• 제목/요약/키워드: Analysis research

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키워드 빈도와 중심성 분석을 이용한 인공지능 보안 연구 동향 : 미국·영국·한국을 중심으로 (Research Trend on AI Security Using Keyword Frequency and Centrality Analysis : Focusing on the United States, United Kingdom, South Korea)

  • 이택균
    • 디지털산업정보학회논문지
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    • 제19권4호
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    • pp.13-27
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    • 2023
  • In this study, we tried to identify research trends on artificial intelligence security focusing on the United States, United Kingdom, and South Korea. In Elsevier's Scopus We collected 4,983 papers related to artificial intelligence security published from 2018 to 2022 and by using the abstracts of the collected papers, Keyword frequency and centrality analysis were conducted. By calculating keyword frequency, keywords with high frequency of appearance were identified and through the centrality analysis, central research keywords were identified by country. Through the analysis results, research related to artificial intelligence, machine learning, Internet of Things, and cybersecurity in each country was conducted as the most central and highly mediating research. The implication for Korea is that research related to cybersecurity, privacy, and anomaly detection has lower centralities compared to the United States and research related to big data has lower centralities compared to United Kingdom. Therefore, various researches that intensively apply artificial intelligence technology to these fields are needed.

키워드 빈도와 중심성 분석을 활용한 블록체인 기반 사물인터넷 연구 동향 : 미국·영국·한국을 중심으로 (Research Trend on Blockchain-based IoT Using Keyword Frequency and Centrality Analysis : Focusing on the United States, United Kingdom, Korea)

  • 이택균
    • 디지털산업정보학회논문지
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    • 제20권1호
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    • pp.1-15
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    • 2024
  • This study aims to analyze research trends in blockchain-based Internet of Things focusing on the US, UK, and Korea. In Elsevier's Scopus, we collected 2,174 papers about blockchain-based Internet of Things published in from 2018 to 2023. Keyword frequency and centrality analysis were conducted on the abstracts of the collected papers. Through the obtained keyword frequencies, we tried to identify keywords with high frequency of occurrence and through centrality analysis, we tried to identify central research keywords for each country. As a result of the centrality analysis, research on blockchain, smart contracts, Internet of Things, security and personal information protection was conducted as the most central research in each country. The implication for Korea is that cybersecurity, authentication research appears to have been conducted with a lower centrality compared to the United States and the United Kingdom. Thus, it seems that intensive research related to cybersecurity and authentication is needed.

Creep Analysis on Pressure Tube Wall Thickness Variation

  • Kim, Jung-Gyu;Hwang, Jong-Keun;Park, Keon-Woo;Kim, Tae-Hyung;Rhee, Hui-Nam
    • 한국원자력학회:학술대회논문집
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    • 한국원자력학회 1996년도 춘계학술발표회논문집(4)
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    • pp.295-299
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    • 1996
  • This analysis is to investigate the benefits and disadvantages of increasing the pressure tube wall thickness for CANDU reactor. Creep analysis of the pressure tube was performed for slightly enriched uranium (SEU) to establish the reduction in axial elogation and diametral creep provided by a thicker wall pressure tube.

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Seismic analysis of free-standing spent-fuel dry storage cask considering soil-concrete pad-cask interaction

  • Seungpil Kim;Sang Soon Cho
    • Nuclear Engineering and Technology
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    • 제56권10호
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    • pp.4446-4454
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    • 2024
  • This paper presents a seismic analysis method that can evaluate a very large number of cases for the free standing dry storage cask by proposing a methodology that has short analysis time as well as accuracy. This study also performed a seismic analysis of a dry storage facility with multiple casks to show a tip-over phenomenon from earthquake accident conditions. The earthquake accident condition is long-term event that occur during about 20 s long, and lots of seismic analysis cases should be performed to consider various real conditions because the free-standing spent-fuel dry storage cask has many nonlinear responses. The soil-concrete pad-cask interaction was considered in the seismic analysis and finite element model was made using concrete pad, soil and cask models. In the reinforced concrete pad, the rebar was excluded to reduce the analysis time, but the thickness was corrected to maintain the bending rigidity. Additionally, the analysis time reduced by modeling the cask as a rigid body rather than a flexible body. 35-cases of seismic analysis were performed to determine a tip-over phenomenon from each earthquake. The analysis revealed that no tip-over phenomenon of the cask was observed in all analyses from 0.2 g to 0.6 g, however the tip-over of the cask were observed from 0.8 g with friction coefficients of 0.8 and 1.0.

성인간호학회지(2010~2014)에 게재된 논문의 연구동향 분석: 간호이론 활용을 중심으로 (Trend Analysis of Research in the Korean Journal of Adult Nursing for 5 Years (2010~2014): Focused on Usage of Nursing Theories)

  • 한남경;김상희;김명신;김종근;김창환;최승혜
    • 성인간호학회지
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    • 제27권5호
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    • pp.527-536
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    • 2015
  • Purpose: The purpose of this study was to analyze the trend of nursing theories by Korean Journal of Adult Nursing (KJAN) for the last five years and to provide future directions for improvement. Methods: The study analyzed data collected from 323 research papers published in KJAN between 2010~2014. Descriptive analysis was conducted with a focus on frequency and percentage for the quantitative analysis. Qualitative analysis was performed for the analysis of nursing theories. Results: As for research topics, the analysis results based on the meta-paradigm of nursing show that the most frequent factors of analysis were adult patients in the area of human beings, hospitals in the area of environment, depression, anxiety, and suicide in the area of health, and all the influential factors in the area of nursing. The analysis results of uses of nursing theories in the papers reveal that only 4(1.2%) out of total 323 papers used the nursing theories, which indicates that the linkage and utilization of nursing theories in the published papers for the last five years were poor. Conclusion: We needs to make efforts at the society level to activate nursing theory utilization in research which is beloved to connect nursing practice, education, and research.

유아기 자녀를 둔 아버지의 역할에 관한 국내학술지 연구동향 분석: 2000년이후 발표된 학술지를 중심으로 (An Analysis of Research Trends in Korean Journals on the Role of Fathers with Young Children: Research Papers from 2000 to Present)

  • 윤혜진;허영림
    • 한국지역사회생활과학회지
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    • 제25권4호
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    • pp.449-460
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    • 2014
  • This study examines research trends in Korean journal articles covering the role of fathers with young children. For this study, 45 research papers published from 2000 to present were analyzed according to research periods, research topics, research types, data collection methods, and data analysis methods. First, the largest number of papers was written since 2010. Second, the largest number of papers in terms of research topics focused on the father's child-rearing involvement and behavior. Third the most frequently used research type was the quantitative study. Fourth, the most frequently used data collection method was the questionnaire method. Fifth, the most frequently used data analysis method was the frequency and mean method. Future research should consider broader age groups of father and children by using various types of data collection and analysis methods. In addition, it should be useful to scrutinize general research trends in Korean journal articles highlighting the importance of roles of fathers with young children in a rapidly changing society.

White etching layer의 두께변화에 따른 접촉피로수명 평가 (Contact Fatigue Analysis of White Etching Layer according to Thickness Variation)

  • 서정원;권석진;전현규;이동형
    • 한국정밀공학회지
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    • 제27권8호
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    • pp.35-41
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    • 2010
  • White Etching Layer(WEL) is a phenomenon that occurs on the surface of rail due to wheel/rail interactions such as excessive braking and acceleration. Rolling Contact Fatigue(RCF) cracks on the surface of rail have been found to be associated with WEL. In this study, we have investigated RCF damages of white etching layer using twin disc testing and fatigue analysis. These tests consist of wheel flat tests and rolling contact fatigue tests. WEL has been simulated by wheel flat test. It has been founded that the WEL with a bright featureless contrast is formed on the surface of specimen by etching. Rolling contact fatigue test was conducted by using flat specimens with the WEL generated by the wheel flat test. It has been observed that two types of cracks occur within the specimen. The contact fatigue test was simulated in 2D elastic-plastic FE simulations. Based on loading cycles obtained from the finite element analysis, the fatigue life analysis according to the thickness variation of WEL was carried out. The longest fatigue life was observed from the thickness of 20um.

Analysis of Research status based on Citation Context

  • Kim, Byungkyu;Choi, Seon-heui;Kang, Muyeong;Kang, Ji-Hoon
    • International Journal of Contents
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    • 제11권2호
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    • pp.63-68
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    • 2015
  • A citation analysis utilizes the relations among citations and is the most popular bibliometric method. This analysis is based on 1) the evaluation by paper, journal and researcher of the research output, 2) the identification of emerging research topics, 3) the production of a map of the intellectual structure of the research domain and 4) various services for academic information. However, this approach has a limitation in that a citation is treated in a very simple manner, even though the purpose of citation can vary greatly. To address this problem, new approaches have been studied that take into account the citation context. This research separates the citations according to the citation functions and tries to conduct an analysis according to the newly classified citations. Furthermore, research on the citation summarization and visualization based on both the citation context and the citation function of the citations was also attempted. However, since there are very few studies related to citation context in South Korea, more research and development is needed in this area. This study analyzes the status of the research in terms of the citation context. For this, we utilized social network analysis methods.

프로젝트 맵 분석 시스템을 위한 위상 맵과 등고선 맵의 설계 및 구현 (Design and Implementation of Topology Map and Contour Map for Project Map Analysis System)

  • 예상준;장현철;김철;김진현;김상균;송미영
    • 한국한의학연구원논문집
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    • 제16권1호
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    • pp.93-99
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    • 2010
  • When researchers plan R&D projects, they usually use patent map or paper map for the objective decision-making, but in traditional korean medicine field, domestic patents and papers have been mainly proposed as results of many R&D projects, while most of patent or paper map tools support international patents and SCI papers, respectively. Therefore, as an alternative one KIOM constructed the project map which can provide the technology landscape for R&D project information in traditional korean medicine field. But the functions of the system is limited to the search and analysis with chart. So sophisticated analysis results are hard to get from the existing system. This research's goal is to upgrade the web based project map analysis system to provide researcher rich functionality and advanced analysis tools.