• 제목/요약/키워드: Classification Papers

검색결과 241건 처리시간 0.028초

텍스트 마이닝 기법을 활용한 컴퓨팅 사고력 연구 동향 분석 (An Analysis of Research Trends in Computational Thinking using Text Mining Technique)

  • 이재호;장준형
    • 정보교육학회논문지
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    • 제23권6호
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    • pp.543-550
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    • 2019
  • 컴퓨팅 사고력에 대한 연구는 2006년 자넷 윙이 이를 정의하고 2014년 영국에서 SW교육을 필수교과로 운영하게 되면서 관련 연구가 본격화 되었다. 본 연구는 최근 중요도가 높아가는 컴퓨팅 사고력을 키워드로 관련 연구논문을 수집하여 텍스트 마이닝 기법으로 분석하였다. 1차는 컴퓨팅 사고력을 키워드로 CONCOR 분석을 하였으며 2차는 국내외 대표 학술지를 선정하여 컴퓨팅 사고력의 구성요소를 텍스트 마이닝 기법으로 분석하였다. 2회에 걸친 분석결과 도출된 시사점은 다음과 같다. 첫째, 추상화, 알고리즘, 데이터처리, 문제분해, 패턴인식은 컴퓨팅 사고력 구성요소에 대한 연구의 핵심을 이루고 있었다. 둘째, 컴퓨팅 사고력과 과학, 수학 교과 중심의 융합 교육에 대한 연구가 활발히 진행되고 있음을 확인하였다. 셋째, 컴퓨팅 사고력에 대한 연구가 2010년 이후 확대되고 있었다. 향후 컴퓨팅 사고력과 구성요소에 대한 분류와 정의를 정립하여 이를 교육현장에 적용하는 연구가 꾸준히 진행되어야 할 필요가 있다.

과학기술 논문의 참고문헌 텍스트 정보를 활용한 기술의 군집화 (Technology Clustering Using Textual Information of Reference Titles in Scientific Paper)

  • 박인채;김송희;윤병운
    • 산업경영시스템학회지
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    • 제43권2호
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    • pp.25-32
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    • 2020
  • Data on patent and scientific paper is considered as a useful information source for analyzing technological information and has been widely utilized. Technology big data is analyzed in various ways to identify the latest technological trends and predict future promising technologies. Clustering is one of the ways to discover new features by creating groups from technology big data. Patent includes refined bibliographic information such as patent classification code whereas scientific paper does not have appropriate bibliographic information for clustering. This research proposes a new approach for clustering data of scientific paper by utilizing reference titles in each scientific paper. In this approach, the reference titles are considered as textual information because each reference consists of the title of the paper that represents the core content of the paper. We collected the scientific paper data, extracted the title of the reference, and conducted clustering by measuring the text-based similarity. The results from the proposed approach are compared with the results using existing methodologies that one is the approach utilizing textual information from titles and abstracts and the other one is a citation-based approach. The suggested approach in this paper shows statistically significant difference compared to the existing approaches and it shows better clustering performance. The proposed approach will be considered as a useful method for clustering scientific papers.

학교 환경 디자인 연구 동향 분석 - 2010년 이후 연구를 중심으로 - (Trends Analysis of Environmental Design Studies in School - Focused on studies since 2010 -)

  • 김예진;양혜진;이경화
    • 교육시설 논문지
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    • 제27권2호
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    • pp.69-78
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    • 2020
  • Interest in the school environment design is increasing as the project to restructure school space and to become common in school through smart devices. However, no research has been presented on the current status of studies on school environmental design, and the need for analysis of recent research trends in school environmental design is required. In response, this study aims to provide basic data on school environmental design by analysing the trends of domestic studies of school environmental design since 2010 and to present the direction of research on future school environmental design. A total of 312 papers related to school architecture and spatial design are set for study in the results of academic information search on school environmental design. Based on this, frequency analysis and cross-sectional analysis are conducted based on the classification table according to the year of issue, research subject, research purpose, and research method. The statistical significance of the research subjects was secured in accordance with the year of issue and subject to study, and accordingly the key research key words were derived. It is meaningful that through this study, the current status of school environmental design research over the last 10 years can be analyzed and the direction for the future school environmental design research has been suggested.

한국표준질병 사인분류에 따른 위염(胃炎)의 한의학적 변증 연구 (Study on Syndrome Differentiation of Gastritis by Korean Standard Classification of Dsease and Cause of Death)

  • 박미선;김영목
    • 동의생리병리학회지
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    • 제31권5호
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    • pp.255-263
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    • 2017
  • This article is for understanding relations between the classifications of gastritis and syndrome differentiation types of Korean Medicine through research on syndrome differentiations of clinically applied gastritis and literature of Korean Medicine. Clinical papers were searched in China Academic Journals(CAJ) of China National Knowledge Infrastructure(CNKI) from 1995 to 2015. Conclusions are as follows. First, disease mechanism of chronic gastritis are qi stagnation, damp stagnation, heat obstruction, blood stasis obstruction, yin damage, damage to collaterals with healthy qi deficiency and pathogenic qi. And qi movement stagnation is shown through the status of chronic gastritis. Second, chronic superficial gastritis belongs to qi aspect syndrome and mainly pathogen excess syndrome. And the key mechanisms are congestion and disharmony of stomach qi sometimes combined with liver depression, food accumulation and dampness-heat. Third, chronic atrophic gastritis belongs to qi-blood syndrome and deficiency-excess complex syndrome with the root of spleen qi deficiency and stomach yin deficiency and the tip of blood stasis, qi stagnation. And key mechanism is damage to collaterals with healthy qi deficiency and toxin-blood stasis. Forth, pathogen excess syndromes are shown at the early stage of chronic gastritis and healthy qi deficiency syndromes after the middle stage. Qi deficiency is shown at the beginning of the disease and yin deficiency at the late stage. And qi deficiency is related with superficial gastritis and yin deficiency with atrophic gastritis.

국내 무인항공기의 경로계획 연구 (A Review of Routing Plan for Unmanned Aerial Vehicle : Focused on In-Country Researches)

  • 김진우;김진욱;채준재
    • 산업경영시스템학회지
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    • 제38권4호
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    • pp.212-225
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    • 2015
  • UAV (Unmanned Aerial Vehicle), the pilotless plane or drone, draws researchers' attention at these days for its extended use to various area. The research was initiated for military use of the UAV, but the area of applicable field is extended to surveillance, communication, and even delivery for commercial use. As increasing the interest in UAV, the needs of research for operating the flying object which is not directly visible when it conducts a certain mission to remote place is obviously grown as much as developing high performance pilotless plane is required. One of the project supported by government is related to the use of UAV for logistics fields and controlling UAV to deliver the certain items to isolated or not-easy-to-access place is one of the important issues. At the initial stage of the project, the previous researches for controlling UAV need to be organized to understand current state of art in local researches. Thus, this study is one of the steps to develop the unmanned system for using in military or commercial. Specifically, we focused on reviewing the approaches of controlling UAV from origination to destination in previous in-country researches because the delivery involves the routing planning and the efficient and effective routing plan is critical to success to delivery mission using UAV. This routing plan includes the method to avoid the obstacles and reach the final destination without a crash. This research also present the classification and categorization of the papers and it could guide the researchers, who conduct researches and explore in comparable fields, to catch the current address of the research.

자살예방을 위한 주거환경 계획요소 및 실태 분석 - 공공임대주택을 대상으로 (Design Elements of Residential Environment of Multi-family Housing for Suicide Prevention and Empirical Analysis - Focused on Public Rental Housing)

  • 이승지;이은진;노태린
    • 의료ㆍ복지 건축 : 한국의료복지건축학회 논문집
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    • 제27권3호
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    • pp.51-60
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    • 2021
  • Purpose: The purpose of this study is to derive the residential environment design elements that affect suicide, and then analyze the actual situation in terms of suicide prevention and suggest implications. Methods: The study was conducted through literature analysis, field surveys, and interviews with stakeholders. Results: As a result of extracting the variables related to the residential environment that affect suicide suggested in a total of 18 papers, 15 variables were extracted and organized into major categories such as housing type, health and welfare facilities, leisure and cultural facilities, and living environment. Next, we selected a public rental housing complex with a relatively high suicide rate among multi-family housing as the case, and conducted a empirical analysis. It was investigated that the facilities were insufficient, and apart from the quantitative satisfaction of the rest, various problems were exposed, such as the classification of users according to age and insufficient management in terms of the actual use of residents including suicide attempters. Implications: First, it is necessary to search for the design direction of the residential environment for suicide prevention. Second, it is necessary to find a way to solve the exclusion phenomenon that appears in space and programs. Third, when planning a space for suicide prevention, understanding of the behavior of high-risk groups should be reflected.

'정보시스템연구'의 연구주제와 서베이 방법론 동향분석 (Topic and Survey Methodological Trends in 'The Journal of Information Systems')

  • 류성열;박상철
    • 한국정보시스템학회지:정보시스템연구
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    • 제27권4호
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    • pp.1-33
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    • 2018
  • Purpose The purpose of this study is to review topic and survey methodological trends in 'The Journal of Information Systems' in order to present the practical guidelines for the future IS research. By attempting to conduct a meta-analysis on both topic and survey methodological trends, this study could provide researchers wishing to pursue this line of work further with what can be done to improve IS disciplines. Design/methodology/approach In this study, we have reviewed 185 papers that were published in 'The Journal of Information Systems' from 2010 to 2018 and classified them based on topics studied and survey methodologies used. The classification guidelines, which was developed by Palvia et al.(2015), has been used to capture the topic trends. We have also employed Struab et al.(2004)s' guidelines for securing rigor of validation issues. By using two guidelines, this study could also present topic and rigor trends in 'The Journal of Information Systems' and compare them to those trends in International Journals. Findings Our findings have identified dominant research topics in 'The Journal of Information Systems'; 1) social media and social computing, 2) IS usage and adoption, 3) mobile computing, 4) electronic commerce/business, 5) security and privacy, 6) supply chain management, 7) innovation, 8) knowledge management, and 9) IS management and planning. This study also could offer researchers who pursue this line of work further practical guidelines on mandatory (convergent and discriminant validity, reliability, and statistical conclusion validity), highly recommended (common method bias testing), and optional validations (measurement invariance testing for subgroup analysis, bootstrapping methods for testing mediating effects).

암반공학분야에 적용된 인공지능 알고리즘 분석 (An Analysis of Artificial Intelligence Algorithms Applied to Rock Engineering)

  • 김양균
    • 터널과지하공간
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    • 제31권1호
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    • pp.25-40
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    • 2021
  • 4차 산업혁명 시대의 도래에 따라 암반공학분야에서도 인공지능을 활용한 연구가 점차 증가하고 있다. 본 논문에서는 인공지능에 대한 이해와 그 활용도를 더욱 증진시키기 위하여, 암반공학기술의 주된 적용대상인 터널, 발파, 광산과 관련된 최근의 국내외 연구 중 인공지능이 활용된 논문들에서 그 알고리즘의 종류와 적용방법을 분석하였다. 터널에서는 암반분류, TBM굴진율 및 막장전방 지질 예측, 발파에서는 암반의 파쇄도 및 비산거리, 광산에서는 폐광의 침하가능성 예측을 위해 주로 활용되고 있으며, 기계학습의 다양한 알고리즘 중 인공신경망이 압도적으로 많이 활용되고 있는 것으로 나타났다. 연구결과의 정확도와 신뢰성 제고를 위해 사용하고자 하는 인공지능 알고리즘에 대한 정확하고 상세한 이해가 필수적이며, 현재는 접근이나 분석이 난해한 암반공학 분야의 다양한 문제해결을 위해 기계학습뿐 아니라 CNN 또는 RNN과 같은 딥러닝을 활용한 연구 아이디어들이 점차 증가될 것으로 기대된다.

구강건강지표를 활용한 건강수명 연구경향 분석: 최근 10년간의 논문분석(2010-2020) (Research trend of health life expectancy using oral health indicators (2010-2020))

  • 정현우;양정연;박희정
    • 한국학교ㆍ지역보건교육학회지
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    • 제22권2호
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    • pp.75-91
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    • 2021
  • Purpose: The purpose of this article is to clearly describe research trends on health life expectancy using oral health indicators that have been published from 2010 to 2020 then suggest the direction of future research. Methods: Online academic databases in English (PubMed, Web of Science and Embase) were used to find those articles by applying a variety of keywords, including terms (adjusted life year, adjusted life expectancy, dental and oral). We identified relevant articles based on the following classification method of Mathers: (1) health gaps, (2) health expectancies. Results: Among 1,728 articles from the online databases, the final 13 studies satisfied the inclusion criteria and were selected for analysis. Health life expectancy studies indicate that research growth was recently achieved overseas. Among the literature collected in this study, 10 studies using health gap indicators yielded seven Disability-Adjusted Life Year (DALY), and three calculated Quality-Adjusted Life Year (QALY), which differed in the nature of the survey data used in the study measuring DALY and QALY. There are only three health expectancies and the number of papers were smaller than the health gap study. Conclusion: Establishing a foundation to calculate health life expectancy indicators through the development and improvement of oral health level are needed. More studies in the area of health life expectancy estimation research is based on actual prevalence and oral health-related quality of life are also needed.

사업실패에 관한 국내외 연구동향 (Business Failure: Overview and Research Trend)

  • 배태준;최윤형
    • 중소기업연구
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    • 제42권3호
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    • pp.43-75
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    • 2020
  • 본 연구는 중소기업학회에서 편찬한 '중소기업연구'에 게재된 논문을 분석하여 사업실패의 연구동향을 알아보는데 있다. 이를 위하여, 첫째, 문헌고찰을 통해, 해외의 연구동향과 주요 연구 주제를 탐색하고, 본 연구를 위한 분석의 틀을 작성하였다. 둘째, 1979년부터 2019년에 이르기까지, 중소기업연구에 편찬된 총 1,060편의 논문 중, 실패와 관련된 16편을 선정하고 분석하였다. 세 번째, 중소기업연구 이외의 한국의 실패 연구동향을 알아보기 위해, 키워드 분석으로 24편을 추가로 선정하여 분석하였다. 본 논문에서는 실패 연구의 동향을 총 5가지 큰 주제로 구분하여 분석하였다. (1) 실패예측, (2) 실패 전·후 감정, (3) 감정 이외 실패 비용, (4) 실패 원인, (5) 재창업 결정 및 성공요인이다. 기존연구가 가지는 함의를 살펴봄으로써, 향후 실패분야의 연구방향을 제시하고 있다.