• Title/Summary/Keyword: 국가과학기술정보

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Text Based Explainable AI for Monitoring National Innovations (텍스트 기반 Explainable AI를 적용한 국가연구개발혁신 모니터링)

  • Jung Sun Lim;Seoung Hun Bae
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.45 no.4
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    • pp.1-7
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    • 2022
  • Explainable AI (XAI) is an approach that leverages artificial intelligence to support human decision-making. Recently, governments of several countries including Korea are attempting objective evidence-based analyses of R&D investments with returns by analyzing quantitative data. Over the past decade, governments have invested in relevant researches, allowing government officials to gain insights to help them evaluate past performances and discuss future policy directions. Compared to the size that has not been used yet, the utilization of the text information (accumulated in national DBs) so far is low level. The current study utilizes a text mining strategy for monitoring innovations along with a case study of smart-farms in the Honam region.

An experimental study on Intel KNL processor to improve the performance of high bandwidth on-chip memory (인텔 KNL 프로세서 사례를 통한 고성능 온칩 메모리의 성능 병목 분석 및 해결 방안 연구)

  • Byun, Eun-Kyu
    • Proceedings of the Korea Information Processing Society Conference
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    • 2020.11a
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    • pp.92-95
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    • 2020
  • 나날이 커져가는 데이터 처리량의 수요를 충족시키기 위한 방법의 하나로 수십개의 코어와 여러 채널의 고대역폭 메모리를 탑재한 프로세서가 상위 슈퍼컴퓨터 시스템에 도입되어 사용되고 있다. 이러한 Scale-out 방식은 성능 한계를 크게 끌어올릴 수 있지만 제대로 된 작업 배분이 되지 않았을 때 성능이 떨어질 가능성이 있다. 본 연구에서는 인텔 KNL 프로세서의 고성능 온칩 메모리의 성능 벤치마크를 진행하여 병목 현상이 실제로 존재함을 확인하였다. 또한 이런 성능 저하 패턴을 찾아내고 원인을 분석하여 향후의 시스템에서 이러한 문제를 최소화하기 위해서 하드웨어, 시스템 소프트웨어 수준에의 보완 방안을 제안한다.

Trend Analysis of North Korean Forest Science Research (1962-2016) by Data Mining (데이터 마이닝을 활용한 북한 산림과학 연구 동향 분석(1962~2016))

  • Lim, Joongbin;Kim, Kyoung-Min;Kim, Myung-Kil;Yi, Jong Min;Park, Jin Woo
    • Journal of Korean Society of Forest Science
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    • v.109 no.1
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    • pp.81-98
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    • 2020
  • In this study, forest-related research papers published in North Korean journals were analyzed to understand the research trends in North Korean forest science. The Korea Science and Technology Information Institute (KISTI) North Korea Science and Technology Network (NKtech) is constructing a database related to science and technology in North Korea. From this, a total of 1,389 articles published from 1962 to 2016 were collected with forest science key words based on the South Korean National Science and Technology Standard Classification System. The topics were divided into four categories: afforestation, forest protection, forest use, and forest management. In the field of afforestation, research activities on nursery and agroforestry were active, and the survival rate was emphasized. In the forest protection field, there was a significant research effort into forest pests, and efforts were being made to reduce soil erosion through agroforestry. In the field of forest use, research activities on pulp/paper and mushrooms were active. In the forest management field, activities related to "ecological information" were conspicuous, and efforts were being made to reduce carbon. These results suggest that the perspective of North Korean forest research has changed from nature reorganization to nature protection. Thus, a comparative study on forest science and technology in each sub-sector of the forest research field, along with analysis of the relationship between policy direction and research direction of North Korea over time, would be worthwhile future investigations. To overcome the problem of technical terminology, a compilation/dictionary of inter-Korean forestry terminology would be useful for effective communication between the two Koreas.

The Design and Application of a Meta-evaluation Model for National R&D Programs (국가연구개발사업 메타평가모형 설계와 응용)

  • Ryu, Youngsoo;Choi, Byungdae;Choi, Sang Ok
    • Journal of Korea Technology Innovation Society
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    • v.17 no.4
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    • pp.703-732
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    • 2014
  • Meta-evaluation for national R&D programs should be established within the framework of whole R&D system linked with science and technology needs and objectives. The R&D program evaluation system can be understood as a circulation of input, implementation, output, and utilization. In the result of the Delphi survey, which consisted of twenty-four experts (performed in three rounds), twenty-four indices were developed. The meta-evaluation model included sub-items which were important points of view of it as follow (eight items): propriety of planning, sufficiency of information, and propriety of evaluators in evaluation input; appropriateness of method and appropriateness of procedure in evaluation implementation; credibility of output in evaluation output; and usefulness of report and application of evaluation utilization. As the application of the meta-evaluation model, the total mean was lower than 3.0 of the median value of 2.73 (5 point Likert scale). Finally, it was suggested that the feedback of evaluation results should be more enforced to R&D program improvement particularly (evaluation utilization 2.50).

Naval Warfare and the Development of the Weapon System in History (역사속 해전과 무기체계 발달양상)

  • Kim, Jeong-hyun
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2013.05a
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    • pp.144-150
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    • 2013
  • From ancient times to the present day, naval warfare in history is deeply connected with the rise and fall of countries. This study examines which countries won wars by tracing naval warfare that they had carried out. Seven Cases are traced for the analysis including the battle of Salamis and the Poeni War in the ancient period, the battle of Calais in the medieval and modern periods, the Russo-Japanese War in the modern period, and the Falklands War in the present age. The results show three fundamental characteristics. First, countries that won naval warfare were armed with the state-of-the-art weapon systems and conducted joint operations effectively. Second, countries that fought in the usual ways were defeated by challengers. Third, countries such as Athens, Rome, Britain and the United States ascended to the hegemony by winning major naval warfare and then commanding or controlling the sea at their own free will. Countries defeated in these naval warfare, however, descended to the weak powers. In general, countries that won warfare have a tendency to make light of defeated countries, not to introduce new weapon systems from abroad, and to stick to their traditional ways of fighting. These lessons indicate that the ROK military needs to continue the development of new weapon systems at peacetime. In addition, they show that it needs to focus more on the articulation of military doctrines and training systems so that warriors on the battlefield can fight better.

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Infrastructure Services of KRIB Herbarium in IBMRC (KRIBB) (한국생명공학연구원 해외생물소재센터 식물표본관(KRIB)의 인프라 서비스)

  • Nam, Bo-Mi;Paik, Jin-Hyub;Lee, Changyoung;Choi, Sangho
    • Proceedings of the Plant Resources Society of Korea Conference
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    • 2019.10a
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    • pp.42-42
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    • 2019
  • 한국생명공학연구원은 1985년 설립된 이후로 현재까지 국가적 연구개발 수요에 대응하여 바이오 분야의 기초 원천 연구, 인프라 구축 및 운영을 통하여 우리나라 생명과학기술 발전에 힘써왔다. 특히 2006년부터는 해외생물자원의 중요성에 주목하여 차세대 국가 핵심 전략 BT산업의 필수 원자재인 생물소재의 범지구적 확보, 보존 및 관리를 위하여 해외생물소재센터를 설치하였다. 이후 차례로 중국, 코스타리카, 인도네시아, 베트남의 4개 거점 센터를 개소 및 운영하여 권역별 해외생물소재의 공동연구 및 국제협력 네트워크를 구축하고 효과적인 소재 확보 및 관리를 도모하고 있다. 이와 같이 확보된 소재는 36개국에서 채집된 약 318과 3,406속의 36,500여점 (2019년 9월 기준)에 달하고 소재의 확증표본은 해외생물소재센터 식물표본관(KRIB)에 보관 중이다. KRIB표본관은 2000년 Index Herbariorum에 등록되었으며, 약 80,000여점의 건조표본을 소장하고 있다. 분류군수는 과별로 콩과>국화과>꼭두서니과 순으로 많았으며, 국가별로는 중국>베트남>코스타리카 순으로 조사되었다. 한국생명공학연구원 해외생물소재센터 및 식물표본관은 소재의 정확한 동정을 위한 분류학적 시설로서의 역할뿐 아니라 누구에게나 개방된 홈페이지를 통하여 해외소재의 표본정보, 표본이미지 및 민속학적 정보와 활성 등 가치 있는 정보를 제공하여 연구자들에게 다양한 활용지원 서비스를 제공하고 있다.

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Republic of Korea's Position on the Convention on Biological Diversity - Digital Sequence Information and post-2020 Global Biodiversity Framework - (생물다양성협약 대응 대한민국의 전략 - 디지털 염기서열 정보 및 2020년 이후 지구 생물다양성 보전 프레임워크 -)

  • Byoungyoon Lee
    • Proceedings of the Plant Resources Society of Korea Conference
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    • 2022.09a
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    • pp.4-4
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    • 2022
  • 앞으로 10년간 세계의 생물다양성 보전을 위한 유엔 생물다양성협약 당사국 총회가 2022년 12월 캐나다 몬트리올에서 열린다. 전 세계 전문가와 정책입안자들이 여러 내용을 다루지만 그중에서도 염기서열 정보에 관한 내용을 집중적으로 소개한다. 우선 생물다양성협약에서의 이익공유에 관한 내용은 북아시아 원산인 콩을 현재 대량으로 재배하고 수확하고 있는 미국, 브라질 등의 사례를 선별하여 소개한다. 이어서 생물다양성협약 체결 전후의 생물자원에 대한 인식 변화로 인해 국제적으로 합의한 나고야 의정서의 주요 핵심 내용을 발표한다. 그러나, 최근의 합성생물학은 유전정보만을 가지고 설계자의 의도대로 실물 생물자원 없이 새로운 생물과 원하는 물질을 합성할 수 있기에 국제적으로 마찰이 발생하고 있다. 유전공학과 합성생물학에서 가장 기본적으로 이용하고 있는 유전정보를 생물다양성협약에서는 어떻게 정의하고 있는지, 그리고 이익을 어떻게 공유하는지 알아본다. 생물자원 이용 국가들은 유전정보는 물리적인 실체가 없기에 이익공유대상이 아님을 주장하면서 유전정보는 원하는 누구에게나 이용되어야 한다고 보고 있다. 반면 생물자원 풍부국 입장은 생명과학기술 발전으로 인해 원산지 국가의 허가 없이 생물 유전정보를 활용하는 것은 생물 주권의 침해로 보고 있으며, 유전정보를 실물 생물자원과 동일하게 취급하여 나고야 의정서상의 이익공유를 요구하고 있다. 유전정보에 대한 대한민국의 공식적인 입장과 제 14차 협약 총회에서 합의한 결정문을 소개한다. 또한, 2019년 생물다양성과학기구(IPBES)에서 지구의 생물다양성과 생태계를 평가한 보고서에서 생물 멸종의 위협요인으로 제시된 토지이용 변화, 남획, 기후변화, 오염, 외래종에 대한 문제점을 기반으로 작성된 post-2020 생물다양성협약 10개년 실행 목표를 알아보고 2022년 12월 개최하는 제15차 당사국총회의 주요 의제에 대한 전망과 최근 문제가 되고 있는 '공동의 그러나 차별적인 책임(CBDR, Common But Differentiated Responsibility)'의 개념을 소개한다.

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Verifying the Classification Accuracy for Korea's Standardized Classification System of Research F&E by using LDA(Linear Discriminant Analysis) (선형판별분석(LDA)기법을 적용한 국가연구시설장비 표준분류체계의 분류 정확도 검증)

  • Joung, Seokin;Sawng, Yeongwha;Jeong, Euhduck
    • Management & Information Systems Review
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    • v.39 no.1
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    • pp.35-57
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    • 2020
  • Recently, research F&E(Facilities and Equipment) have become very important as tools and means to lead the development of science and technology. The government has been continuously expanding investment budgets for R&D and research F&E, and the need for efficient operation and systematic management of research F&E built up nationwide has increased. In December 2010, The government developed and completed a standardized classification system for national research F&E. However, accuracy and trust of information classification are suspected because information is collected by a method in which a user(researcher) directly selects and registers a classification code in NTIS. Therefore, in the study, we analyzed linearly using linear discriminant analysis(LDA) and analysis of variance(ANOVA), to measure the classification accuracy for the standardized classification system(8 major-classes, 54 sub-classes, 410 small-classes) of the national research facilities and equipment established in 2010, and revised in 2015. For the analysis, we collected and used the information data(50,271 cases) cumulatively registered in NTIS(National Science and Technology Service) for the past 10 years. This is the first case of scientifically verifying the standardized classification system of the national research facilities and equipment, which is based on information of similar classification systems and a few expert reviews in the in-outside of the country. As a result of this study, the discriminant accuracy of major-classes organized hierarchically by sub-classes and small-classes was 92.2 %, which was very high. However, in post hoc verification through analysis of variance, the discrimination power of two classes out of eight major-classes was rather low. It is expected that the standardized classification system of the national research facilities and equipment will be improved through this study.

Comparative Research on Global Policy in ICT Accessibility for Vulnerable Groups -Focusing on Implementation of Legislative System- (취약계층을 위한 정보통신 접근성 정책에 대한 국가 간 비교 연구 -관련제도 중심으로-)

  • Kim, Jung-Yeon;Park, Sung-Woo;Kang, Byung-Gwon;Son, Chang-Yong;Jung, Bong-Keun
    • 재활복지
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    • v.20 no.1
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    • pp.131-150
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    • 2016
  • This study aims to compare global policies on ICT accessibility and to suggest possible solutions that help to enhance ICT accessibility for socially disadvantaged groups. The results indicated that related laws and standards in Korea are relatively well established than Asian countries' whereas they need improvements when compared to the US or the UK. Particularly, in spite of rapid development in information communication technology industry, incorporating the definition of newly developed technologies into existing laws related to ICT accessibility seemed slow that caused reluctancy of related parties to address accessibility issues the new technologies create. In addition, Korean government seems less effortful to develop policies and standards apart from web and mobile application accessibility. In order to resolve the problems, firstly, the period or process of enacting and amending laws can be shorten. Next, a government affiliated research institute can be established to do research and develop ICT accessibility related to user scenarios so that effective policies and standards could be readily provided. Even though other possible solutions can be suggested, what is more important than that is that any interested parties should sustainably make efforts to provide equal opportunities for the underserved populations.

Measuring the quality of research papers across countries using Relatively Rank-normalized Impact Factor ($R^2nIF$) (상대적순위보정지수($R^2nIF$)를 활용한 주요국의 SCI 논문 질적 수준 비교분석)

  • Oh, Donghun;Kim, Youngjun;Kim, Yongjeong
    • Journal of Technology Innovation
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    • v.21 no.1
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    • pp.85-108
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    • 2013
  • This paper introduces a new qualitative measurement indicator, Relatively Rank-normalized Impact Factor ($R^2nIF$) that can overcome drawbacks of the existing research performance measures. With the help of this innovative indicator, this study analyzes and compares the quality of research papers across countries and National Science Indicators (NSI) standard academic fields. The development of an improved bibliometric indicator for evaluating the quality of research papers and disentangling the "international" dimension of research performance will be of interest to academics and practitioners alike.

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