductor processing robots and machinery is one of the basic activities that must be performed in order to maintain product quality and integrity. Maintenance and enhancement of embedded software consume a major portion of the total life cycle cost of a system. However, the area has been given little attention in the literature. 502 maintenance and enhancement cases, related to embedded softwares in wafer processing machines, were selected at random for analysis. Practical implications are also discussed.

• 한국벤처창업학회:학술대회논문집
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• 2019.04a
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• pp.125-129
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• 2019

최근 세계경제의 중장기적 불황과 성장률의 하락을 경험하고 있는 가운데, 새로운 상품이나 서비스를 탄생시키고 생산방식의 변화와 혁신을 통해 조직의 지속가능성을 높이는 조직구조에 대한 관심이 날로 높아지고 있다. 이러한 분위기에서 중소벤처기업의 성장은 국가경제에 미치는 영향이 매우 크다는 것을 모두 공감하고 있으며, 이러한 중소벤처기업이 기업의 성과를 높이고 그러한 성과를 지속할 수 있도록 구성원들의 학습역량을 높이기 위한 다양한 노력들이 지속되고 있다. 본 연구의 목적 역시 벤처기업 CEO의 기업가정신과 리더십이 학습민첩성과 어떠한 상관관계를 가지고 있는가를 조사하고 탐험과 활용을 하는 양손잡이 조직구조가 매개역할을 하는지에 대해 분석 하는데 있다. 본 연구에서는 벤처기업 CEO의 기업가정신과 리더십이 조직구성원의 학습민첩성에 미치는 영향에 관한 연구를 양손잡이 조직구조의 매개효과를 중심으로 진행하였다. 따라서 본 연구에서는 CEO의 기업가정신과 리더십이 벤처기업의 양손잡이 구조를 증진하고, 증진된 양손잡이 구조가 학습민첩성에 영향을 미칠 것이라는 인과적 경로를 검증하고자 한다. 불확실한 환경 하에서 조직의 지속적인 성장과 생존을 위해 새로운 변화에 빠르게 대응할 수 있는, 그리고 조직 내의 핵심 역량으로 요구되고 있는 학습민첩성(Learning Agility)을 종속변수로 설정하여 본 연구를 진행하였다.

• Information Systems Review
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• v.10 no.2
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• pp.137-158
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• 2008

Rapid development of various information technologies creates new opportunities in online and offline markets. In this changing market environment, customers have various demands on new products and services. Therefore, their power and influence on the markets grow stronger each year. Companies have paid great attention to customer relationship management. Especially, personalized product recommendation systems, which recommend products and services based on customer's private information or purchasing behaviors in stores, is an important asset to most companies. CRM is one of the important business processes where reliable information is mined from customer database. Data mining techniques such as artificial intelligence are popular tools used to extract useful information and knowledge from these customer databases. In this research, we propose a recommendation system that predicts customer's purchase intention. Then, customer's purchasing intention of specific product is predicted by using data mining techniques using receipt data set. The performance of this suggested method is compared with that of other data mining technologies.

• The Journal of the Korean life insurance medical association
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• v.24
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• pp.79-96
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• 2005

1. 연구배경과 문제제기 - 보험시장의 환경변화 : 보험업법 개정, 방카슈랑스 도입, 고(高)보장성 생존급부(CI, LTC)상품의 등장, 통신판매 전문보험회사의 설립 허용 - 현행 언더라이팅 시스템의 문제점 : 위험난이도와 판매 채널별 특성이 고려되지 않고 언더라이터에 전건 배정 되어 업무의 효율성이 낮음 - 보험시장의 환경변화에 맞는 EUS(Expert Underwriting System) 도입으로 언더라이팅의 효율성을 증대하고자함 2. 국내/외 생보사 언더라이팅 시스템 현황 비교 및 개선방안 - 국내 언더라이팅 시스템 현황 : 청약서 입력/스캔 후 진단 및 적부 유무(有無)에 따라 자동으로 언더라이터에게 심사가 배정됨 - 미국 언더라이팅 시스템 현황 : EUS에 의한 1차 전산승낙여부 결정 후(後)언더라이터에게 심사가 배정됨 - 위험난이도의 고저(高低)와 관계없이 언더라이터에 배정되는 심사시스템의 문제점을 극복하고 체계적인 위험평가를 위해 EUS도입이 필요함 3. EUS 선행요건 - 고객정보의 확보 - 국내 생보사의 고객정보 수집원 : 청약서, 모집인 보고서, 건강진단서,적부조사, 보험사고정보조회시스템 (ICPS), 고액보험 및 상해보험 중복가입자에 대한 정보 교환제도 - 북미 생보사의 고객정보 수집원 : 청약서, 모집인 보고서, 의사소견서 및 진료기록서, 건강검진, 적부조사, 정보교환제도( 북미보험사간 의료정보 공유-MIB) - 정확한 고객정보의 확보방안 : 법률/제도의 정비, 청약서 질문 내용의 세분화, 의료정보교환제도의 구축 4. EUS 개요 및 현황 - EUS의 정의: 고객의 정보를 입력하여 청약부터 보험증권 발행 단계까지 One-Stop 서비스를 제공하는 것으로 언더라이터가 청약서를 가지고 언더라이팅 하는 것과 동일한 업무를 할 수 있는 전문가 시스템 - EUS의 장점: (1) 비용절감 및 인력의 효율적 활용 (2) 업무별 시스템화 되는 조직속성에 적합함. (3) 언더라이팅 정책이 경영 환경 변화에 대처하는데 신속함 - 국외 EUS 현황 (예: Cologne Re) 및 사례연구 5. 위험분류 및 EUS 개요현황 (언더라이팅 시스템 도입) - 위험관리 선행요건으로 위험요소별 분류가 체계적으로 수립되어야 함. - 데이터웨어하우스 (의사결정을 목적으로 설계된 조회와 분석이 가능한 통합된 정보저장소) 시스템 사용 - EUS 도입을 통한 언더라이팅 프로세스: 데이터마이닝 과정을 통해 "자동승낙, 언더라이터에게 심사배정, 적부의뢰, 진단의뢰, 텔레 언더라이터, 보완지시"등이 결정됨. 6. 판매채널별 EUS 활용방안 - 대면채널: 효용성 높은 정보제공과 정확한 위험분석이 가능한 시스템으로 고(高)보장, 고(高)위험 상품에 대해 언더라이터가 집중 심사 할 수 있게 함. - 방카슈랑스: 3S(간결, 신속, 서비스)의 특성에 맞는 전과정 무인자동심사시스템 - 비대면채널: 판매상품과 타겟시장을 명확히 한 후 도덕적 위험과 재무적 위험에 대한 평가시스템 및 의사결정 시스템을 도입 7. 결론 - EUS 도입의 기대효과 (1) 심사기일의 단축으로 고객만족 실현 (2) 체계적 과학적 리스크 관리로 위험률차익 증대에 기여 (3) 업무효율의 증대와 언더라이터의 역량강화 (4) CRM 활용증대와 모바일 청약시스템 구축의 근간 - EUS 도입시 경제적 법률적 제도적 문제 극복과 생보 업계 공동의 관심과 노력이 필요함 - EUS를 활용하여 종합적.체계적 리스크 관리가 가능한 금융회사로의 경쟁력 향상에 기여함.