• 지능정보연구
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• 제24권3호
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• pp.67-88
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• 2018

최근까지도 중소기업의 지속성장 및 경쟁력 확보에 대한 중요함을 인식함에 따라, 정부 차원에서의 유형 자원(R&D 인력, 자금 등)에 대한 지원이 주로 투입되어 왔다. 그러나 사업지원의 적절성이나 효과성, 효율성 면에서 서로 상충되는 정책부분이 존재하여 과소 지원이나 중복 지원 등 지원체계의 비효율성 문제가 제기되어온 것도 사실이다. 정부나 기업 관점에서는 중소기업의 한정된 자원으로 인해, 외부와의 협력을 통한 기술개발 및 역량강화가 기업의 경쟁우위를 창출하는 근간이라 보고 있으며, 이를 위한 가치창출 활동을 강조하고 있다. 기업 레벨에서의 지식생태계 구축을 통해 일련의 가치사슬로부터 기업거래 관계를 분석하고 결과를 가시화할 수 있는 밸류체인 네트워크 분석이 필요한 것도 이 때문이다. 특허/제품/기업명 검색을 통해 관련 제품의 정보나 특허 보유 기업의 기술(제품) 현황 정보를 제공하는 기술기회발굴시스템(Technology Opportunity Discovery system), 기업(재무)정보와 신용정보을 열람하게 해주는 CRETOP이나 KISLINE 등은 존재하고 있으나 밸류체인 네트워크 분석기반으로 유사(경쟁)기업의 리스트나 향후 거래 가능한 잠재 거래처 정보를 제공해주는 시스템은 부재한 실정이다. 따라서, 본 고에서는 KISTI에서 개발 운영중인 기업 비즈니스 전략수립 지원 파트너인 '밸류체인 네트워크 시스템(Value Chain Network System : VCNS)'을 중심으로, 탑재된 네트워크 기반 분석모듈의 유형, 이를 지원하는 참조정보 및 데이터베이스(D/B)의 구성 로직과 시스템 활용방안을 고찰하며, 산업구조를 이해하고 기업의 신제품 개발을 위한 핵심정보가 되고 있는 지능형 밸류체인 분석 시스템의 네트워크 가시화 기능을 살펴보기로 한다. 한 기업이 다른 기업 대비 경쟁우위를 확보하기 위해서는 보유 특허 또는 현재 생산하고 있는 제품에 대한 경쟁자 식별이 필요하며, 세부 업종별 유사(경쟁)기업을 탐색하는 일은 대상기업의 사업화 경쟁력 확보에 핵심이 된다. 또한 기업간 비즈니스 활동인 거래정보는 유사 분야로 진출할 경우 잠재 거래처 정보를 제공하는 중요한 역할을 수행한다. 이러한 기업간 판매정보를 기반으로 구축된 네트워크 맵을 활용하여 기업 또는 업종 수준의 경쟁자를 식별하는 일은 밸류체인 분석의 핵심모듈로 탑재될 수 있다. 밸류체인 네트워크 시스템(VCNS)은 단순 수집된 종래의 기업정보에 밸류체인(value chain) 및 산업구조 분석개념을 접목하여 개별 기업의 시장경쟁 상황은 물론 특정 산업의 가치사슬 관계를 파악할 수 있다. 특히 업종구조 파악, 경쟁사 동향 파악, 경쟁사 분석, 판매처 및 구매처 발굴, 품목별 산업동향, 유망 품목 발굴, 신규 진입기업 발굴, VC별 핵심기업 및 품목 도출, 해당 기업별 보유 특허 파악 등 기업 레벨에서의 유용한 정보분석 툴로 활용 가능하다. 또한, 거래처 정보 및 재무데이터로부터 분석된 결과의 객관성 및 신뢰성을 기반으로, 현재 국내에서 이용 중인 15,000여개 회원기업과 연구개발서비스업 종사자, 출연(연) 및 공공기관 등에서 사업평가 정보지원, R&D 의사결정 지원 및 중 단기 수요예측 전망 등 다양한 목적(용도)에 밸류체인 네트워크 시스템을 활용할 수 있을 것으로 기대된다. 기업의 사업경쟁력 강화를 위해 정부기관 및 민간 연구개발서비스 기업을 중심으로 기술(특허) 및 시장정보가 제공되어 왔으며, 이는 특허분석(등급, 계량분석 위주) 또는 시장분석(시장보고서 기반 시장규모 및 수요예측 위주)의 형태로 지원되어 왔다. 그러나 기업이 사업화진출 단계에서 겪게 되는 애로요인의 하나인 정보부족을 해결하는데 한계가 있었으며, 특히 경쟁기업 및 거래가능 기업 후보군에 대한 탐색정보는 입수하기 어려웠다. 본 연구를 통해 제안된 네트워크맵 및 보유 데이터 기반의 실시간 밸류체인 가시화 서비스모듈이 중견 중소기업이 당면한 신규시장 진출시 경쟁기업 대비 예상점유율, (예상)매출액 수준, 어느 기업을 컨택하여 유통망(원자재/부품에 대한 공급처, 완제품/모듈에 대한 수요처)을 확보할 지에 대한 핵심정보를 제공할 수 있을 것으로 기대된다. 향후 연구에서는 대체기업(또는 대체품목) 경쟁지표의 개발과 연구주체의 참여를 통한 경쟁요인별 지표의 고도화 연구, VCNS의 성능향상을 위한 데이터마이닝 기술 및 알고리즘을 추가 반영하도록 수행하고자 한다.

• Journal of Information Processing Systems
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• 제20권2호
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• pp.215-225
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• 2024

With the rapid development of Internet of Things (IoT) and big data technology, a large amount of data will be generated during the operation of related industries. How to classify the generated data accurately has become the core of research on data mining and processing in IoT industry chain. This study constructs a classification model of IoT industry chain based on improved random forest algorithm and text analysis, aiming to achieve efficient and accurate classification of IoT industry chain big data by improving traditional algorithms. The accuracy, precision, recall, and AUC value size of the traditional Random Forest algorithm and the algorithm used in the paper are compared on different datasets. The experimental results show that the algorithm model used in this paper has better performance on different datasets, and the accuracy and recall performance on four datasets are better than the traditional algorithm, and the accuracy performance on two datasets, P-I Diabetes and Loan Default, is better than the random forest model, and its final data classification results are better. Through the construction of this model, we can accurately classify the massive data generated in the IoT industry chain, thus providing more research value for the data mining and processing technology of the IoT industry chain.

• 통상정보연구
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• 제10권3호
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• pp.3-21
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• 2008

This research investigates the strategy for application of E-Trade to SMEs to analyze the economic effect of e-trade. And the influence of the proliferation of e-business and e-trade upon the industrial business conditions, value-chain, and business activities is also analyzed. The subjects of the inquiry are the nationwide petrochemical industries in which small and medium sized companies are in mutual and intimate cooperation. The results show that the business structure of the petrochemical industries are divided into four stages, and, with the introduction of e-business, the value chain is changed by stages. And the change of value-chain explains the transition of the e-business of petrochemical industries including trade business into industrial DB and leads to a variety of the economic effect including the reduction in the trade expense, the change of the production process, and the innovation of trade structure.

• 국제학술발표논문집
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• The 3th International Conference on Construction Engineering and Project Management
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• pp.558-565
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• 2009

In recent years, the demand for green buildings is growing fast due to legislative and social pressures. Construction organizations, which play an important role in promoting building industry growth, are facing with challenges on how to adapt themselves to enhance sustainability of the buildings. In this paper, the green value chain and system frameworks, an extend application of Porter's value chain and system models, are introduced. Based on deep analysis of the green value chain and system frameworks, a revolution model for construction organizations towards green building is created. Management factors critical for a successful green building project, at the firm and project organization level, are extracted. Furthermore, external critical relationships are also identified. Fully understanding of these management factors and the model can help and enable practitioner to know what new capabilities should be deployed and developed in the long run for maximizing sustainability.

• 한국경제지리학회지
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• 제9권1호
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• pp.39-60
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• 2006

가치사슬 분석은 기존의 정량적 산업분석과는 다르게 분석의 초점이 단순 제조에서부터 제품과 서비스를 소비자에 공급하는 활동에까지 맞추어지기 때문에, 오늘날과 같이 경제의 서비스화가 심화되고 있는 상황 하에서 제조업과 서비스업의 경계가 불분명한 문화산업을 분석하는데 매우 유용한 분석틀이다. 본 연구는 경북 문화산업의 가치사슬을 분석하여 경북 문화산업의 강점과 약점을 파악하고, 나아가 가치사슬내 활동을 통한 혁신창출메카니즘의 이해를 통해 문화산업역랑을 강화하는 방안을 제시하였다. 첫째, 고부가가치단계이자 상대적으로 저학력 인력을 필요로 하는 유통 배급 및 홍보 마케팅 업체의 창업 및 유치를 도모하고 전문화를 강화시킨다. 둘째, 기업간 네트워크를 강화하여 장비의 공동 구입 및 이용 지원, 인력 및 기술 정보 교류를 활성화시킨다. 셋째, 이원화된 인력 양성 시스템을 구축하고 개방된 기업문화를 육성한다.

• 디지털산업정보학회논문지
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• 제11권2호
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• pp.141-152
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• 2015

Our agriculture and rural villages have faced negative conditions in many reasons. To overcome this situation, a new change is needed by the 6th industrialization. Many agriculture and rural villages in Korea are pursuing the 6th industrialization through the convergence of the primary, secondary, and tertiary industries to vitalize agriculture and rural villages. But there are several problems with the 6th industrialization. There is a limit to the capacity building of the members of the rural organization and Korean agricultural base primary, secondary, and tertiary industries are weak all. In addition, it has been insufficient research for value chain management of the region as a whole; there has been no study of information sharing across the region for the 6th industrialization. This study is about value chain management model for successful the 6th industry with Quick Response System and the big data technology. In this study to provide the efficiency of 6th industry value chain management with customer's needs analysis using big data and research for the information share between the industries in the region through the information pipeline theory of the QR System. We hope that our study is helped to proceed successfully on the 6th industrialization in Korea.

• 한국의류학회지
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• 제34권1호
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• pp.1-13
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• 2010

This study analyzes the innovation process of the value chain in the fashion industry. It examines the differences between traditional and FF-based methods that include value chain processes such as design, production, and distribution-sales process. In the literature review and case studies, general propositions were drawn from each innovative stage by a comparison analysis. First, design speed is the main factor to explain the impact of IT in the design process. Second, small quantity batch production becomes main stream by the adoption of a computer-integrated manufacturing system in the production process. Third, cost reduction and speedup improvement are results of innovation in the distribution process. Last, a customized interface provides important information that can integrate the value chain and make useful customer relationships in the sales process. Fast fashion is the best product of these procedural innovations in the overall value chain. Consequently, this study confirmed that the general propositions referred above were acceptable and adaptable in the case of ZARA in terms of fast fashion strategy.

• 한국병원경영학회지
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• 제19권3호
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• pp.11-28
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• 2014

This study, targeting Korean tertiary hospitals and general hospitals, aims to analyze how value chain model in health and medical institution suggested by Duncan and else influences on hospital management. A survey was conducted to verify the actual proof analysis of this study model. 880 questionnaires were distributed to entire 88 hospitals and 739 copies were returned from 76 hospitals. This study mainly consists of three steps to analyze the effect value chain activity has on management performance of general hospitals. For the first step, we analyzed the effects service delivery activity has on management performance. For the second step, we analyzed the effects service support activity has on management performance and for the third, we analyzed the effects interaction between service delivery activity and service support activity has on management performance. The main results of this study are as follows. First, in terms of the management performance of scale, the factors which influenced on daily charge of outpatient were service activity before treatment, at the moment of treatment and value chain activity, while more important factors in daily charge of inpatient were organizational culture, organizational structure and value chain activity. In terms of management performance of quality, the factors which influenced on the first medical examination rate of outpatient were service activity before, at the moment of and after treatment, while activity at the moment of treatment, organizational structure, and value chain activity which is interaction were more important factors in average length of stay. In terms of non-financial performance, the management performance factors which influenced on job satisfaction were service activity at the moment of, after the treatment and value chain activity, while organizational culture, strategy resources and value chain activity which is interaction were more important factors in job commitment. Secondly, all the service support activity, service delivery activity and value chain activity had statistically significant effect on management performance. Among the three factors, service support activity had relatively high effect than others.

• Journal of Information Processing Systems
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• 제7권2호
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• pp.385-396
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• 2011

Information technology is changing the business value chain and business systems. This situation is due to the business value chain and the value creation factors in business. Technology companies and researchers are developing new businesses, but many companies and researchers cannot find successful ways to analyze and develop a business in a specific way. In this paper, the following will be explored. First, the value creation motive in business is analyzed through a literary review. Second, business attributes are analyzed while considering the value creation motive and business factors in management. Finally, the business attributes of information technology are studied through a review of previous research that has been conducted on this topic.

• 산경연구논집
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• 제4권2호
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• pp.31-40
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• 2013

Purpose - This study attempted to identify the value promotion clues that may operate as a consumer's motive, by shedding new light on consumer value and by reconstructing each variable analyzed through the means-end chain (MEC) theory. Research design, data, and methodology - In this study, 202 copies of effective questionnaires using the data of Yang and Ju (2012) were subjected to correlation, regression, and SEM. Results - All store selection attributes were verified as having a positive influence on the relationship quality. Although the store selection attributes were verified as exerting a positive influence on the relationship quality, according to the verification result of the mediating effect, consumer value was verified to be influenced only by the relationship quality instead of by the store selection attributes. Conclusion - As a result of path analysis on the proposed model after modification, it was verified that only product factor had a statistically significant positive influence and that social value was completely mediating between relationship quality and emotional value. It may be highlighted that the MEC theory concept would be applicable to the cause-and-effect relationship model.