• Journal of the Korean Operations Research and Management Science Society
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• v.41 no.2
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• pp.17-33
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• 2016

Clustering is one of the leading methods to analyze big data and is used in many different fields. This study deals with Clustering Validity Index (CVI) to verify the effectiveness of clustering results. We compare the performance of CVIs with business applications of various field. In this study, the used CVIs for comparing performance are DU, CH, DB, SVDU, SVCH, and SVDB. The first three CVIs are well-known ones in the existing research and the last three CVIs are based on support vector data description. It has been verified with outstanding performance and qualified as the application ability of CVIs based on support vector data description.

• STI Policy Review
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• v.8 no.2
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• pp.94-109
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• 2017

Entrepreneurship is a creation of new combinations of goods and services. Today, every aspect of business operations has been changing, which we call development. The conventional business included production and manufacturing of goods and serving things the customer needed. Today, the business has changed form so that the demands of customers are shaped by the good or service which has been created by the businesses. Entrepreneurship in Mongolia is not a new concept but nowadays the number of entrepreneurs in Mongolia has grown sharply. Mongolia was a nomadic culture during its history and is probably the only nomadic culture left in the world today. Mongolian herders are the largest and the most powerful representation of successful entrepreneurs in Mongolia. Another practice of herders in the world are in Australia. Along with a comparison of the policy and government support system of Australia, this study intends to assess how 6 factors of the entrepreneurial ecosystem fit herders in Mongolia. As a result of this assessment, we propose policy to support the entrepreneurial mechanism of herders and identify cultural factors which support the existence of herding.

• Asian Journal of Business Environment
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• v.13 no.4
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• pp.1-6
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• 2023

Purpose: To explore the application prospect of support vector machine (SVM) in supply chain management and its practical application in supply chain performance evaluation practice. Research design, data and methodology: This paper establishes the performance evaluation index system of supply chain management according to the balanced scorecard (BSC) theory, and establishes the SVM model of supply chain management performance evaluation based on the SVM principle. Results: The performance evaluation results of the supply chain of an electric power equipment Co., Ltd. in Harbin established by using the model are consistent with the actual situation, which indicates the nature and accuracy of the possible reflection of the established supply chain performance evaluation model. Conclusions: The results show that SVM model can be used to evaluate enterprise supply chain management performance indicators, and can improve enterprise supply chain management performance, thus demonstrating the effectiveness of the model.

• Proceedings of the Korean Society of Computer Information Conference
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• 2024.01a
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• pp.473-474
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• 2024

대표적인 분만 취약지 중 경상북도와 경상남도, 전라남도의 의료, 교육, 교통, 출산 지원 데이터를 분석하여 '육아가능인구'에게 유용한 정보를 제공하고 저출산과 지역별 육아 인프라 격차에 대한 긍정적인 해결책을 제안하는 것을 목표로 한다.

• Asia-Pacific Journal of Business Venturing and Entrepreneurship
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• v.17 no.6
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• pp.141-158
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• 2022

This study identifies related factors by analyzing the effects of the psychological characteristics and competency factors of traditional market merchants on business performance, and at the same time verifies the moderating effect of government support policies. The research focus was on verifying the causal relationship. This study was conducted targeting the representative traditional market merchants in the metropolitan area who have experience in traditional market specialization projects or are currently in the process of specialization projects. An empirical study was performed based on the collected data. The analysis results are as follows. First, it was found that self-esteem as a psychological characteristic factor of merchants, customer management competency as merchant competency, and informatization capability had a significant positive (+) effect on financial performance among business performance. Second, as a result of examining the moderating effect of government support policies, it was found that product capability had a significant positive (+) effect on financial performance among business performance. It was found that self-esteem and product competency had a significant positive (+) effect on the will to continue business among business performance. The practical results of this study are the research papers to measure the business performance of traditional market merchants using the government support policy as a moderating variable, using the psychological characteristics and competency factors of traditional market merchants as independent variables. For this purpose, it will be positively evaluated that the psychological characteristics of merchants and merchant competency factors affect business performance, and that meaningful research results are derived by analyzing the moderating effect of government support.

• Journal of Korea Technology Innovation Society
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• v.2 no.3
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• pp.1-18
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• 1999

The purpose of this research is to analyze the influence of the factors on the performance of na-tional R&D support program. A LISREL model was employed to analyze the relationship between the factors and the performance which was measured in the technological and commercial aspect. The result of the study reveals the R&D management business administration the age and the size of the company industry domain are the factors whose relationship with the performance are sta-tistically significant.

• The Journal of Small Business Innovation
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• v.21 no.1
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• pp.15-26
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• 2018

SMEs need a strategy to respond to rapid changes in the global business environment of the Fourth Industrial Revolution. In order to overcome such a business environment, SMEs must concentrate on the core competency. Because of the structural characteristics of SMEs, government support is very important, as it is difficult for SMEs to carry out the entire supply chain role. The support of GRIs is very important for ensuring competitiveness through technological innovation of SMEs. Recently, the construction of SMEs network for business expansion is demanded. SMEs can form networks to induce synergistic effects. In order to secure the competitiveness of SMEs by utilizing the advantages of mutually cooperating networks, the necessity of cooperation of SMEs is increasing. The government has proposed various support programs to support network cooperation. In this research, in order to derive an effective strategy of the SME support program, we analyzed the difference in necessity and satisfaction of the GRIs support program. We analyze the differences between government policies and perceptions for SMEs and to derive strategies for supporting SMEs in a systematic approach for the development of SMEs. In a situation where research to revitalize SMEs is insufficient, in consideration of the market demand of SMEs, we grasp the problems of the current system and try to guide improvement strategies. Also, we suggest policies that can derive and utilize support strategies for SMEs. From a long-term perspective, research related SMEs must be conducted and a sustainable support program for SMEs must be developed.

• Journal of Distribution Science
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• v.14 no.11
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• pp.75-82
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• 2016

Purpose - In order for actively pursuing medium and long term policies of Gangwon region to be effectively and efficiently driven, efficacious and practical development strategies are needed. In terms of regional revitalization in most regions that are dependent on the primary industry like Gangwon-do Province, the maintaining of local community becomes difficult and there are limitations on the support from the central government and local governments. Therefore, local communities need to implement measures not only to be financially independent but also maintain and activate themselves. And community business can be adopted to be a proper strategy to cope with this change. This study drew importance of a community business model appropriate for Gangwon-do region to figure out success factors. Research design, data, and methodology - This study aimed to come up with importance of community business model for Gangwon-do region by using AHP Method. AHP Method, which was developed by Professor Saaty in 1970', is a methodology to simplify complex problems for a rational decision making. A survey targeting related public officials and expert group was carried out and a total of 30 questionnaires were collected for the analysis. Results - Analysis model used in this study was to prioritize community business models of Gangwon-do region. The second hierarchy was divided according to local restoration type, local resource utilization type, environment improvement type, and life support type. The third hierarchy consisted of 5 items such as network, the middle structure, program, government support, and human resources to measure each importance. As a result, in the second hierarchy, local resource utilization type had the highest importance. In the third hierarchy, the middle structure had the highest importance, followed by government support, program, network, and human resources. Collectively, the results suggested that important critical factors of community business model of Gangwon-do region was the importance of local resource utilization model and the middle structure. Conclusions - Not only should projects that are already operating in the region but next community business projects that are planning in the Gangwon-do region should be practically operated in view of the importance and the models derived from this study.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.11 no.6
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• pp.2030-2037
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• 2010

In this study, We will find approach to improve the efficiency of business support policies for small-medium enterprises(SMEs) in the regional strategic industries. Especially, based on the customized needs of SMEs in strategic industries, we intend to find directions of the business support policy. we can use the decisions criteria(for example, business strategy, business portfolio, effective budget allocation, core business plans, etc.) by research results. To achieve the research objectives, we surveyed from 243 SMEs in regional strategic industry. we found the differences of industry characteristics, strategy and industry-specific by growth stages. Thus, this result implies the necessity of creating a customizing policy for SMEs. We found implications about the efficiency improvement of regional industrial policy. In conclusion, regional industrial policy must reflect the central government's policy direction of regional industries and the demand of SMEs.

• Journal of Family Resource Management and Policy Review
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• v.5 no.1
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• pp.61-78
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• 2001

This study intends to provide the groundwork for an establishment of women entrepreneur policy and the guidelines for start-up of women-owned business. The findings of the study are as follows; Women starts business for a financial reasons and this makes up 26 percent, which ranked the highest of respondents motive for starting up a business. The double labor - due 새 the practice of housework and running a business simultaneously - forms 19.6 percent of the bottleneck in operating business. In addition, the worst financial strain, 43 percent, occurred during the business preparatory period. As the entrepreneurship is higher, they are more backed up with support in education and training. In addition, annual net profit of business operated by the older age group is relatively greater. The firm performance is greater as she holds a higher academic degree. As the goal of annual net profit is higher that is set up before the start-up, the net gain turns out to be greater in actual operation, thus resulting in greater effects. The study shows that when they received economic aid, the initial capital had been greatly affected The younger age group makes up the higher percentage of support in education and training. After considering all the findings collectively, the conclusions are as follows; First, the firm performance is affected by the entrepreneurship, schooling, age, and the goal of the female entrepreneur. Second, a support in education and economic does not have a direct effect on the firm performance. However, the study reveals that the entrepreneurship of those who received educational support is higher than that of those who did not. Third, the in-depth interview reveals the facts that how they had been brought up and how the role of the family had a significant effect on their management of business.