• 제목/요약/키워드: Research trends analysis

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키워드 네트워크 분석을 활용한 생태자산 연구 경향 분석 (Recent Ecological Asset Research Trends using Keyword Network Analysis)

  • 김벼리;이재혁;권혁수
    • 환경영향평가
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    • 제26권5호
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    • pp.303-314
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    • 2017
  • 이 연구의 목적은 국내 외 생태자산 관련 연구 경향을 파악하는 것이다. 생태자산과 의미가 유사한 12개 키워드와 연관 있는 분야 및 영역들을 확인하면서 연구흐름을 이해하고자 하였다. 우리는 키워드 네트워크 분석을 이용하여 방대하게 이루어지고 있는 국내외 연구들을 분석하였다. 키워드 네트워크 분석은 정보의 구조적 흐름을 이해하고 방향성을 파악하는데 유용하다. 국외 연구들은 지속가능성을 중심으로 보전, 경제적 평가, 관리, 정책 분야로 연결되는 것을 보았다. 국내연구 분석은 문헌자료가 적어 다양한 흐름들을 확인하기 어려웠으나 지역의 활성화를 위해 경제적인 가치를 확인하고자 하는 연구들이 있었다. 이 연구는 향후 국내 생태자산 관련 연구 방향들에 설정하는데 활용할 수 있다.

Archivaria 리뷰를 통한 국외 기록관리학 연구의 동향 분석 (A Study on the Research Trends of Records and Archive Management in North America through the Review of Archivaria)

  • 박희진
    • 한국기록관리학회지
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    • 제14권4호
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    • pp.99-125
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    • 2014
  • 본 연구는 기록관리학 전문학술지인 "Archivaria" 학회지에 발간된 연구논문을 분석하여 북미를 중심으로한 국외 기록관리학 연구의 동향을 살펴보고, 앞으로의 연구방향을 제시하려는 목적으로 수행되었다. 이 연구에서는 2009년부터 2014년까지 최근 5년간 "Archivaria" 학술지에 실린 75편의 논문을 대상으로 정량분석을 통해 연구자별 분포, 주제영역별 키워드 분포를 조사하였다. 내용분석을 통해서는 연구논문의 핵심 키워드들을 추출하고, 이를 바탕으로 기록관리학의 주요 주제영역에 대한 국외 기록관리학 연구의 내용과 특성을 파악하고 우리나라 기록관리학 연구와 비교 분석하였다.

Research Status and Trend of Digital Twin: Visual Knowledge Mapping Analysis

  • Chen, Qiuying;Lee, Sang-Joon
    • International journal of advanced smart convergence
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    • 제10권4호
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    • pp.84-97
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    • 2021
  • Digital twins are one of the promising digital technologies used to facilitate digital transformation. Therefore, it needs to continually be developed remain relevant in industry and academia. Consolidation of research is required to create a common understanding of the topic and to ensure that future research is built upon a solid foundation. Based on a bibliometric review and a thematic analysis of 217 publications on digital twins from the past two decades, this paper creates and analyzes a visual knowledge map and proposes areas for further research. To comprehensively analyze the development trends and research trends of digital twins, we performed statistical analysis of the relevant literature on digital twins within the core collection database of Web of Science. Through our research, we have shown that the current situation, trends, and hotspots of digital twin research were analyzed via CiteSpace. This study demonstrates that research on digital twins is rapidly growing in popularity, that the output of the research depends largely on the core group of authors conducting it, and that digital twins warrant cross-domain and cross-disciplinary research pathways.

IoT 환경에서 안전한 소프트웨어 개발을 위한 소프트웨어공학 메타분석 (Software Engineering Research Trends Meta Analyzing for Safety Software Development on IoT Environment)

  • 김양훈;박원형;김국보
    • 융합보안논문지
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    • 제15권4호
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    • pp.11-18
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    • 2015
  • ICT 융합환경과 클라우드 컴퓨팅, 빅데이터 등의 새로운 환경이 도래함에 따라, 기존의 소프트웨어공학 기법들을 어떻게 활용하느냐가 주요 관건이 되고 있다. 더불어 IoT 환경에서 안전한 소프트웨어 활용을 위한 요구사항분석 및 설계 단계의 중요성이 나타나고 있다. 그러나 그간의 연구들은 IoT 환경에 적용되는 기술들의 활용성에 주로 초점이 맞추어져 있으며, 그러한 기술들을 안전하게 현장에 적용하기 위한 선행 단계인 분석 설계를 내실 있게 만들기 위한 연구는 미흡한 실정이다. 이에 따라서 본 연구에서는 소프트웨어 공학 기반의 연구동향을 정리하고 그 관계를 분석하고자 한다. 세부적으로 연구동향 메타분석을 수행하기 위하여 소프트웨어 공학 연구동향을 프로세스에 따라 구분하고 연차별 추이를 분석하였다. 그리고 키워드의 연관관계를 분석하여 주요 연구 흐름을 분석하였다. 이러한 분석을 바탕으로 IoT 환경에서 고품질 소프트웨어를 개발하기 위한 방안으로 소프트웨어 공학 기법들의 활용성을 높일 수 있는 전략을 제언하였다.

Comparative analysis of US and China artificial intelligence patents trends

  • Kim, Daejung;Jeong, Joong-Hyeon;Ryu, Hokyoung;Kim, Jieun
    • 한국컴퓨터정보학회논문지
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    • 제24권1호
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    • pp.25-32
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    • 2019
  • With the rapid development of artificial intelligence technology, the patenting activities related to the fields of AI is increasing worldwide. In particular, a share of patent filed in China has exploded in recent years and overtakes the numbers in the US. In the present study, we focus our attention on the patenting activity of China and the US. We analyzed 6,281 and 13,664 patent applications in the US and China respectively between 2008 and 2018, and belonging to the "G06F(Electric Digital Data Processing)", "G06N(Computer Systems Based on Specific Computational Models)", "H04L(Transmission of Digital Information)" and nine more relevant technological classes, as indicated by the International Patent Classification(IPC). Our analysis contributes to: first, the understanding of patent application trends from foreign countries filed in the US and China, 2) patent application status by applicants category such as companies, universities and individuals, 3) the development direction and forecasting vacant technology of AI according to main IPC code. Through the analysis of this paper, we can suggest some implications for patent research related to artificial intelligence in Korea. Plus, by analyzing the most recent patent data, we can provide important information for future artificial intelligence technology research.

그린ICT 산업의 VC투자 동향과 시사점 (Trends and Implications of Venture Capital Investment in Green Information and Communication Technology)

  • 최새솔;서혜진
    • 전자통신동향분석
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    • 제37권4호
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    • pp.1-10
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    • 2022
  • As the response to climate change becomes a more pressing global issue, so do expectations for climate change in the green information and communication technology (ICT) industry and the possibility of solving environmental problems through ICT. However, because the green ICT industry is still in its early stages, there is little research on it. Understanding the startup ecosystem in the industry is helpful for recognizing innovation trends in emerging technologies such as green ICT. In this regard, this paper investigates the current state and characteristics of the green ICT ecosystem and presents implications based on an examination of startup venture capital investment trends and submarket identification in the green ICT industry as emphasized by the carbon neutrality paradigm shift. The analysis included 4,807 companies and 3,990 funding records, as well as exploratory data analysis and "k-means" clustering techniques.

Publication Trends in the Pelvic Parameter Related Literature between 1992 and 2022 : A Bibliometric Review

  • Serdar Yuksel;Emre Ozmen;Alican Baris;Esra Circi;Ozan Beytemur
    • Journal of Korean Neurosurgical Society
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    • 제67권1호
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    • pp.50-59
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    • 2024
  • Objective : This study aimed to conduct a bibliometric analysis on pelvic parameter related research over the last 30 years, analyzing trends, hotspots, and influential works within this field. Methods : A comprehensive Web of Science database search was performed. The search yielded 3249 results, focusing on articles and reviews published from 1992 to 2022 in English. Data was analyzed using CiteSpace and VOSviewer for keyword, authorship, and citation burst analysis, co-citation analysis, and clustering. Results : The number of publications and citations related to pelvic parameters has increased exponentially over the last 30 years. The USA leads in publication count with 1003 articles. Top publishing journals include the European Spine Journal, Spine, and Journal of Neurosurgery: Spine, with significant contributions by Schwab, Lafage V, and Protoptaltis. The most influential articles were identified using centrality and sigma values, indicating their role as key articles within the field. Research hotspots included spinal deformity, total hip arthroplasty, and sagittal alignment. Conclusion : Interest in pelvic parameter related research has grown significantly over the last three decades, indicating its relevance in modern orthopedics. The most influential works within this field have contributed to our understanding of spinal deformity, pelvic incidence, and their relation to total hip arthroplasty. This study provides a comprehensive overview of the trends and influential research in the field of pelvic parameters.

콘크리트-폴리머 복합체에 관한 연구동향 분석 (Analysis of Research Trends on Concrete-Polymer Composite)

  • 연규석;김광우;김관호;박순무
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 1992년도 가을 학술발표회 논문집
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    • pp.63-69
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    • 1992
  • Research trends of concrete-polymer composite were analyzed based on 549 papers that were presented at international Congresses on Polymer in Concrete that have been opened seven times all around world since 1975. The analysis revealed that relative quantities of the papers about PC, PCC, PIC and others were 51%, 24%, 13% and 12%, in the order. Basic research was the main stream for PCC, PC, PIC. In PC study, however, it was shown that many researches were actively performed for application of PC.

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2012년 국내외 조명 연구 동향 분석을 통한 연구 방향 제시 (Analysis on the Domestic and International Illumination Research Trends in 2012 and Further Study Suggestion)

  • 박혜리;임동영;최은혁;이광식
    • 조명전기설비학회논문지
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    • 제27권12호
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    • pp.28-37
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    • 2013
  • This paper focuses on the domestic illumination research trends in 2012 based on reviewing the published papers in the Journal of the Korean Institute of Illuminating and Electrical Installation Engineers. It classifies and resumes the papers in five themes including exterior lighting, interior lighting, LED/OLED, optical device and optical fiber, and lighting industry. By comparatively studying a large number of papers published in Japan, North America, and China in the same year, the international illumination research trends are also figured out and further academic research topics are suggested.

Does Rain Really Cause Toothache? Statistical Analysis Based on Google Trends

  • Jeon, Se-Jeong
    • 치위생과학회지
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    • 제21권2호
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    • pp.104-110
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    • 2021
  • Background: Regardless of countries, the myth that rain makes the body ache has been worded in various forms, and a number of studies have been reported to investigate this. However, these studies, which depended on the patient's experience or memory, had obvious limitations. Google Trends is a big data analysis service based on search terms and viewing videos provided by Google LLC, and attempts to use it in various fields are continuing. In this study, we endeavored to introduce the 'value as a research tool' of the Google Trends, that has emerged along with technological advancements, through research on 'whether toothaches really occur frequently on rainy days'. Methods: Keywords were selected as objectively as possible by applying web crawling and text mining techniques, and the keyword "bi" meaning rain in Korean was added to verify the reliability of Google Trends data. The correlation was statistically analyzed using precipitation and temperature data provided by the Korea Meteorological Agency and daily search volume data provided by Google Trends. Results: Keywords "chi-gwa", "chi-tong", and "chung-chi" were selected, which in Korean mean 'dental clinic', 'toothache', and 'tooth decay' respectively. A significant correlation was found between the amount of precipitation and the search volume of tooth decay. No correlation was found between precipitation and other keywords or other combinations. It was natural that a very significant correlation was found between the amount of precipitation, temperature, and the search volume of "bi". Conclusion: Rain seems to actually be a cause of toothache, and if objective keyword selection is premised, Google Trends is considered to be very useful as a research tool in the future.