• Proceedings of the Korea Information Processing Society Conference
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• 2009.11a
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• pp.115-116
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• 2009

EDA는 실시간으로 데이터를 이벤트 형태로 처리할 수 있는 아키텍처로, 최근에 이르러 금융, 공공 분야뿐만 아니라 유비쿼터스 산업과 같은 새로운 산업 분야에 다양하게 활용되고 있다. 본 논문에서는 u-Healthcare 영역에 EDA 활용할 수 있는 방법을 제안하였으며 대표적인 EDA 솔루션이 의료 분야에 적용된 사례를 제시하였다.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.26 no.1
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• pp.64-69
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• 2022

Commercialization of public technology is the transfer of government-led scientific and technological innovation and R&D results to the private sector, and is recognized as a key achievement driving economic growth. Therefore, in order to activate technology transfer, various machine learning methods are being studied to identify success factors or to match public technology with high commercialization potential and demanding companies. However, public technology commercialization data is in the form of a table and has a problem that machine learning performance is not high because it is in an imbalanced state with a large difference in success-failure ratio. In this paper, we present a method of utilizing CTGAN to resolve imbalances in public technology data in tabular form. In addition, to verify the effectiveness of the proposed method, a comparative experiment with SMOTE, a statistical approach, was performed using actual public technology commercialization data. In many experimental cases, it was confirmed that CTGAN reliably predicts public technology commercialization success cases.

• Knowledge Management Research
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• v.19 no.2
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• pp.1-19
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• 2018

This study aims to identify the causal relationship among public technology transfer, technological performance, and research and development (R&D) productivity. Using the impulse-response function(IRF) of a panel vector autoregressive model (panel VAR), this study suggests the results of how long the factors such as technological performance (patent), public technology transfer, and R&D productivity takes and lasts if a one-unit shock of standard deviation occurs. As a result, first, the increase of public technology transfer activities has no power to increase the technology performance but improve the R&D productivity. If the public institute increases its technology transfer activities by one unit, the R&D productivity will increase within five years. Second, the impact of increasing technological performance on improvement of public technology transfer and R&D productivity is an insignificant. Third, the effect of R&D productivity on the public technology transfer creates a substantial reaction after a current time. Considering the structural relationships among public technology transfer, technological performance, and R&D productivity, if policy makers intend to construct the active R&D circumstance, technology suppliers should be motivated to run the active R&D mechanism because they achieve gains.

• Korean Management Science Review
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• v.25 no.3
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• pp.13-26
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• 2008

We investigate the effect of government and public sector R&D Investment at IT Industry on the amount of Production, export and nongovernment R&D Investment at IT Industry. We, firstly, examine the stationarity of each variable by the unit root t-test and perform the co-integration test for the pairs of variables. We use YECM(Vector Error Correction Model) according to the results of co-integration test for the examination of Granger-causality between variables. It is found that there exist an Granger-causality between public sector R&D Investment and nongovernment R&D investment and also between public sector R&D Investment and export. Secondly, we analyze the impulse response of government and public sector R&D Investment at IT Industry on the amount of production, export and nongovernment R&D investment at IT Industry based on VECM model. It is found that the response of the amount of production is highest at 3th period and is lowest at 8th period and that of export shows similar pattern.

• Journal of Korea Technology Innovation Society
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• v.11 no.4
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• pp.639-670
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• 2008

The BSC which was proposed by Kaplan and Norton, is being used as a general performance measurement tool in various firms and industries. BSC approach links strategic objectives with specific operation indices and it can efficiently evaluate the attainment of the goals of the firm. This study is a BSC based case of the government R&D institute which is staffed with knowledge experts in the research areas. In order to bring a major change to a public research organization and shape a strategy focused organization, it is essential to understand the proper methodology of the whole construction process of BSC from the mission of the institute through the establishment of vision and strategic direction, KPI building, and a strategy map set, to the implementation of the BSC monitoring system. By investigating the application process, in this research we intend to provides useful implications in the BSC construction process of public research agencies.

• Proceedings of the Korea Technology Innovation Society Conference
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• 2015.05a
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• pp.324-328
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• 2015

• Journal of Korea Technology Innovation Society
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• v.16 no.1
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• pp.176-198
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• 2013

Preliminary feasibility study(PFS) was introduced in 1999 by financial authority to encourage a cautious approach to new large-scale public investment project. As it applied cost-benefit analysis as prime measure for decision-making, various issues have been arisen concerning feasibility analysis on R&D programs. This work is intended to suggest standard approaches to be established in PFS on R&D program as follows: 1. The issue questions can be induced in a standard way by 15 representative questions and their correlation with evaluation criteria. 2. The analyzing strategy can be standardized by establishing standards for classification of R&D effects and R&D logic analysis.

• Journal of Technology Innovation
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• v.19 no.3
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• pp.31-55
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• 2011

The aim of this paper is to make embodiment and structure of the mission concept, named mission construct, in the National R&D Programs as an effective tool which manages the life-cycle processes and examines their validity and duplication problems. While it is generally accepted the premise that the mission is the fundamental reason for being in planning and implementing a public program, its role is being overlooked because of its vagueness and abstractness. To derive the mission construct of a program level, existing literature on corporate/organization missions and their components is examined. The study identifies and proposes the following four dimensions and their attributes: raison d'etre, program definition, program identification and program goals.

• Proceedings of the Korean System Dynamics Society
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• 2007.11a
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• pp.49-65
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• 2007

Nowadays almost nations try to promote the competition of nation through the development of national science technology. Also Korea has been engaging in this race of through public research & development institute. But recently the commercialization of R&D products appears a poor result in the royalty of technology according weak technology transfer toward IT small and medium-sized enterprises. Even If we have been trying to find the problems and causes, as yet it is true that we don't solve clearly the problem, make a diagnosis about it. This paper analyzes the process of commercialization in public R&D research institute(ETRI: Electronics and Telecommunications Research Institute) through system thinking and researches an interrelationship among government agency, public R&D research institute, and enterprise. This one can find the fact that between research fund and R&D products, transfer technology and royalty, and enterprise's operating profit and active technology transfer like adding technology development is a positive feedback loop. This positive feedback loop in the commercialization of public R&D research institute carries out very important role in examining problems in R&D product's commercialization. Also this paper looks forward to being a guide in the commercialization of public R&D research institute.

• Proceedings of the Korea Technology Innovation Society Conference
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• 2017.11a
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• pp.689-696
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• 2017

4차 산업혁명의 도래와 더불어 ICT 기계, ICT 금융, ICT 의료, ICT 나노 등과 같이 기술분야별 영역의 장벽이 허물어지고, 학제간 연구(Interdisplinary Research)가 일상화됨에 따라 국가 R&D 과제도 융합기술의 형태로 진화, 발전하고 있다. 부처별 R&D 과제의 결과물에 대한 성과평가는 현 시점에서 정성 평가지표에 대한 전문가의견법 결과를 참조하고 있으며, 일부 과제에 있어서 특허의 상태적 우위도(등급화) 결과를 반영하는데 머물러 있다. 본 연구에서는 과거 3~5년전 기술가치평가가 수행된 정부 R&D 과제에 대해, 가치평가 결과를 매출발생 시점 이후의 매출액 증감분과 비교 분석하여 시사점을 얻고자 한다. 특히 ICT 분야 R&D 과제로부터 산출된 기술적 성과(특허 10건 선정)에 대해, 해당 기술을 사업화한 주체(기업)의 매출액 실적을 비교하여 상호 관련성을 파악하고, 공공 R&D 과제의 평가관리 체계에 포함할 수 있는 실질적 개선 방안을 제시한다. 본 연구에서 제안된 기술가치평가 모형 및 참조정보 활용방안은 R&D 평가년도의 성과물에 대한 경제적 가치 수준 파악을 할 수 있는 평가툴이 되는 동시에, 차년도 국가 R&D 과제에 지원한 우수 기술 보유 기관의 미래 수익성을 파악하여 과제선정의 객관성을 높일 수 있는 정보지원툴로 활용할 수 있을 것으로 기대된다.