• Proceedings of the Korea Inteligent Information System Society Conference
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• 2005.11a
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• pp.258-263
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• 2005

Haplotype-based analysis using high-density SNP markers have gained a great attention in evaluating genes in gene analysis and various clinical situations. However, there has been no research on disease diagnostic modeling based on SNPs analysis to our knowledge. The purpose of this study is to explore how knowledge discovery techniques are applied in medical informatics area and proposes a Case Based Reasoning (CBR) technique for diagnosis of gastric caner using Single Nucleotide Polymorphism(SNP).

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2016.10a
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• pp.347-350
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• 2016

Analysis of vulnerability of the software for risk. The weakness of the software material, the importance of strengthening security in accordance with financial damage occurred is emerging. There is a potential risk factor not only from the case, the manufacturing to use the software company that appropriate to use a software business and personal risk of loss to size.In this paper due to diagnose and vulnerabilities in software, diagnosis, the curriculum and to cultivate a diagnostic guide, and security vulnerabilities in software.Proposal system for increased.

• Journal of the Korea Convergence Society
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• v.6 no.4
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• pp.139-146
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• 2015

WSN has been utilized in various directions from basic infrastructure of environment composition to business models including corporate inventory, production and distribution management. However, as energy organizations' private information, which should be protected safely, has been integrated with ICT such as WSN to be informatization, it is placed at potential risk of leaking out with ease. Accordingly, it is time to need secure sensor node deployment strategies for stable enterprise business. Establishment of fragmentary security enhancement strategies without considering energy organizations' security status has a great effect on energy organizations' business sustainability in the event of a security accident. However, most of the existing security level evaluation models for diagnosing energy organizations' security use technology-centered measurement methods, and there are very insufficient studies on managerial and environmental factors. Therefore, this study would like to diagnose energy organizations' security and to look into how to accordingly establish strategies for planning secure sensor node deployment strategies.

• Asia-Pacific Journal of Business Venturing and Entrepreneurship
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• v.8 no.3
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• pp.27-37
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• 2013

In recent, Korean government TF Team announced new entrepreneurship policy of establishing virtuous cycle in high-tech venture startup financing ecosystem with emphasizing on 'boosting up angel investment and M&A.' This policy is brought not only to come up with the previous policy defects of creating less creative starts-up despite that government has put die-hard efforts, such as big chunk of budget dumping and policy preference, to promote high-tech starts-up since the year of 1997, but also to found right momentum of shifting entrepreneurship policy paradigm from government-direct to entrepreneur into indirect via utilizing the market forces. In particular, this policy puts a highlight on promoting angel investment, representing unfolding red carpets for creative economy. However, this policy confront critical fatal flaws such as a serious lacks of business angels which carry out the core function of government policy. In worse off, business angels cannot be raised up in short term period by taking other practical entrepreneurship ecosystem cases. As alternative, this paper propose the raising-up over entrepreneurship facilitators with having angel investing potentials in short term. In specific, this paper suggest the training methodology over the previous BI manager, passive simple angel investors, and consultants in entrepreneurship for embedding entrepreneurship facilitators. This paper carries four different specific studies. First, this paper implement literature review for entrepreneurship policy with respect to evaluating the previous entrepreneurship policies and making a diagnosis over its consequences. Second, it carries theoretical literature reviews relating to Korean angel investment and business incubation. Third, it proposes the concept of entrepreneurship facilitators. Fourth, it brings the alternatives of raising up entrepreneurship facilitators.

• Journal of Global Scholars of Marketing Science
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• v.9
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• pp.77-99
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• 2002

As current business environment is experiencing radical changes, interest in brands has increased theoretically and practically. The growing interest in brands creates the need for brand equity measurement and management models that help companies manage and fortify brands continuously. Given the situation, this study analyzes effects of brand equity on purchasing behavior of consumers. Outcomes of this study can be employed as integrated brand management system in order to satisfy corporate needs for systematic brand management. This model has been developed in an effort to transcend varied limitations of other previous studies and existing models. Consequently, the practical value of this model is highly expected. Beyond the mere concept of brand for establishing differentiated position against competitors, contents of the study cover extended forms of brand equity and brand performance. This model has been tested through practical applications of fifteen brands from three product categories. Despite several disparities among the categories, the study has revealed that the overall market performance of the brands is correlated with the brand power and other factors in the model. As the importance of brands is growing, brand management is an essential step for power branding. And brand management requires extensive brand diagnosis. The practical results of this study indicate that companies should put an emphasis on brand-oriented management as core strategy of their business.

• Asia-Pacific Journal of Business Venturing and Entrepreneurship
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• v.15 no.5
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• pp.99-112
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• 2020

This study empirically analyzed the relationship with major influencing factors in enhancing innovation capability of start-ups and their influence on innovation performance. If the existing innovation competency studies were analyzed from a general corporate perspective, In this study, it was analyzed from the perspective of start-up companies with less than 7 years of founding. As a result of a survey on startups, learning competency among the sub-variables of innovation competency, R&D competency and marketing competency are significant positive (+) consistent with both organizational competence related to organizational culture and organizational goals, technology commercialization competency, and close product competency. Has been shown to affect. The technical competence part does not have a significant effect on the product competency. However, it could not be interpreted that the importance of these competencies was low. This is because although technical competence did not directly affect product competency, it was analyzed as a meaningful result in relation to R&D competency. In addition, the characteristics of the company were classified into technology orientation and market orientation, and the relationship between each sub-variable was analyzed. The technical competence of a technology-oriented company did not have a significant effect on the product competency, but it was found that it had an effective effect on the R&D capacity. It is also consistent with the research findings that the initial survival rate is low as the characteristics of start-ups are often based on technology and ideas. Based on these results, There is a difference in major innovation capabilities according to the growth stage of a company. From a practical point of view, I would like to present approaches and implications for strengthening the competence of start-ups.

• Korean Journal of Oriental Medicine
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• v.9 no.1
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• pp.35-50
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• 2003

In Korean traditional medicine, there are 4 major diagnoses. They are 'Mang (Watching)', 'Mun (Listening)', 'Mun (Asking)', and 'Jeul (Touching)'. These ways are closely related to each other. Among the four, 'Jeul' is the most famous one because it is the final way of checking the pulse for the cure. Pulse checking has been used as an essential way of diagnosis, but there are some difficulties in doing so in the business matter. To overcome these problems the theories should be studied profoundly and heterogeneously. More importantly, these endeavors must be pursued on the basis that pulse-checking must be. done along with other diagnostic ways to diagnose more precisely and practically. Therefore, I want to study and analyze the pragmatic ways to help the business field. Wang Suk-Hua(王叔和) arranged the methods and theories of 'pulse-checking' that was used before Nea-kyung. The book is called Maek-kyung. But this is too complicated to use in the field. As a result Maek-kyul(脈訣) which is made of songs that help to memorize and practice was gain more popularity than the ${\lceil}$Maekkyung(脈經)${\rfloor}$ itself. But the songs are so simple and compact that the offsprings annotated this book again and made books consist of these annotations. Among these books ${\lceil}$Chandobangronmaekkyulgipsung(纂圖方論脈訣集成)${\rfloor}$(1349) which was written in Won(元) dynasty was imported to Cho-sun(Korea) and used as the most important book on pulse-checking. So I will study ${\lceil}$Maekkyul(脈訣)${\rfloor}$ which contains the essence of ${\lceil}$Chandobangronmaekkyulgipsung(纂圖方論脈訣集成)${\rfloor}$. And I will also study ${\lceil}$Dojumaekkyul(圖註脈訣)${\rfloor}$ and ${\lceil}$Maekkyulyouhae(脈結乳解)${\rfloor}$ as conference. The former, written by Jang-sae-hyun(張世賢), contains narrative paintings and prescriptions according to pulses. And the latter, written by Wang Bang-bu(王邦傅), contains criticism of earlies annotations along with his own theory. ${\lceil}$Chandobangronmaekkyulgipsung(纂圖方論脈訣集成)${\rfloor}$ was chosen as a text book of medical examination according to ${\lceil}$Kyungkukdaejun(經國大典)${\rfloor}$ and had been used during Cho-sun, dynasty after closely corrected by Heo Jun(許浚). It means, during Cho-sun Dynasty, everyone who wants to become doctor had studied pulse-checking through this book, and also means Cho-sun medicine emphasizes practicality. This book and the pulse-checking part of ${\lceil}$Dongeibogam(東醫寶鑑)${\rfloor}$, which published later, made the main frame of pulse-checking during Cho'sun Dynasty. As above, studing ${\lceil}$Chandobangronmaekkyulgipsung(纂圖方論脈訣集成)${\rfloor}$ which was major textbook of pulse-checking in Cho-sun, helps to study pulse checking itself as an important way of diagnosis in Korean traditional medicine. And more than that it helps us to understand. the. practical development of pulse-checking dyring Cho-sun dynasty. With these reasons I studied ${\lceil}$Chandobangronmaekkyulgipsung(纂圖方論脈訣集成)${\rfloor}$ conferring ${\lceil}$Dojumaekkyul(圖註脈訣)${\rfloor}$ and ${\lceil}$Maekkyulyouhae(脈結乳解)${\rfloor}$ to understand ${\lceil}$Maekyung(脈經)${\rfloor}$ which is practical book of pulse-checking. During so I got some achievements and I report it as. follows.

• Journal of Intelligence and Information Systems
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• v.14 no.2
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• pp.193-206
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• 2008

Medical diagnosis can be considered a classification task which classifies disease types from patient's condition data represented by a set of pre-defined attributes. This study proposes a hybrid genetic algorithm based classification method to develop classifiers for multidimensional pattern classification problems related with medical decision making. The classification problem can be solved by identifying separation boundaries which distinguish the various classes in the data pattern. The proposed method fits a finite number of regional agents to the data pattern by combining genetic algorithms and local adaptive operations. The local adaptive operations of an agent include expansion, avoidance and relocation, one of which is performed according to the agent's fitness value. The classifier system has been tested with well-known medical data sets from the UCI machine learning database, showing superior performance to other methods such as the nearest neighbor, decision tree, and neural networks.

• Convergence Security Journal
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• v.19 no.4
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• pp.3-12
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• 2019

The outflow of defense technology can cause serious damage not only in terms of business losses, but also in terms of national security and national interests. Recently, the government has enacted the Defense Technology Security Act, recognizing the importance of technology in the defense industry, and prepared guidelines for the defense technology security accordingly. According to the law, institutions and companies with defense technologies should establish a defense technology protection system, and the government should implement various technology protection policies to improve their level of technology protection. In this study, the implications were derived by comparing existing technology protection guidelines and priority analysis was performed on the protection system details through AHP for self-diagnosis items in the defense technology security guidelines. As a result, it is expected that it will enable efficient diagnosis of the level of protection and policy support for the systematic establishment of the protection system for the target institutions.

• KSCE Journal of Civil and Environmental Engineering Research
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• v.41 no.4
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• pp.449-459
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• 2021

More than 80 % of agricultural reservoirs are old facilities over 50 years old, and safety and function declines occur. As a result, safety accidents such as the collapse of the reservoir have occurred. Precise safety diagnosis is conducted in advance to prevent accidents such as reservoir collapse, and Water resources facility improvement project are implemented based on priority. However, the priority of the business is selected based on the subjective judgment of the facility manager. In this study, we set 80 hypotheses based on the results of precision safety diagnosis and decision-making examples of existing Water resources facility improvement project and selected 45 variables using correlation analysis and significance test. Using logistic regression analysis, the final 21 variables were selected and a decision support model was presented, and the classification accuracy of the model was 86.8 %. In this research, the part that presented the quantitative index for decision support when selecting the Water resources facility improvement project has important significance.