• 산업경영시스템학회지
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• 제35권4호
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• pp.244-248
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• 2012

F-Measure is one of the external measures for evaluating the validity of clustering results. Though it has clear advantages over other widely used external measures such as Purity and Entropy, F-Measure has inherently been less sensitive than other validity measures. This insensitivity owes to the definition of F-Measure that counts only most influential portions. In this research, we present $F_n$-Measure, an external cluster evaluation measure based on F-Measure. $F_n$-Measure is so sensitive that it can detect their difference in the cases that F-Measure cannot detect the difference in clustering results. We compare $F_n$-Measure to F-Measure for a few clustering results and show which measure draws better result based upon homogeneity and completeness.

• 한국산학기술학회논문지
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• 제11권10호
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• pp.3740-3746
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• 2010

제주의 콩산업은 식품 안전경쟁력, 품질경쟁력, 가격경쟁력, 시장교섭력이 열위에 있는 실정이다. 또한 콩가공제품은 단순가공 및 제품 다양화가 부족한 실정이고, 가공업체도 영세성을 벗어나지 못하고 있다. 본 연구에서는 제주지역의 콩이 처한 현실과 문제점을 살펴보고, 생산, 가공, 유통 및 조직 부문 전반에 걸쳐 수직적 수평적 유기적으로 통합할 수 있는 제주 콩 클러스터 구축 방안을 제시했다. 제주 콩 클러스터는 제주 콩 클러스터 사업단을 설치하고 생산시스템, 연구개발시스템, 산업화지원시스템, 실용기술지원시스템, 서비스지원시스템을 갖추고, 이를 총괄하는 운영본부를 둔다. 제주 콩 클러스터 사업단의 조직화가 확립되어 유통조직체계가 구축이 되면 농가에게는 환경친화적 콩 식품 원료를 생산하게 하고 또한 안정된 판매처와 소득을 확보할 수 있게 할 것이다.

• 지식경영연구
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• 제17권3호
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• pp.65-91
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• 2016

Although the success of industrial clusters largely depends on whether clustering firms can achieve economic performance, there has been less attention on investigating factors and conditions contributing to the performance enhancement for clustering small and medium-sized enterprises (SMEs). Along this vein, we adopt the theories of social capital and organizational learning as those success factors for clustering SMEs. This study thus aims at examining what effect social capital accrued in the relationships among actors within clusters has on firm performance of clustering SMEs and what role organizational learning plays in the linkage between social capital and firm performance. For the empirical analysis, we operationalized the variables and their measures to develop questionnaires through the theoretical reviews on literatures. As a sample of 227 clustering SMEs, our collected data was analyzed by hierarchical regression analysis. The results confirmed that a high level of social capital, represented by network, trust, and norm, has positive effect on firm performance of clustering SMEs. We also found that clustering firms presenting high organizational learning, represented by absorptive and transformative capability, achieve better performance than those placing less value on organizational learning. Furthermore the significant relationship between social capital and firm performance is mediated partially through organizational learning. These findings imply not only that the territorial agglomeration of industrial cluster does not guarantee the performance creation of clustering SMEs but that they need to develop social capital among various actors within clusters, facilitating their knowledge diffusion. In order to absorb and mobilize the shared knowledge and information into strategic resources, the firms should improve their capability associated with organizational learning. These expand our understanding on the importance of social capital and organizational learning for the performance enhancement of clustering firms. Differentiating from major studies addressing benefits and advantages of industrial cluster, this study based on the perspective of firm-internal business process contributes to the literature advancement. Strategic and policy implications of this study are discussed in detail.

• 한국조경학회지
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• 제30권6호
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• pp.128-140
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• 2003

The purpose of this research was to present characteristics for the classification of biotopes and classification method of biotopes as basic data for ecological landscape planning in Metropolitan Daegu. The results of this study were as follows. 1) The study identified fifteen characteristics for classification of biotopes. Ecological landscape characteristics were divided into structural and functional factors. There are six structural factors such an inclination, and nine functional factors such as temperature. 2) The study area was separated into sixty eight biotope types. For example, an industrial district was divided into two biotope types: a biotope type of an industrial district with abundant green space, and a biotope type of an industrial district with scarce green space. 3) In the result of cluster analysis using the average linkage method between groups, biotope groups were divided into fifteen clusters and biotope groups were divided into seven clusters. Each cluster was named according to the features of a descriptive statistics analysis. For example, cluster 8 was identified as a biotope type with an impermeable pavement rate of more than 90 percent and an afforestation rate under 10 percent. 4) Fifteen biotope groups were converted to land use patterns for remote application and utilization of urban biotope in city planning. Biotope groups of a building area beyond an intermediate floor with an afforestation rate under 20-30 percent was converted to a land use pattern such as a tall apartment complex or commercial district. When examining the characteristics that were established in this research, there was a limit to achieve the objective of grade-classification because of a lack of related basic data. The research of landscape ecological characteristics for the classification of biotopes could not be completed due to a lack of time and resources, thus the study of ecological landscape characteristics will be accomplished over time.

• 한국경제지리학회지
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• 제12권1호
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• pp.96-110
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• 2009

한국의 급속한 경제성장은 지역간 큰 사회, 경제적 격차를 가져왔다. 과거 여러 정권이 수도권과 비수도권, 영남과 호남간의 격차를 해소하기 위해 여러 가지 정책을 수립, 구사하였다. 그 가운데 노무현 정부는 지역혁신론 및 산업 클러스터론에 기초하여 가장 진보적이고 획기적인 정책을 수립, 추진하였다. 본 연구는 노 정부의 그러한 정책을 소개하고, 대전을 사례로 그러한 국가적 정책들이 지방단위에서 어떻게 구체화되는지를 소개하고, 그 결과를 평가하고자 한다. 이 연구는 노 정부가 짧은 기간에 여러 부처가 큰 예산과 정책 에너지를 투자하면서 경쟁적으로 지역혁신사업을 추진하는 과정에서 예산의 낭비와 정책의 혼선을 초래하였으며, 대전의 경우 역동적인 산업 클러스터를 조성하고자 분야별로 다양한 기업가 모임을 조직하고, 후원하였으나, 추진 기관의 장이 바뀌어 그 사업이 정착되지 못했다고 주장한다.

• 산업클러스터
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• 제2권1호
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• pp.14-27
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• 2008

마이클 포터에 의해 소개된 클러스터는 지난 십여 년간 많은 학자들의 관심과 분석의 대상이었다. 그러나 최근 연구들은 포터가 소개했던 클러스터 개념 이 수정되어야 할 필요성을 제시해 주고 있다. 특히 클러스터가 외부 세계와는 재화와 용역의 수출입만으로 연결된 지리적으로 국한된 지역이라는 개념은 의심의 여지가 충분하다. 지역발전에 있어 관계 중심적 접근은 클러스터 외부의 중요 협력파트너들과의 네트워크를 통해 이루어지는 지식과 정보의 교환이 가지는 중요성을 강조한다. 기업들은 이들 협력파트너들과 다양한 형태의 관계를 형성하는 것이다. 본 논문은 글로벌 네트워크를 중시하는 최근의 추세와 서유럽의 구산업지역인 스코틀랜드의 경험을 바탕으로 기존의 클러스터 개념의 재해석을 시도한다. 스코틀랜드 지역의 클러스터 경험을 평가함에 있어 본 논문은 석유와 가스, 전기 클러스터를 분석한다. 마지막으로 본 논문은 클러스터 정책은 해당 지역이 주요산업 및 클러스터에 대한 오너십과 콘트롤을 충분히 가지고 있을 경우에만 지속적인 효과를 거둘 수 있다고 결론짓는다.

• 산업경영시스템학회지
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• 제40권4호
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• pp.246-252
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• 2017

In the defense acquisition, a company's goal is to maximize profits, and the government's goal is to allocate budgets efficiently. Each year, the government estimates the ratio of indirect cost sector to defense companies, and estimates the ratio to be applied when calculating cost of the defense articles next year. The defense industry environment is changing rapidly, due to the increasing trend of defense acquisition budgets, the advancement of weapon systems, the effects of the 4th industrial revolution, and so on. As a result, the cost structure of defense companies is being diversifying. The purpose of this study is to find an alternative that can enhance the rationality of the current methodology for estimating the ratio of indirect cost sector of defense companies. To do this, we conducted data analysis using the R language on the cost data of defense companies over the past six years in the Defense Integrated Cost System. First, cluster analysis was conducted on the cost characteristics of defense companies. Then, we conducted a regression analysis of the relationship between direct and indirect costs for each cluster to see how much it reflects the cost structure of defense companies in direct labor cost-based indirect cost rate estimates. Lastly a new ratio prediction model based on regularized regression analysis was developed, applied to each cluster, and analyzed to compare performance with existing prediction models. According to the results of the study, it is necessary to estimate the indirect cost ratio based on the cost character group of defense companies, and the direct labor cost based indirect cost ratio estimation partially reflects the cost structure of defense companies. In addition, the current indirect cost ratio prediction method has a larger error than the new model.

• 기술혁신학회지
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• 제17권1호
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• pp.195-218
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• 2014

최근 글로벌 경제위기와 저성장기조의 장기화로 많은 국가에서 경제성장을 위한 중요정책으로 창조경제를 제시하고 있다. 우리나라도 핵심 정책으로 창조경제를 통한 창조산업 육성과 창업활성화, 일자리 창출 등을 주요 정책으로 추진하고 있다. 그러나 국가마다 창조경제에 대한 정의와 추진하는 세부분야가 상이하며, 국가산업단지의 창조경제 및 창조산업 활성화 방안에 관한 연구는 부족한 실정이다. 본 연구에서는 70년대 이후 국가경제에서 중요한 축을 담당하고 있는 구미국가산업단지를 중심으로 창조클러스터로 발전하기 위한 발전방안의 우선순위 및 중요도를 AHP분석을 통해 도출하였다. 분석결과 창조성 촉진 요인이 우선순위가 가장 높게 나타났으며, 창조인프라, 창조네트워크 순으로 나타났다. 이와 같은 결과는 국가산업단지가 국가경제를 지속적으로 견인하기 위해서는 창조성을 촉진하여야 하며, 이를 위해서 창조적 인재양성과 창조적 R&D의 확대가 우선하여야 한다는 것을 의미한다. 본 연구는 국가산업단지를 창조클러스터로 발전시키기 위한 방안을 인프라 등의 하드웨어와 소프트웨어 정책 모두를 반영하여 우선순위를 도출함으로써 정부 및 지역 정책입안자들과 혁신기관에게 성공적인 창조클러스터 구축을 위한 기초자료와 실질적인 정책 가이드로 활용될 수 있다.

• International Journal of Computer Science & Network Security
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• 제22권10호
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• pp.107-112
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• 2022

Nowadays clusters are recognized as an important instrument for promoting industrial development, innovation, competitiveness and growth. An educational cluster is a set of interrelated vocational educational institutions of various levels that are united by industry with each other and are connected by partnership with industry enterprises. This article attempts to develop and describe cluster model of university students' multilingual training. The purpose of this study is to describe multilingual training of university students and their polycultural competencies formation and to define the process of multilingual training in form of a cluster. The authors consider clusters as an integral part of the educational campus within the concept framework of Shadrinsk State Pedagogical University. To determine the essence of the concept of a cluster model of university students' multilingual training, theoretical, empirical, observational, and diagnostic methods were implemented, such as a review of scientific literature, a compilation of best practices, observation, statistical methods, etc. The authors analyzed the programs of partner universities and organized international webinars and internships for bachelors and masters abroad and developed online courses "Foreign language for undergraduate students and masters". Experimental data obtained during the implementation of cluster training show the effectiveness of the formation of students' polycultural competencies.

• 유통과학연구
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• 제13권4호
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• pp.29-33
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• 2015

Purpose - This paper aims to explain the interactive relationship between small and medium-sized enterprises' clusters and regional economic growth, with Jiangsu Province as an illustrative example. It focuses on studying the promotional effects, if any, of small and medium-sized enterprises' cluster-development on regional economic growth, and vice-versa. Research design, data, and methodology - Data were collected from the Jiangsu Statistical Yearbook and the China Industrial Economic Statistical Yearbook, by selecting 26 industries as the research subjects. The sample interval selection is 1981-2012. The data were analyzed with the dynamic panel system using stata 12.0. Results - 1) The small and medium-sized enterprises' cluster degree and Jiangsu's economic growth have a long-term stable equilibrium relationship. 2) In the short term, they have a dynamic adjustment 3) The enterprises' cluster degree leads to regional economic growth in Jiangsu, but not vice-versa. Conclusions - Small and medium-sized enterprises' clusters have an important promotional effect on Jiangsu's economic growth, especially industries with high degree of agglomeration. Therefore, the formation of these clusters can significantly improve economic growth.