• Journal of the Korea Convergence Society
• /
• v.11 no.7
• /
• pp.9-18
• /
• 2020

The research objectives investigates main research topics and trends in the information and communication technology(ICT) field, Korea using LDA(Latent Dirichlet Allocation), one of the topic modeling techniques. The experimental dataset of ICT research and development(R&D) project of 5,200 was acquired through matching with the EZone system of IITP after downloading R&D project dataset from NTIS(National Science and Technology Information Service) during recent five years. Consequently, our finding was that the majority research topics were found as intelligent information technologies such as AI, big data, and IoT, and the main research trends was hyper realistic media. Finally, it is expected that the research results of topic modeling on the national R&D foundation dataset become the powerful information about establishment of planning and strategy of future's research and development in the ICT field.

• Journal of Internet Computing and Services
• /
• v.19 no.3
• /
• pp.79-88
• /
• 2018

Major countries stay to expand invest in R&D to promote new growth engines in the future and to secure new technologies and Korea is also expanding to R&D investment. Quality of R&D investment is getting more Important than quantity of R&D investment because Korea's indicator related to R&D investment is already world class with other countries's investment scale by comparison with GDP. According to this trend, Korea's policy in R&D is focusing the R&D Innovation Plan and "Utilization of R&D Facility and Equipment(F&E)" has been getting important. In this research, it research on facility and equipment management plan through Defense R&D Equipment information System(DRES). It analyzes existing process F&E in Defense field and Nation. Furthermore, it explains major process, function, and menu reflecting Defense F&E management rule enacted recently. Lastly, it shows the development direction for Defense F&E management.

• Proceedings of the Korea Contents Association Conference
• /
• 2006.11a
• /
• pp.672-676
• /
• 2006

본 논문에서는 정부 출연(연)에서 수행하고 있는 국가연구개발사업 과제에 대한 종합적인 정보와 과제의 수행으로 인해 발생된 연구성과들에 대한 체계적인 수집과 정보 연계 방법에 대하여 살펴보고자 한다. 또한 수집된 연구과제 및 성과정보에 대하여 다양한 관점의 사용자 요구사항 등을 파악하여 어떻게 활용 할 수 있는지에 대하여 살펴보고자 한다. 이를 활용하여 국가과학기술종합정보시스템(NTIS)에서 국가 R&D 정보를 활용하기 위한 체계적인 정보수집 방법, 정보의 활용과 분배, 다양한 계층의 사용자를 위한 서비스 등에 대한 모델 제시를 통해 향후 국가차원의 연구개발 정책 추진 및 지원에 활용될 수 있게 될 것이다.

• Proceedings of the Korea Contents Association Conference
• /
• 2007.11a
• /
• pp.70-74
• /
• 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 the Korea Institute of Information and Communication Engineering
• /
• v.25 no.12
• /
• pp.1809-1816
• /
• 2021

In order to identify the latest research trends using data related to national R&D projects and to produce and utilize meaningful information, the application of automatic classification technology was also required in the national R&D information service, so we conducted research to automatically classify and recommend research field. About 450,000 cases of national R&D project data from 2013 to 2020 were collected and used for learning and evaluation. A model was selected after data pre-processing, analysis, and performance analysis for valid data among collected data. The performance of Word2vec, GloVe, and fastText was compared for the purpose of deriving the optimal model combination. As a result of the experiment, the accuracy of only the subcategories used as essential items of task information is 90.11%. This model is expected to be applicable to the automatic classification study of other classification systems with a hierarchical structure similar to that of the national science and technology standard classification research field.

• Proceedings of the Korea Information Processing Society Conference
• /
• 2021.11a
• /
• pp.462-465
• /
• 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 Korea Technology Innovation Society Conference
• /
• 2017.11a
• /
• pp.1263-1269
• /
• 2017

정부의 연구개발투자로 수행되는 국가연구개발사업은 세부과제 단위로 매년 도출되는 6대 성과(논문, 특허, 기술료, 사업화, 인력양성 지원, 연수 지원)를 집계한다. 성과 중 하나인 SCI급 논문은 한 논문을 다른 연구과제의 성과로 제출하는 경우도 많아서 동일 논문성과를 다수의 과제에서 공유하게 된다. 본 논문에서는 국가연구개발사업과 그 성과로 도출된 SCI급 논문간의 네트워크 관계를 분석하고자 한다. 대상 데이터는 2015년도에 수행된 연구개발과제의 성과로 제출된 11,179편의 SCI급 논문 중 2개 이상의 과제 결과로 도출된 논문이다. 또한 국가연구개발사업의 SCI급 논문 성과는 세부과제 단위로 집계되므로 SCI급 논문-세부과제간 네트워크는 정보량이 과다하다. 따라서 SCI급 논문에 대한 네트웍 분석은 세부과제를 포함하는 국가연구개발사업간의 네트워크로 한 단계 높여 분석하였다. 구체적으로 논문-사업간 2모드 네트워크를 1모드 네트워크로 전환하여 네트워크 분석을 시도하였다.

• Journal of the Korean Society for information Management
• /
• v.29 no.4
• /
• pp.123-142
• /
• 2012

To develop an intelligent search engine to help users retrieve information effectively, various methods, such as Semantic Web, have been used, An effective retrieval method of such methods uses ontology technology. In this paper, we built National R&D ontology after analyzing National R&D Information in NTIS and then implemented National R&D Knowledge Map to represent and retrieve information of the relationship between object and subject (project, human information, organization, research result) in R&D Ontology. In the National R&D Knowledge Map, center-node is the object selected by users, node is subject, subject's sub-node is user's favorite query in National R&D ontology after analyzing the relationship between object and subject. When a user selects sub-node, the system displays the results from inference engine after making query by SPARQL in National R&D ontology.

• The Journal of the Korea Contents Association
• /
• v.16 no.8
• /
• pp.624-639
• /
• 2016

Among various types of public research institutes (PRI), the government-funded research institutes (GRIs) are having a difficult time in enhancing the efficiency of technology transfer. This study specifically analyzed 1,163 projects conducted by GRIs from 2009~2013 to ascertain the determinants that affect technology transfer process. Along with conducting qualitative analysis on relevant researches, we examined the hypotheses by relying on quantitative analysis, using national R&D data from National Science and Technology Information Service (NTIS). As a result of the analysis, we found that whether or not the project generated applied patent, the royalty varied. Also, depending on different R&D development stage, a number of researchers and the amount of R&D funding, the royalty varied. Finally, we derived that out of all the independent variables, a number of applied patents, a number of researchers and the amount of R&D funds can affect the royalty generated from technology transfer. Based on such results we suggest several policy implications.

• Korean Journal of Construction Engineering and Management
• /
• v.17 no.2
• /
• pp.49-57
• /
• 2016

R&D projects for land, infrastructure, and transportation is to identify challenges through academic-industrial demand survey, and to promote R&D projects through detailed planning projects. These R&D projects have been promoted to be applied to most domestic project-oriented. Despite continuous R&D investment, the investment has been promoted to the world top technology rather than to international construction projects. This study analyzed the international construction market trends and international construction contracts in order to promote technology development for enhancing international construction competitiveness. This study suggests three R&D technology development directions and ten research projects for expanding international construction projects.