• Proceedings of the Korea Information Processing Society Conference
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• 2021.11a
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• pp.462-465
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• 2021

본 연구는 최근 ICT분야 R&D 동향을 파악하기 위하여 NTIS에서 제공하는 국가연구개발사업 과제정보를 텍스트 마이닝 기법을 통해 분석하였다. 2017년부터 2020까지의 과제 정보에서 키워드를 추출하고 연결 관계 마이닝을 통해 키워드 네트워크를 시각화하였다. 분석 결과는 다음과 같다. 첫째, 정보통신 각 분야에서 핵심 연구주제가 기술의 발전에 따라 변화하고 있음을 관찰하였다. 둘째, 키워드 네트워크 상에서 허브 역할을 하는 키워드를 통해 분야 간 융합의 매개 기술을 파악할 수 있었다. 마지막으로, 연도별 키워드 네트워크를 비교·분석함으로써 새롭게 등장하거나 연결 상태의 변화를 보이는 이머징(Emerging) 키워드를 통해 미래 유망 기술이나 최신 연구 방향성을 감지할 수 있음을 보였다.

• Proceedings of the Korean Information Science Society Conference
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• 2010.06c
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• pp.144-147
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• 2010

현재 국가과학기술지식정보서비스는 15개 부처 청과의 연계를 통해 과제, 인력, 장비 기자재, 성과 등 국가R&D사업정보를 한 곳에서 서비스한다. 그러나 실시간 정보 수집율이 저조함에 따라 당해연도 과제정보에 대한 서비스가 다소 제한적으로 제공된다. 본 연구에서는 현재의 국가R&D정보 수집체계에 대한 현황을 분석하고, 이를 토대로 실시간 수집율 제고를 위한 정보연계확대 및 개선방안을 제안한다. 또한 본 논문에서 제시한 실시간 연계체계 확대 방안에 따른 기대효과를 논의한다.

• Proceedings of the Korean Information Science Society Conference
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• 2010.06c
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• pp.99-104
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• 2010

정부는 미래의 성장잠재력을 확충하기 위해 국가경쟁력의 핵심인 과학기술에 대한 재정투자규모를 지속적으로 확대하고 있다. 지속적인 R&D투자 확대의 결과로 국가 중요핵심기술 개발이 활발히 이루어지고 있어, 이에 대한 보안관리 또한 중요시 부각되어 금년부터 국가과학기술위원회는 조사 분석 시 보안과제 현황을 조사하는 등의 노력을 기울이고 있다. 그러나, 보안과제의 경우 엄격한 보안대책 요구등의 행정부담 증가의 이유로 인하여 활성화되지 못하고 있는 실정이다. 이에 본 논문에서는 '09년도 보안과제에 대한 현황분석 및 연구 애로사항을 조사하고, 보안과제에 대한 일선 연구자들의 적극적인 참여를 유도하기 위한 핵심 지원방안을 AHP(Analytic Hierarchy Process) 기법을 통하여 설계하여 보안과제 활성화를 위한 주요 의사결정의 도구로 활용한다.

• Journal of Digital Contents Society
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• v.12 no.4
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• pp.457-465
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• 2011

The annual R&D investment in Korea increased by an average of 12.2percent during the last 5 years. Therefore, prevention of duplicate projects being performed became an important factor in promoting the efficiency of R&D investment and the originality of R&D projects. On measuring the similarity of projects, the measurement model used to estimate the accuracy of the similarity is crucial. In this paper, we propose an advanced measurement model on checking the similarity of R&D projects for promoting the efficiency of R&D investment. The proposed model is made up of the following steps for the model measurement, sampling and analyzing. During the sampling step, we append the abstract of R&D reports on the search engine based on document vector. We then measure the similarity on projects to use research title network which is consists of the compound keyword and the weight of items on during the analysis. The proposed method improved the accuracy for measuring the similarity of projects by an average of 0.19 over the existing search engine and by 9.25 over the simple keyword search on R&D projects. On searching the similarity with the appending conditions and high sampling, it improved the accuracy of measuring the similarity of R&D projects.

• Proceedings of the Korea Technology Innovation Society Conference
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• 2003.05a
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• pp.121-128
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• 2003

The paper analysed R&D budget expenditure behaviors of those projects supported under the Industrial IT R&B Program in 2001 and found out relationship between evaluation scores of each project and its expenditure behavior. The study shows significant differences in expenditure behavior between project groups with higher scores and with lower ones. Based on the findings, the paper raises a few suggestions on program management techniques to increase outcome of the program.

• Journal of Industrial Convergence
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• v.20 no.7
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• pp.1-11
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• 2022

In this paper, numerical values are derived using topic modeling among data-based evaluation methodologies discussed by various research institutes. In addition, we will focus on the ICT field to see if there is a difference in policy perception between the national R&D project and standing committee. First, we create model for classifying ICT documents by learning R&D project data using HAN model. And we perform LDA topic modeling analysis on ICT documents classified by applying the model, compare the distribution with the topics derived from the R&D project data and proceedings of standing committees. Specifically, a total of 26 topics were derived. Also, R&D project data had professionally topics, and the standing committee-discuss relatively social and popular issues. As the difference in perception can be numerically confirmed, it can be used as a basic study on indicators that can be used for future policy or project evaluation.

• Proceedings of the Korea Contents Association Conference
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• 2007.11a
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• pp.70-74
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• 2007

National R&D Projects provide the central axis to weave the valuable information derived from variable projects and their participants. Thus to efficiently manage and utilize the National R&D information, the project-oriented management system has to be established and its information must to be articulated with each other. Using the connected relations the system can provide an efficient way to easily gain and share the information. To do this the National R&D information management systems and the identifier management system must to be builded and the common services and functions connecting the systems have to be provided. On this study, by defining these constituents and their relationships we're going to establish the base of promotion of National R&D Information utilization.

• Journal of Internet Computing and Services
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• v.22 no.5
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• pp.47-55
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• 2021

Analysis of research trends in specific subject areas is performed by examining related topics and subject changes by using topic modeling techniques through keyword extraction for most of the literature information (paper, patents, etc.). Unlike existing research methods, this paper extracts topics related to the research topic using the LDA topic modeling technique for the project information of national R&D projects provided by the National Science and Technology Knowledge Information Service (NTIS) in the field of artificial intelligence. By analyzing these topics, this study aims to analyze research topics and investment directions for national R&D projects. NTIS provides a vast amount of national R&D information, from information on tasks carried out through national R&D projects to research results (thesis, patents, etc.) generated through research. In this paper, the search results were confirmed by performing artificial intelligence keywords and related classification searches in NTIS integrated search, and basic data was constructed by downloading the latest three-year project information. Using the LDA topic modeling library provided by Python, related topics and keywords were extracted and analyzed for basic data (research goals, research content, expected effects, keywords, etc.) to derive insights on the direction of research investment.

• Journal of Korea Society of Industrial Information Systems
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• v.14 no.3
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• pp.58-75
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• 2009

As practicalization and commercialization of the technologies invented from the national R&D(Research & Development) project has been emerging as an important issue, the need for a tool for R&D project management has been increased. Technology Readiness Levels model(TRL) has currently been used for R&D project management because it provides distinctive definition of the nine levels in the progress of technology development starting from the basic research level to the utilization level. However, it is difficult to adopt the model for a large-scale national R&D project in which multiple research projects are involved simultaneously. In addition, TRL demands evaluation of research projects done by relevant experts and offers no specific measures determining the level of technology development. This study uses Delphi method to develop the measurement system helping to determine technology readiness levels for the technologies invented in a large scale national R&D project. The proposed model includes definition and measurement scles for each level in TRL.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2002.11a
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• pp.86-90
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• 2002

IT분야에 대한 정부의 각종 R&D사업 수행 시 과제 선정 및 연구결과에 대한 평가의 투명성, 객관성 및 효율성을 확보하여 사업의 신뢰성을 확보하고 성과를 제고하여야 한다. 1999년 대학기초연구지원 사업에 시범적으로 적용한 전자평가시스템 개발 내용과 그 결과를 위원회 평가와 비교 분석하였다. 1999년에 처음 시도한 전자평가시스템은 과제 제안자 관점에서는 과제접수가 용이하고, 과제 공고부터 결과 정리 시 소요되는 총 소요기간 단축으로 과제 선정을 조속히 확정 가능하여 대민 서비스 제고 차원에서 유용한 평가시스템으로 판단되며, 과제 관리 차원에서도 총 평가비용의 30% 정도의 예산절감 및 10배정도 업무량의 감소 효과를 주는 것으로 분석되었다. 이와 같은 결과를 바탕으로 전자평가시스템이 적용 가능한 사업을 발굴하여 점진적으로 확대 적용하는 것이 타당하며 향후 추진 과제로 산업체가 제안하는 과제내용이 제안자 동의 없이 외부로 유출 방지 등 검토가 필요하다.