년 - 년
키워드 출현 빈도 분석과 CONCOR 기법을 이용한 ICT 교육 동향 분석 KCI 등재
대한산업경영학회 산업융합연구(구 대한산업경영학회지) 제21권 제1호 2023.01 pp.187-192
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본 연구는 기계학습의 키워드 출현 빈도 분석과 CONCOR(CONvergence of iteration CORrealtion) 기법을 통한 ICT 교육에 대한 흐름을 탐색한다. 2018년부터 현재까지의 등재지 이상의 논문을 ‘ICT 교육’의 키워드로 구글 스칼라에서 304개 검색하였고, 체계적 문헌 리뷰 절차에 따라 ICT 교육과 관련이 높은 60편의 논문을 선정하면서, 논문의 제목과 요약을 중심으로 키워드를 추출하였다. 단어 빈도 및 지표 데이터는 자연어 처리의 TF-IDF를 통한 빈도 분석, 동시 출현 빈도의 단 어를 분석하여 출현 빈도가 높은 49개의 중심어를 추출하였다. 관계의 정도는 단어 간의 연결 구조와 연결 정도 중심성을 분 석하여 검증하였고, CONCOR 분석을 통해 유사성을 가진 단어들로 구성된 군집을 도출하였다. 분석 결과 첫째, ‘교육’, ‘연 구’, ‘결과’, ‘활용’, ‘분석’이 주요 키워드로 분석되었다. 둘째, 교육을 키워드로 N-GRAM 네트워크 그래프를 진행한 결과 ‘교 육과정’, ‘활용’이 가장 높은 단어의 관계로 나타났다. 셋째, 교육을 키워드로 군집분석을 한 결과, ‘교육과정’, ‘프로그래밍’, ‘학생’, ‘향상’, ‘정보’의 5개 군이 형성되었다. 이러한 연구 결과를 바탕으로 ICT 교육 동향의 분석 및 트렌드 파악을 토대로 ICT 교육에 필요한 실질적인 연구를 수행할 수 있을 것이다.
In this study, trends in ICT education were investigated by analyzing the frequency of appearance of keywords related to machine learning and using conversion of iteration correction(CONCOR) techniques. A total of 304 papers from 2018 to the present published in registered sites were searched on Google Scalar using “ICT education” as the keyword, and 60 papers pertaining to ICT education were selected based on a systematic literature review. Subsequently, keywords were extracted based on the title and summary of the paper. For word frequency and indicator data, 49 keywords with high appearance frequency were extracted by analyzing frequency, via the term frequency-inverse document frequency technique in natural language processing, and words with simultaneous appearance frequency. The relationship degree was verified by analyzing the connection structure and centrality of the connection degree between words, and a cluster composed of words with similarity was derived via CONCOR analysis. First, “education,” “research,” “result,” “utilization,” and “analysis” were analyzed as main keywords. Second, by analyzing an N-GRAM network graph with “education” as the keyword, “curriculum” and “utilization” were shown to exhibit the highest correlation level. Third, by conducting a cluster analysis with “education” as the keyword, five groups were formed: “curriculum,” “programming,” “student,” “improvement,” and “information.” These results indicate that practical research necessary for ICT education can be conducted by analyzing ICT education trends and identifying trends.
QAR (Quick Access Recorder) 데이터 분석 기반 B777 Hard Landing Trend Analysis
[Kisti 연계] 한국항행학회 한국항행학회논문지 Vol.25 No.2 2021 pp.169-176
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2019년 IATA (International Air Transport Assosiation) 보고에 따르면 하드랜딩 사고 1건으로 인해 승객 41명의 사상자가 발생하였다. 이는 항공기의 불안정한 접근 상태에서 무리하게 착륙을 시도하여 발생한 하드랜딩 사고로 파악되었다. 하드랜딩의 주요 원인으로 불안정한 접근, 조종사의 플레어(flare) 실수, 잘못된 계획, 갑작스러운 기상 변화 등의 여러 가지 요인들이 있을 수 있다. 본 연구는 QAR (quick access recorder) 데이터 분석 시스템을 활용한 국내 항공사의 B777 기종에서 발생한 24건의 하드랜딩 이벤트를 항공기 강하율(descent rate), 비행 강하각 (flight path angle), 활주로 시단 통과 고도 (threshold passing altitude), 초기 플래어 고도 (initial flare altitude) 등의 분석을 통해, 하드랜딩의 원인이 항공기 접지 전 낮은 비행경로 (low vertical path)와 조종사의 적절지 못한 플래어 시기(late flare)로 식별하였다. 이에 하드랜딩 이벤트 경감 및 항행 안전 증진 방안으로 항공기의 안정된 접근(stabilized approach) 과 특히 200ft 이하의 고도에서 착륙 시까지 항공기의 낮은 비행경로가 되지않도록, 일정한 강하 각 유지를 위한 조종사의 모니터링이 중요하다는 시사점을 도출하였다.
According to the International Air Transport Association (IATA) 2019 Safety Report, one accident involving hard landing has caused 41 deaths. The accident was analyzed to be caused by the pilots' final judgement of making a forced the landing in unstabilized conditions. The factors leading to hard landings are unstabilized approach, misjudged flare, inappropriate planning, unexpected change in weather etc. This research aimed to look into detail the characteristics of hard landings by utilizing the quick access recorder (QAR) data of 24 recorded hard landing incidents of B777, such as descent rate, flight path angle, threshold passing altitude, initial flare altitude etc. The main causual factors were derived to be low vertical path and late flare. In order to promote proactive an precautionary measures, stabilized approach is emphasized as well as the continuous monitor of flight path angle below 200 ft to maintain proper vertical path.
[Kisti 연계] 한국간호과학회 Journal of Korean academy of nursing Vol.44 No.6 2014 pp.743-750
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Purpose: The objective of this study was to provide a trend analysis of the prevalence of diabetes relative to the socioeconomic, lifestyle, and physiologic risk factors among Korean adults aged over 30 years for a 10-year period using data from the Korean National Health and Nutrition Examination Survey. Methods: Prevalence difference and the slope index of inequality were calculated for each risk factors using binomial regression by considering the repeated cross-sectional features of the data. The prevalence ratio and the relative index of inequality were calculated using log-binomial regression. Linear trend tests were performed using SAS 9.2. Results: Crude prevalence of diabetes increased over the 10-year period, and was higher for men than for women. It was very high for adults 60 years or over, consistently increasing over time. The prevalence among unemployed men, women with higher level of stress, women with hypertension, and adults with serum triglyceride levels over 135 mg/dL increased over the 10-year period in comparison with the respective control group. Conclusion: Considering the rapid economic development and associated lifestyle changes in Korea, action should be taken to control the prevalence of diabetes by both preventing and consistently monitoring these identified risk factors using a public-health approach.
[NRF 연계] KEMA학회 Journal of Musculoskeletal Science and Technology Vol.10 No.1 2026.06 pp.119-128
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Background: The rapid growth of the aging population has increased the demand for technologies related to muscle health, assessment, prevention, and functional support. Purpose: This study aimed to analyze technology trends in muscle-related innovations using natural language processing and machine learning applied to South Korean patent and utility model data. Study design: Descriptive study using unsupervised machine learning. Methods: A total of 2,836 records were analyzed using combined title and abstract texts. Semantic embeddings were generated using Sentence-BERT, followed by dimensionality reduction with Uniform Manifold Approximation and Projection and clustering with Hierarchical Density-Based Spatial Clustering of Applications with Noise (HDBSCAN). Keywords for each cluster were extracted using term frequency-inverse document frequency, and annual filing patterns were examined to identify the trends. Results: Two dominant macro-domains were identified, including a Wearable and Sensor Technology domain (n=1,695) and a Biological and Preventive Technology domain (n=903). HDBSCAN yielded substantially better cluster validity, with a silhouette coefficient of 0.610 and Davies-Bouldin index of 0.525. Within these macro-domains, sub-domains related to stem cell and regenerative therapy, functional food and bioactive extracts, antibody and antiviral therapeutics, aging and sarcopenia mechanisms, and massage devices were identified. Conclusions: These findings provide an overview of muscle-related technology development and demonstrate the value of machine learning-based patent text analysis for technology landscape mapping and innovation assessment.
[NRF 연계] 한국기초간호학회 Journal of korean biological nursing science Vol.28 No.2 2026.05 pp.217-230
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Purpose: This study provides an updated analysis of research trends in the Journal of Korean Biological Nursing Science (JKBNS) by examining changes in publication volume, methodological approaches, and thematic evolution among articles published between 2011 and 2025. Methods: Retrospective descriptive and bibliometric analyses were conducted on 537 articles published in JKBNS. Publication characteristics and statistical methods were summarized, and annual trends were examined. Keyword co-occurrence networks were generated using VOSviewer, and changes in research topics over time were explored using burst keyword analysis based on abstract-derived keywords. Results: Annual publication volume fluctuated but increased markedly in recent years, rising from 35 articles in 2024 to 58 articles in 2025. A language crossover occurred in 2024, when English-language articles (n = 19, 54.3%) exceeded Korean-language articles (n = 16, 45.7%); this predominance of English-language articles became more evident in 2025 (n = 36, 62.1%). Adult patients were the most common study population (n = 127, 23.7%). Analysis of variance was the most frequently used statistical method (n = 236, 43.9%), followed by linear regression (n = 84, 15.6%) and logistic regression (n = 59, 11.0%). Burst keyword analysis highlighted recent increases in aging- and health behavior-related terms. Co-occurrence mapping identified interconnected thematic areas spanning health behavior and risk, nursing knowledge and practice, and biologically oriented research. Conclusion: Between 2011 and 2025, JKBNS demonstrated growth in publication volume, a shift toward English-language articles, and evolving research topics, while maintaining thematic continuity with its biological orientation.
The SWG Component Technology Classification Scheme Researchthrough the Technology Trend Analysis
[Kisti 연계] 한국수자원학회 한국수자원학회 논문집 Vol.48 No.11 2015 pp.945-955
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The technology of the SWG (Smart Water Grid) as one of most important national projects results in significant assignment that is closely associated with systematic management and effective operation. The individual component technics are required to establish directory and classification for the purpose of effectively managing their information related to research and development (R&D). The national science technology (S&T) standard classification tree which results in the representative example has been established with an intention to manage R&D information, human resource, and budget. It has been also revised every five years and then used in the various fields related to the evaluation, administration, and prediction of the national R&D projects. In addition, the standard classification system for R&D projects has been widely used in the UNESCO (United Nations Educational, Scientific and Cultural Organization) and EU (European Union) since the Frascati Manual was established in the Organization for Economic Cooperation and Development (OECD). Therefore, it is necessary for SWG techniques to develop the standard S&T classification tree for research management and evaluation. For this, it is essential to draw the core techniques for the SWG, which are incorporated with IT (Information Technology), NT (Nano Technology), and BT (Biology Technology).
Analysis of Trend and Convergence for Science and Technology using the VOSviewer
[Kisti 연계] 한국콘텐츠학회 International journal of contents Vol.12 No.3 2016 pp.54-58
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In this study, articles of the science and technology field that had been monitored for the period from 2002 to 2013 using GTB (Global Trends Briefing) were analyzed. Specifically, the VOSviewer was used to analyze the annual science and technology trends by keyword and the science and technology standard-classification information indicated in the GTB articles, and the convergence trends were therefore monitored. The findings of this study show that active studies were under way in the fields of material science and new and renewable energy, and that convergence has progressed. This result indicates that the information of the articles on papers and patents is more reliable, as it can reflect the current trends more rapidly in the science and technology field than the paper information or the patent information that is traditionally used in analyses of science and technology information.
Contact Tracking Development Trend Using Bibliometric Analysis
[Kisti 연계] 한국정보처리학회 Journal of information processing systems Vol.18 No.3 2022 pp.359-373
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The new crown pneumonia (COVID-19) has become a global epidemic. The disease has spread to most countries and poses a challenge to the healthcare system. Contact tracing technology is an effective way for public health to deal with diseases. Many experts have studied traditional contact tracing and developed digital contact tracking. In order to better understand the field of contact tracking, it is necessary to analyze the development of contact tracking in the field of computer science by bibliometrics. The purpose of this research is to use literature statistics and topic analysis to characterize the research literature of contact tracking in the field of computer science, to gain an in-depth understanding of the literature development status of contact tracking and the trend of hot topics over the past decade. In order to achieve the aforementioned goals, we conducted a bibliometric study in this paper. The study uses data collected from the Scopus database. Which contains more than 10,000 articles, including more than 2,000 in the field of computer science. For popular trends, we use VOSviewer for visual analysis. The number of contact tracking documents published annually in the computer field is increasing. At present, there are 200 to 300 papers published in the field of computer science each year, and the number of uncited papers is relatively small. Through the visual analysis of the paper, we found that the hot topic of contact tracking has changed from the past "mathematical model," "biological model," and "algorithm" to the current "digital contact tracking," "privacy," and "mobile application" and other topics. Contact tracking is currently a hot research topic. By selecting the most cited papers, we can display high-quality literature in contact tracking and characterize the development trend of the entire field through topic analysis. This is useful for students and researchers new to field of contact tracking ai well as for presenting our results to other subjects. Especially when comprehensive research cannot be conducted due to time constraints or lack of precise research questions, our research analysis can provide value for it.
Trend Analysis of News Coverage on the Sewol Ferry Disaster (2014–2023) Based on Topic Modeling KCI 등재
위기관리 이론과 실천 Crisisonomy 제21권 제12호 2025.12 pp.427-435
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본 연구는 세월호 참사(2014–2023)와 관련된 언론보도의 10년간 동향을 분석하여, 재난보도에서 언론의 역할과 책임을 재조명하고자 하였다. 이를 위해 네이버 포털에서 수집한 총 89,592건의 뉴스 기사를 대상으로 토픽모델링을 적용하여 분석하였다. 분석 결과, 초기 보도는 구조 활동, 희생자 추모, 책임 규명과 관련된 입법 및 사법 논의 등 사실 중심의 보도가 주를 이루었다. 중기에는 참사를 기리는 예술적 활동과 진상규명을 요구하는 시민단체의 활동으로 관심이 확대되었으며, 다양한 논쟁이 함께 나타났다. 후기에는 세월호 참사가 5·18 민주화운동, 가습기 살균제 사건 등 다른 주요 사회적 사건들과 연계되어 보도되면서, 연대와 집단기억의 주제가 점차 부각되었다. 이러한 결과는 재난보도가 정치적 책임 공방 중심에서 피해자, 시민 연대, 사회적 치유를 강조하는 담론으로 발전해왔음을 시사하며, 언론의 역할과 책임에 대한 성찰적 접근의 필요성을 제기한다.
This study examines ten-year trends (2014–2023) in media coverage of the Sewol Ferry disaster to reassess the role and responsibility of the media in disaster reporting. A total of 89,592 news articles collected from the Naver portal were analysed using topic modelling. The results indicate that early coverage predominantly focused on factual reporting, including rescue operations, victim commemoration, and legal and legislative debates over responsibility. During the middle period, media attention expanded to artistic forms of commemoration and civic group activities demanding truth-finding, alongside the emergence of various controversies. In the later period, coverage of the Sewol Ferry disaster increasingly intersected with other major social issues, such as the May 18 Democratic Movement and the humidifier disinfectant case, highlighting growing themes of solidarity and collective memory. Overall, these findings suggest that disaster reporting has evolved from political blame-centred framing toward narratives that emphasise victims, civic solidarity, and social healing, underscoring the importance of a more reflective approach to the role and responsibility of the media.
대한스포츠물리치료학회 정형스포츠물리치료학회지 Vol.13 No.1 2017.06 pp.1-10
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The aim of this study was to systematically review the scientific literature describing the effects of water-based exercise on pain and physical function in older, community-dwelling women with osteoarthritis in South Korea. Older people often experience osteoarthritis, which is characterized by reduced muscle and bone density; water-based exercise has been used to reduce pain and improve physical function in these individuals. Despite evidence from many countries supporting the benefits of water- based exercise for alleviating osteoarthritis, there is no collated information on this topic in South Koreans or on medical insurance coverage for water-based exercise programs in South Korea. The PubMed, SCOPUS, Korea Science Korean Studies Service System, National Assembly Library of Korea, and Research Information Sharing Service databases and the Physiotherapy Evidence Database (PEDro) were systematically searched for relevant studies published between January1995 and December 2016. The following search terms were used: ‘water exercise’, ‘older’, ‘osteoarthritis’, ‘ pain’, ‘physical function’, and ‘South Korea’. Study quality was determined by using the PEDro scale. Seven of the 256 retrieved articles met the inclusion criteria. Analysis of the results of the selected studies indicated that water-based exercise reduced pain and improved physical function in older, community-dwelling women with osteoarthritis in South Korea. This review documents the positive effects of water-based exercise on osteoarthritis-related pain and physical function in older women in South Korea. The findings presented indicate that water-based exercise could be helpful for older women with osteoarthritis and should be considered as a means of reducing pain and increasing physical function in standard clinical research programs.
Rainfall Trend Analysis by Mann-Kendall Test : A Case Study of Andong Dam Basin KCI 등재
위기관리 이론과 실천 Crisisonomy 제16권 제3호 2020.03 pp.125-132
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강우량은 홍수 예방 및 가뭄 관리를 비롯한 수자원의 효과적인 관리를 위해 무엇보다 중요하다. 더욱이 기후변화의 영향으로 장래 수자원의 변동은 인간 생활에 매우 심각한 영향을 미칠 것으로 예측되고 있다. 본 연구에서는 안동댐 유역에 대한 42년간(1977~2018년)의 연강우량, 월강우량 및 월 최대강우량에 대한 경향분석을 실시하였다. 통계방법에는 모수적 검정과 비모수적 검정이 있다. 강우량과 같이 특정 확률분포를 따른다고 전제할 수 없는 경우 비모수적 검정을 사용한다. 따라서 본 연구에서는 비모수적 방법 중 강우량 추세분석을 위해 널리 사용되는 Mann-Kendall 검정 방법을 사용하였다. Mann-Kendall 검정 결과 유의수준 5%(0.05) 이내로 10월강우량과 7월 최대강우량은 증 가경향이 확인되었다. 또한 유의수준 10% 이내에서 8월 최대강우량은 감소하는 것으로 분석되었다. 본 연구의 결과는 특정 유역에서 발생하는 물부족과 홍수관리를 비롯한 수자원관리의 장기적 계획 을 수립하고자 할 때 매우 유용할 것으로 생각된다.
Rainfall has become a primary concern for flood control and effective water resources management. It is predicted that the reduction of available water resources due to climate change will exert a severe influence on human life. This study conducted a trend analysis on the annual rainfall, monthly rainfall, and monthly maximum rainfall at Andong Dam basin for 42 years from 1977 to 2018. Statistical hypothesis tests were performed by a nonparametric test because the rainfall data do not follow a particular probability distribution. This study utilized the Mann-Kendall test, one of the commonly used nonparametric testing methods, in order to analyze the rainfall trend variations. It is confirmed that the October rainfall and July maximum rainfall show an increasing trend according to the 5% confidence level. In addition, the August maximum rainfall reveals a decreasing trend according to the 10% confidence level.
The Trend Analysis of Online Judge System for Programming Education
한국전문경영인학회 한국전문경영인학회 학술대회 발표논문집 Korea-Spain Economic Cooperation Plan 2019.06 pp.309-317
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한국피부과학연구원 아시안뷰티화장품학술지 제23권 제2호 통권 제84호 2025.06 pp.259-268
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목적: 이 연구는 국내외 바디페인팅 연구의 주요 키워드 및 연구 동향을 비교·분석하는 것을 목적으로 한다. 방법: 이를 위해 국내 학술지 논문 71편과 해외 학술지 논문 54편을 선정하고, 텍스트 마이닝 분석을 수행하였다. 연구의 신뢰성을 확보하기 위해 텍스트 전처리 과정을 수행하였고, 국내 논문에서는 총 18,456개의 토큰(token)과 2,387개의 타입(type)이 확인되었으며, 해외 논문에서는 6,562개의 토큰과 1,558개의 타입이 도출되었다. 결과: 시계열 분석 결과, 초기에는 예술적 기법과 표현 중심의 연구가 주를 이루 었으나, 이후 피부 안전성 및 독성 평가 연구가 증가하였으며, 최근에는 디지털 기술과의 융합 연구가 활발하게 이루어지는 추세를 보였다. 공출현 네트워크 분석에서는 국내 연구가 색채 및 미용 관련 개념과 강한 연관성을 보이는 반면, 해외 연구에서는 교육 및 과학적 응용 분야와의 연계성이 두드러졌다. U-Matrix 분석 결과, 국내 연구에서는 색채 및 미용 관련 개념들이 하나의 밀집된 클 러스터를 형성하며, 바디페인팅이 색조 화장 및 뷰티 메이크업의 연장선에서 연구되는 경향이 나타났다. 반면, 해외 연구에서는 바 디페인팅이 교육적·산업적 응용을 중심으로 연구되고 있음을 보여준다. 다차원 척도법(MDS) 분석에서는 국내 연구가 뷰티 산업과 의 연계를 강조하며 예술적 서사를 중심으로 연구가 진행되는 경향을 보였으며, 해외 연구는 바디페인팅을 교육적 도구 및 과학적 연구와의 융합을 중심으로 연구하는 패턴이 확인되었다. 결론: 국내외 바디페인팅 연구의 주요 키워드 및 연구 동향을 비교·분석함 으로써, 바디페인팅 연구의 학문적 차이를 규명하고 뷰티 산업에서의 실용적 확장 가능성을 제시하였다는 점에서 중요한 의의를 가 진다. 특히, 국내 연구가 뷰티 및 패션 산업과의 연계를 중심으로 발전하고 있는 반면, 해외 연구는 바디페인팅을 교육·의료·과학적 응용 분야로 확장하려는 경향을 보인다는 점에서, 미용 산업에서 바디페인팅 기술의 활용 가능성을 더욱 확대하는 후속 연구가 필 요함을 시사한다.
Purpose: Given the burgeoning interdisciplinary nature of body painting, which interfaces with domains such as beauty science, medical education, and material science, a systematic investigation of research trends in this area is warranted. The present study sought to comparatively analyze the trends in domestic and international body painting research utilizing text mining methodologies. Methods: Altogether, 71 domestic and 54 international journal articles were systematically retrieved from major academic databases, comprising 18,456 tokens and 2,387 types in domestic research and 6,562 tokens and 1,558 types in international studies. Text mining techniques, including time-series analysis, U-Matrix clustering, and multidimensional scaling (MDS), were employed to analyze keyword frequency, cooccurrence networks, and thematic clusters. Results: The time-series analysis showed a shift from artistic techniques to safety, toxicity, and digital applications. The cooccurrence network analysis revealed strong associations between beauty-related terms in domestic research, whereas the international studies emphasized education and material sciences. U-Matrix clustering demonstrated a dense beauty-focused cluster in domestic studies and more dispersed cluster in international research. MDS confirmed the commercial focus of domestic research and the interdisciplinary nature of international studies. Conclusions: The present study highlights the divergence in body-painting research, with domestic and international studies prioritizing beauty applications and interdisciplinary integrations, respectively. The study findings suggest a growing need to explore the potential of body painting beyond esthetics, incorporating scientific and technological advancements.
目的: 鉴于人体彩绘的跨学科性质日益凸显,并与美容科学、医学教育和材料科学等领域相交叉,有必要对该领 域的研究趋势进行系统性的研究。本研究旨在利用文本挖掘方法,比较分析国内外人体彩绘研究的趋势。方法: 从主要学术数据库中系统检索了71篇国内期刊文章和54篇国际期刊文章,其中国内研究包含18,456个词条和 2,387个类型,国际研究包含6,562个词条和1,558个类型。采用文本挖掘技术,包括时间序列分析、U矩阵聚类 和多维尺度分析(MDS),分析关键词频率、共现网络和主题聚类。结果: 时间序列分析显示,研究重点从艺术技 巧转向安全性、毒性和数字应用。共现网络分析显示,国内研究中与美容相关的术语之间存在很强的关联,而 国际研究则侧重于教育和材料科学。U-Matrix聚类分析显示,国内研究中以美容为重点的聚类较为密集,而国 际研究中的聚类则较为分散。MDS证实了国内研究的商业化倾向和国际研究的跨学科性质。结论: 本研究凸显了 人体彩绘研究的分歧:国内研究侧重于美学应用,国际研究则侧重于跨学科融合。研究结果表明,人们越来越 需要探索人体彩绘在美学之外的潜力,并融入科技进步。
Qualitative Research Trend Analysis on Japanese Marriage Immigrant Women KCI 등재후보
인하대학교 다문화융합연구소 다문화와 교육 Vol.6 No.2 2021.12 pp.121-145
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6,300원
This study aims to analyze the trends of qualitative research on Japanese marriage immigrant women, understand their experiences, and explore the fields to be considered in multicultural counseling. For this purpose, 26 qualitative research on Japanese marriage immigrant women were selected for analysis. As a result of the study, qualitative research targeting Japanese marriage immigrant women has been published since 2008. Academic fields were mainly researched in academic or educational areas relating to Japan. Qualitative research methods used in the literature to be analyzed consisted of six case studies and five phenomenologies. The subject of life culture was the most covered, with 15 research topics. Suggestions for these research results are as follows. First, research on Japanese marriage immigrant women needs to be expanded to encompass a broader range of subjects and targets. Second, it is necessary to develop and research a counseling program in the various fields. This study is expected to be meaningful in that it provides implications for future research directions and multicultural counseling on multiculturalism in Korean society.
Employment Market Trend Analysis & Recruitment Method of College Graduates in France
한국취업진로학회 한국취업진로학회 학술대회 2019 춘계 국제학술대회 2019.02 pp.1-15
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4,800원
Employment market trend analysis and recruitment method of Korean college graduates
한국취업진로학회 한국취업진로학회 학술대회 2019 춘계 국제학술대회 2019.02 pp.1-22
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5,800원
Three-Year Trend Analysis of Food Irradiation Education for Elementary School Students
대한방사선방어학회 대한방사선방어학회 학술발표회 논문요약집 2015년도 대한방사선방어학회 추계 학술발표회 논문요약집 2015.10 pp.116-117
A Topic-Based Trend Analysis of Wildfire Spread Research from 1982 to 2024 KCI 등재
강원대학교 산림과학연구소 Journal of Forest and Environmental Science 제41권 제3호 2025.09 pp.329-337
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4,000원
In recent decades, the increasing frequency and severity of wildfires driven by climate change and other factors have led to a significant expansion of research on wildfire spread. This study presents a bibliometric analysis of wildfire spread research from 1982 to 2024. We compiled a dataset of scholarly publications and applied cluster analysis to identify major research topics. Using silhouette scores, we determined an optimal cluster number of approximately 20, and visualized the topic clusters with a two-dimensional embedding. We also analyzed publication trends over time, citation patterns, and keyword co-occurrence networks to understand the evolution and impact of each research topic. The results reveal a dramatic growth in wildfire spread studies over the past decade. We identified several distinct research clusters, including climate change impacts, fire behavior modeling, remote sensing applications, wildfire management strategies, and ecological effects of fires, among others. Some topics, such as climate-related wildfire research and remote sensing, have grown especially rapidly in recent years. Citation analysis indicates that certain longstanding research areas carry high influence, while emerging topics are gaining attention. The keyword network highlights interdisciplinary connections linking climate, ecology, and technology in wildfire research. This comprehensive overview of the wildfire spread research landscape offers insights into past developments and emerging directions, which can inform future research and policymaking in wildfire management.
Leisure Education Research Trend Analysis : 2005 – 2024 KCI 등재
한국성인계속교육학회 성인계속교육연구 제16권 제3호 2025.09 pp.50-74
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6,300원
본 연구는 여가 교육에 관한 연구동향을 분석하여, 여가 교육이 나아가야 할 방안을 제시하는 데 목적이 있다. 이를 위해 2005년부터 2024년까지 KCI등재지를 대상으로 총 135개 를 선정하여 분석하였다. 연도별, 연구전공별, 연구방법별, 연구주제별 연구로 여가교육에 대한 연구동향을 토대로 분석하였다. 연구 결과 2012년과 2018년을 전후로 여가교육에 대 한 연구가 활발히 진행되고 있다는 것을 확인할 수 있었다. 또한 연구전공에서는 체육학 분야에서 가장 많이 연구가 진행이 되고 있었으며, 여가교육 측면에서는 교육학 분야에서 도 연구가 활발히 진행되고 있었다. 여가교육 연구가 후반으로 갈수록 각학문적 융복합적 인 연구가 진행되고 있음을 살필 수 있었다. 연구방법에서는 양적연구가 많이 이루어져 있어서 향후 질적연구 및 혼합연구를 통해 다양한 연구가 필요할 것으로 보인다. 연구주제 는 크게 네 가지 관점으로 분류되었다. 첫째, 진지한 여가는 자아실현과 몰입을 통해 삶의 의미를 탐색하는 교육적 여가로 강조되었다. 둘째, 공동체 구성 및 사회성 발달은 여가교 육이 사회적 유대감 형성, 정서적 교류, 사회참여 확대에 기여함을 보여준다. 셋째, 심리적 안정 관점은 여가가 정서적 회복과 자존감, 회복탄력성 향상에 효과적임을 입증하였다. 넷 째, 실천적 정보제공 및 기술 습득은 여가활동이 생존 수영, 헬스케어, 디지털 기술 등 실 제 삶의 역량 강화로 연결됨을 강조한다. 본 연구는 여가교육이 단순한 활동 참여를 넘어 서 삶의 실 향상, 사회적 자본 구축, 심리적 안녕, 실천적 기술 습득이라는 다층적 의미를 갖는다는 점을 밝혔다. 여가교육이 개인적 웰빙을 넘어 사회적 관계망 강화와 생활기술 함 양의 장으로 기능하고 있음을 시사한다. 이에 따라 여가교육은 통합적이고 지속가능한 교 육 영역으로 자리매김해야 하며, 향후 연구는 질적 접근 확대, 대상별 맞춤형 프로그램 개 발, 정책적 기반 마련이 필요함을 제언하였다. 이 연구는 여가교육의 이론적 정립과 실천 적 확산을 위한 기초자료로 활용될 수 있을 것이다.
This study analyzes research trends in leisure education and proposes directions for future development. A total of 135 KCI-indexed articles published between 2005 and 2024 were reviewed and coded by year, academic field, method, and thematic focus. The results show pronounced growth in publications around 2012 and again near 2018. Disciplinarily, work is concentrated in physical education, with notable expansion into education, welfare, and culture/arts as the field becomes increasingly interdisciplinary. Methodologically, quantitative designs predominate, indicating the need to broaden qualitative and mixed-methods inquiries to capture lived experience and practice. Thematically, four perspectives structure the corpus: (1) Serious leisure, emphasizing identity formation, immersion, and meaning-making; (2) Community building and social development, highlighting social bonding, affective exchange, and civic participation; (3) Psychological stability, evidencing effects on emotional recovery, self-esteem, and resilience; and (4) Practical information and skill acquisition, linking leisure activities to applied competencies such as survival swimming, health care, and digital literacies. Overall, leisure education emerges as a multilayered educational arena that advances quality of life, social capital, mental well-being, and everyday capabilities. The study recommends expanding qualitative/mixed methods, designing population-specific programs, and strengthening policy infrastructures to consolidate leisure education as an integrated and sustainable domain. These findings provide baseline evidence for theoretical consolidation and practical diffusion of leisure education.
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