• 산업경영시스템학회지
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• 제40권4호
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• pp.164-170
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• 2017

The CNC machine tool field is showing a growing trend with the recent rapid development of manufacturing industries such as semiconductors, automobiles, medical devices, various inspection and test equipment, mechanical metal processing equipment, aircraft, shipbuilding and electronic equipment. However, small and medium-sized machining companies that use CNC machine tools are experiencing difficulties in increasingly intense competition. Especially, small companies which are receiving orders from 3rd or 4th venders are very difficult in business management. In recent years, company S experienced difficulty to make product quality and delivery time due to the ignorance of the processing method when manufacturing cooling plate jig made of SUS304 material used for cell phone liquid crystal glass processing. In order to solve these problems, we redesigned the process according to the size of our company and tried to manage all processes with quantified data. In the meantime, we have found that there is a need to improve the cutter process, which accounts for most of the machining process. Therefore, we have investigated the correlation between RPM and FEED of three cutters that have been used in the past. As a result, we found that it is the most urgent problem to solve the roughing process during the cutter operation which occupies more than 70% of the total machining. In order to shorten the machining time and improve the quality in machining of SUS304 cooling plate jig, we select the main factors such as price, tool life, maintenance cost, productivity, quality, RPM, and FEED and use AHP to find the most suitable milling cutter. We also tried to solve the problem of delivery, quality and production capacity which was a big problem of S company through experiment operation with selected cutter tool. As a result, the following conclusions were drawn. First, the most efficient of the three cutters currently available in the machining center has proven to be an M-cutter. Second, although one additional facility was required, it was possible to produce the existing facilities without additional investment by supplementing the lack of production capacity due to productivity improvement. Third, the Company's difficulties in delivery and capacity shortfalls have been resolved. Fourth, annual sales increased by KRW 109 million and profits increased by KRW 32 million annually. Fifth, it can confirm the usefulness of AHP method in corporate decision making and it can be utilized in various facility investment and process improvement in the future.

• 지식경영연구
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• 제22권4호
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• pp.27-40
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• 2021

Click-Through Rate(CTR) 예측은 추천시스템에서 후보 항목의 순위를 결정하고 높은 순위의 항목들을 추천하여 고객의 정보 과부하를 줄임과 동시에 판매 촉진을 통한 수익 극대화를 달성할 수 있는 핵심 기능이다. 자연어 처리와 이미지 분류 분야는 심층신경망(deep neural network)의 활용을 통한 괄목한 성장을 하고 있다. 최근 이 분야의 주류를 이루던 모델과 차별화된 어텐션(attention) 메커니즘 기반의 트랜스포머(transformer) 모델이 제안되어 state-of-the-art를 달성하였다. 본 연구에서는 CTR 예측을 위한 트랜스포머 기반 모델의 성능 향상 방안을 제시한다. 자연어와 이미지 데이터와는 다른 이산적(discrete)이며 범주적(categorical)인 CTR 데이터 특성이 모델 성능에 미치는 영향력을 분석하기 위해 임베딩의 일반화(regularization)와 트랜스포머의 정규화(normalization)에 관한 실험을 수행한다. 실험 결과에 따르면, CTR 데이터 입력 처리를 위한 임베딩 과정에서 L2 일반화의 적용과 트랜스포머 모델의 기본 정규화 방법인 레이어 정규화 대신 배치 정규화를 적용할 때 예측 성능이 크게 향상됨을 확인하였다.

• 한국산학기술학회논문지
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• 제14권5호
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• pp.2215-2224
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• 2013

본 연구는 충남(천안 아산)지역 중소기업을 대상으로 성장단계별(창업 성장 확장)기업이 필요로 하는 지원정책을 측정하기 위하여 시도 되었다. 분석결과는 다음과 같다. 첫째, 창업단계에서는 자금과 인력, 판로, 기술 그리고 창업 성장 확장단계는 조직 관리를 핵심역할로 인식하였다. 지원정책 관련, 창업단계에서는 자금, 성장단계는 국내마케팅과 인력, 확장단계는 해외마케팅과 연구개발지원을 성장단계별 필요한 지원정책으로 인식하였다. 둘째, 경향방향(방침) 관련, 창업단계는 기존시장진입과 틈새시장진입을 성장단계에서는 시장창출로 인식하였다. 셋째, 핵심인력은 창업단계는 기술과 영업 그리고 경영기획인력, 창업과 확장단계는 마케팅, 확장단계에서는 생산인력을 성장단계별 핵심인력으로 인식하였다. 넷째, 자금은 창업과 성장단계는 기술개발자금, 공장입지확보자금, 인력운영자금, 판로확보자금, 운영자금을 확장단계는 설비투자자금을 성장단계별 필요자금으로 인식하였다. 다섯째, 중점기술 관련, 창업단계는 신제품개발, 기존제품개선, 기존공정개선, 신공정개발, 성장단계는 가공기술, 확장단계에서는 신공정개발을 성장단계별 중점기술로 인식하였다. 여섯째, 판매방식 관련, 창업단계는 대기업납품, 해외시장판매, 공공기관납품, 중소기업납품으로 인식하였다. 일곱째, 창업단계에서는 창업보육지원, 연구개발 지원, 정보교류, 연구개발성과 활용 및 판매지원, 공장설립 입지지원으로 인식하였다. 경영관리와 관련, 성장단계는 교육, 확장단계에서는 시험생산을 지역기관에 요구하는 지원프로그램으로 인식하는 것으로 나타났다.

• 지능정보연구
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• 제21권2호
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• pp.49-67
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• 2015

최근 다양한 분야에서 빅데이터의 활용과 분석에 대한 중요성이 대두됨에 따라, 뉴스기사와 댓글과 같은 비정형 데이터의 자연어 처리 기술에 기반한 감성 분석에 대한 관심이 높아지고 있다. 하지만, 한국어는 영어와는 달리 자연어 처리가 어려운 교착어로써 정보화나 정보시스템에의 활용이 미흡한 실정이다. 이에 본 연구는 감성 분석에 활용이 가능한 감성어 사전을 집단지성으로 구축하였고, 누구나 연구와 실무에 사용하도록 API서비스 플랫폼을 개방하였다(www.openhangul.com). 집단지성의 활용을 위해 국내 최대 대학생 소셜네트워크 사이트에서 대학생들을 대상으로 단어마다 긍정, 중립, 부정에 대한 투표를 진행하였다. 그리고 집단지성의 효율성을 높이기 위해 감성을 '정의'가 아닌 '분류'하는 방식인 폭소노미의 '사람들에 의한 분류법'이라는 개념을 적용하였다. 총 517,178(+)의 국어사전 단어 중 불용어 형태를 제외한 후 감성 표현이 가능한 명사, 형용사, 동사, 부사를 우선 순위로 하여, 현재까지 총 35,000(+)번의 단어에 대한 투표를 진행하였다. 본 연구의 감성어 사전은 집단지성의 참여자가 누적됨에 따라 신뢰도가 높아지도록 설계하여, 시간을 축으로 사람들이 단어에 대해 인지하는 감성의 변화도 섬세하게 반영하는 장점이 있다. 따라서 본 연구는 앞으로도 감성어 사전 구축을 위한 투표를 계속 진행할 예정이며, 현재 제공하고 있는 감성어 사전, 기본형 추출, 카테고리 추출 외에도 다양한 자연어 처리에 응용이 가능한 API들도 제공할 계획이다. 기존의 연구들이 감성 분석이나 감성어 사전의 구축과 활용에 대한 방안을 제안하는 것에만 한정되어 있는 것과는 달리, 본 연구는 집단지성을 실제로 활용하여 연구와 실무에 활용이 가능한 자원을 구축하여 개방하여 공유한다는 차별성을 가지고 있다. 더 나아가, 집단지성과 폭소노미의 특성을 결합하여 한글 감성어 사전을 구축한 새로운 시도가 향후 한글 자연어 처리의 발전에 있어 다양한 분야들의 융합적인 연구와 실무적인 참여를 이끌어 개방적 협업의 새로운 방향과 시사점을 제시 할 수 있을 것이라 기대한다.

• 한국식품영양학회지
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• 제23권1호
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• pp.124-133
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• 2010

The total number of the dogs bred in Korea as of 2007 was 1,917,709, and among them, 77%, 1,476,776 dogs were edible dogs. Dogmeat has been legalized edible as food from Choseon dynasty, Daehan imperial state, Japan-occupied era till the present Korea. Dogs had been included in the article 2, Enforcement Ordinance of Processing and Disposal Rule of Livestock and Its Products until the end of Jan. 1979, but it was crossed out by the Notification No 3,005(Feb. 1 1979 effective) of the Minister of Agriculture and Marine Products, and as a result, the obligation that dogs should be slaughtered at the slaughtering ground was defunct. Thus, the arbitrarily dog slaughtering was empowered. As a matter of fact, the new law was not legalized in order to ban dogs from being slaughtered. The waste amount of slaughtered edible dogs amounts to 7,282 tons annually, and most of its waste from the arbitrarily-slaughtered dog is being illegally dumped without proper management and supervision. Edible dogs defecate 292,509 tons(calculates urine as dung) annually, but it is sanitarily disposed according to the Law of Management and Use of Livestock's Dung and Urine which took effective from Sep. 2009. Annual sales amount of edible dogs comes to 590 billion won on the basis of the shipment at breeding ground, but after passing through various level of marketing, and being processed as Gaesoju, and Boshintang, it forms 4 trillion won market when it reaches customers. The amount of food waste in Korea in 2007 came to 5,274,944 tons, and 633 billion won was spent for its disposal cost. Korean edible dogs of 1,476,776 heads consumed 1,266,705 tons, the 24% of total food waste. Edible dogs are the most effective means to convert food waste into food for man, not entailing the cost of disposal. On the other hand, pet dog culture brought about disposal cost, and the 51,188 dogs were abandoned at 2007, while 7 billion won was spent for the protection, euthanasia of them and the disposal of their dead bodies.

• 통상정보연구
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• 제1권1호
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• pp.179-201
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• 1999

물류의 흐름을 배제한 CALS/EC는 있을 수 없다. CALS/EC에서도 거래의 최종단계는 고객이 요구하는 상품 또는 서비스를 전달하는 것이기 때문이다. CALS/EC를 이용한 물류정보화가 물류 문제 해결에 도움을 줄 수 있고, 전자상거래의 활성화를 가로막는 물류 문제를 분석하기 위해 새로운 환경에서의 물류 요구의 변화를 분석하였다. 전자상거래와 물류정보화 활성화와 관련하여, 전자상거래 등 산업활동의 정보화 추이를 고려한 물류체계의 고도화, 산업전반의 물류정보화 촉진을 위한 법 제도의 개선, 물류산업전반의 경쟁력 제고를 위한 규제개혁 추진, 전자상거래 활성화률 위한 통관체제의 개선 등이 필요하다.

• 무역상무연구
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• 제75권
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• pp.179-198
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• 2017

Recently, agricultural exports of Korea have steadily increased. But, no progress is being made at the WTO and DDA negotiations, the FTAs have played a leading role in the formulation of the international trade rules, and countries have been cleverly utilizing non-tariff barriers such as SPS and TBT, there is a growing need to respond to non-tariff barriers aggressively. On the other hand, since the FTA has the potential to activate the global value chain, there is a high need for exporting companies in the domestic agricultural sector to understand the structure of the global value chain in agriculture and actively utilize the global value chain. The non-tariff measures of agricultural commodities major trading partners in the field of domestic agricultural exports were mostly comprised of SPS measures and TBT measures. The non-tariff measures corresponding to inputs and production stages of value chain elements (seeds, seedlings) in the value chain were mainly reported in SPS measures. TBT measures are mainly carried out in selective packaging, storage, processing, distribution, and export sales. It is most important for agricultural export companies to know their position on the value chain and information on non-tariff measures of importing countries in order to actively utilize the global value chain. Since there are non-tariff barriers that are difficult to be solved at the individual enterprise level, active government support of the government is not only important but also actively promoting relevant information to farmers and agricultural exporters. In addition, potential export farmers and prospective export companies will be able to identify TBT and SPS and other non-tariff barriers well in advance, and respond to them in advance. Also, through networking with export related organizations and overseas buyers, It is very important that policy support from the perspective of global value chain is linked effectively.

• 기술경영경제학회:학술대회논문집
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• 기술경영경제학회 2002년도 제20회 동계학술발표회 논문집
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• pp.133-149
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• 2002

This study aims to investigate the impact of wide use of digital technology, in particular, the Internet, on innovation process and corporate strategy in electronics industry. The introduction of digital technology has changed innovation process, business model and organizational structure of the electronics companies. With the introduction of digital technology, the entire value chain of electronics industry from procurement, sales, and marketing to R&D and manufacturing has been restructured. E-commerce has been a major agenda for e-business. Recently, collaboration among electronics companies through e-marketplace has emerged as an important issue. A web-based e-commerce standard, so called RosettaNet, has been developed for facilitating e-transactions of electronics firms. The development of digital technology has dramatically increased the processing speed and sophisticated the virtual reality technology. As simulation becomes easier and more effective, the uncertainty and risk involved in R&D has decreased significantly. Another positive impact is closer cooperation between R&D and manufacturing functions. Taking advantage of automated and flexible production technology, has a new type of firm, so called, EMS (Electronics Manufacturing Services) emerged, whose strategic focus is on manufacturing only. The EMS can be seen as a kind of innovative organization, that is, a modular organization for production function. Digital technology has made convergence of computer and communication possible at early years but right now the convergence has been accelerated in extensive areas of communication, broadcasting, information appliances, software, contents, and services. Firms' effort for an innovative product and service has been intensified and the competition for a new standard product and service has become severe in electronics industry. Business activities are always realized in a specific organizational context. Accordingly building up innovation-friendly organization has emerged as a critical concern. Due to the striking decrease of transaction cost, a network type of organization has proliferated, and a business function turns into a modular organization. As a whole, digital technology has pushed electronics firms into developing their own business model, which takes consideration of standardization of business platform and their core competency.

• 한국식생활문화학회지
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• 제13권3호
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• pp.215-225
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• 1998

The purpose of this study was to identify the development trends and feasibility of health-oriented convenience foods in Korea for promoting health. Special objectives were to investigate characteristics of health-oriented convenience foods; to determine the factor affecting the sale of health-oriented convenience foods; to examine marketing strategies of the foodservice industry; and to provide feedback for the development plan. Questionnaires were developed in this study and mailed to 10 food companies in Korea and then telephone interviews were carried out. Also, marketing strategies of each industry are analyzed by the visit interview with food processing and marketing chargers. The survey was conducted between September 30 and October 30, 1997. The results of this study were summarized as following : The most popular health-oriented convenience foods were completely precooked type, pouch/PE bag packaging type, diet purpose, 100-300 gram size, and convenience store sales with regard to selling and developing health-oriented convenience foods. About factors affecting selling health-oriented convenience foods, the best contributors among factors were seasonality, convenience, and negative image for instant foods. For health-oriented convenience foods, the most important factor was the improvement of taste and quality. Adults should be the most promising customers for health-oriented convenience foods. Food companies must promote variety, taste, nutrition, convenience, price, and advertising of health-oriented convenience foods for the powerful marketing strategies in the future.

• 한국의상디자인학회지
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• 제7권3호
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• pp.157-165
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• 2005

The purpose of this research is to investigate the actual conditions of the manufacturer's design processes. Questionnaires were sent out, and 57 interviews were used as research methods including designers, programmers, and merchandisers working for a knit manufacturer in Seoul, followed by a frequency analysis using SPSS 12.0. The results are as follows: knitted fabric goods were the top choices in casual wear. Brand image depended on 'elegance', 'modernity', and 'romanticism', among other lifestyle pursuits. The distribution ratio of the 'basic' and the 'trendy' knit was at 3:7 or 7:3, while the ratio of 6:4 or 4:6 was more common. Knit structure was proven to be the most important factor in the changes in designs. Style and yam ranked second and third, respectively. In addition, details (embroidery and beading), color, pattern, and processing were among the other factors, in order of importance. Based on the difficulty in designing and manufacturing knitted fabric goods, 'manufacturing cost:' 'lack of a manufacturing facility for small production,' and 'limited delivery time' were among the reasons cited in the questionnaire. These results appeared to have been caused by small-scale manufacturers or small-scale manufacturing facilities that made small volume production difficult. The results of the interviews on knitted fabrics that were most frequently used and with the highest sales volumes showed that plain, lace, links & links, miss, and 1:1 rib were ranked accordingly for S/S use, while jacquard, cable, 1:1 rib, links & links, milano, plain, and half cardigan were ranked accordingly for F/W use.