• 제목/요약/키워드: Digital analysis

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키워드 빈도 및 중심성 분석에 기반한 디지털 트윈 연구 동향 : 독일·미국·한국을 중심으로 (Research Trend on Digital Twin Based on Keyword Frequency and Centrality Analysis : Focusing on Germany, the United States, Korea)

  • 이택균
    • 디지털산업정보학회논문지
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    • 제20권2호
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    • pp.11-25
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    • 2024
  • This study aims to analyze research trends in digital twin focusing on Germany, the US, and Korea. In Elsevier's Scopus, we collected 4,657 papers about digital twin published in from 2019 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. In each country, 'digital_twin', 'machine_learning', and 'iot' appeared as research keywords with the highest interest. As a result of the centrality analysis, research on digital twin, simulation, cyber physical system, Internet of Things, artificial intelligence, and smart manufacturing was conducted as research with high centrality in each country. The implication for Korea is that research on virtual reality, digital transformation, reinforcement learning, industrial Internet of Things, robotics, and data analysis appears to have been conducted with low centrality, and intensive research in related areas appears to be necessary.

유아교사의 디지털 역량 측정 도구 개발을 위한 타당성 연구 (A Validity Study for the Development of a Digital Competency Assessment Tool for Preschool Teachers)

  • 이영미;박선영
    • 사물인터넷융복합논문지
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    • 제10권2호
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    • pp.93-102
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    • 2024
  • 본 연구의 목적은 유아교사들의 디지털 역량 수준을 측정할 수 있는 도구를 개발하기 위해 디지털 역량 지표에 대한 타당성을 검토하는 것이다. 이를 위해 유아교사 272명 대상으로 자료를 수집한 후 탐색적 요인분석과 확인적 요인분석을 실시하였다. 탐색적 요인분석 결과 4개 요인이 도출되었으며 확인적 요인분석을 통해 각 역량군과 하위역량지표 구성 모형에 대한 적합도, 타당도(집중타당도, 판별타당도) 및 신뢰도를 검증하였다. 최종적으로 검증된 4요인은 '디지털 기술 이해', '디지털 기술 활용', '디지털 기술 기반 상호작용', '디지털 윤리 이해 및 실천' 역량군으로 명명하였다. 분석결과를 통해 유아교사들의 디지털 역량을 측정하는 도구에 대한 신뢰도와 타당도를 입증할 수 있었고 본 연구결과는 유아교사들의 디지털 역량을 측정하고 각 디지털 역량 수준에 적합한 교육을 실시하는데 기초를 제공할 수 있다는 점에서 의의가 있다.

DigitalMicrograph Script Source Listing for a Geometric Phase Analysis

  • Kim, Kyou-Hyun
    • Applied Microscopy
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    • 제45권2호
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    • pp.101-105
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    • 2015
  • Numerous digital image analysis techniques have been developed with regard to transmission electron microscopy (TEM) with the help of programming. DigitalMicrograph (DM, Gatan Inc., USA), which is installed on most TEMs as operational software, includes a script language to develop customized software for image analysis. Based on the DM script language, this work provides a script source listing for quantitative strain measurements based on a geometric phase analysis.

The Effects of Digital Signage on Flow and Brand Attitudes: The Mediating Role of Pleasure

  • Ji, Kyoungha;Kim, Hanna
    • 패션비즈니스
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    • 제22권6호
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    • pp.53-69
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    • 2018
  • In recent years, digital media providing entertainment and information have become an important channel of customer experience. The aim of this study is to evaluate the effects of digital signage's characteristics on flow and brand attitudes and to verify the mediating role of pleasure in digital signage and flow. The stimuli were developed for a sports brand stores using 3D and video editing software. The survey was conducted on 544 subjects from both gender aged 20 to 49 years old, i.e. the population that constitutes the major target group for sports brands. The data collected was analyzed using IBM SPSS 24.0. Specifically, frequency analysis, factor analysis, reliability analysis, t-test, and regression analysis were performed on the data. Based on the results, we can draw the following conclusions; First, the dimension of digital signage was classified into aesthetic and functional attributes. Additionally, we found out that women highly value aesthetic attributes of digital signage while the customers in their 40s pay more attention to functional attributes than their counterparts aged 20-30 years. Second, our results suggest that pleasure has a mediating effect in the relationship between digital signage attributes and flow; specifically, both sub-dimensions of digital signage features (aesthetic attributes and functional attributes) affect flow by means of pleasure. Third, our results demonstrated that the flow of digital signage had a significant impact on brand attitudes.

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.

구조해석에 의한 디지털 곡선의 분리 (Segmentation of Digital Curves by Structural Analysis)

  • 류승필;권오석;김태균
    • 대한전자공학회논문지
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    • 제26권12호
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    • pp.1984-1994
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    • 1989
  • Techniques for approximating digitalcurves by polygonal lines are a valuable tool for image analysis and data compression. S. Shilien proposed a method for segmenting a digital curve into digital straight line segments digital straight line segments which are not satisfied with the structural properties, and have more than one break point by Shilien's method. Here, the structural representation of digital straight lines and digital staight line segments is described. And a method for segmenting a digital curve into digital straight line segments which are not satisfied with the structural properties, and have more than one break point by Shilien's method. Here, the structural representation of digital straight lines and digital staight line segments is described. And a method for segmenting a digital curve into digital straight line segments which may be not satisfied with the structural properties is proposed. The number of break points extracted by this method is less than that by S. Shilien's method from the digital curve which includes the digital straight line segments not satisfied with the structural properties.

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타임라인 분석 기법을 이용한 디지털 증거 분석 방법론 (Study on advanced analysis method based on timeline chart for Digital Forensic Investigation)

  • 이근기;황성진;이창훈;이상진
    • 한국항행학회논문지
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    • 제18권1호
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    • pp.50-55
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    • 2014
  • 최근 다양한 유형의 증거 분석에서 디지털 증거 분석 기법의 도입이 가속화되고 있으며 중요도가 증가하고 있다. 하지만 개인용 디스크 용량이 커지면서 저장하는 파일의 용량의 수가 증가하면서 전체 데이터를 모두 분석하는 것은 시간과 노력이 많이 소요된다. 대부분의 디지털 증거는 항상 시간정보를 저장하고 있으며, 시간 정보는 디지털 증거 분석에서 가장 중요한 요소 중 하나이다. 하지만 시간 유형이 다양하여 단순히 저장된 시간을 기준으로 사건을 분석하면 잘못된 분석결과를 도출할 가능성이 크다. 따라서 본 논문에서는 다양한 디지털 증거의 시간 유형에 대하여 고찰하고, 하나의 시간 축을 기준으로 디지털 증거 분석을 수행할 수 있는 타임라인 분석 기법에 대하여 설명한다.

Clinical Validity of Tooth Size Measurements Obtained via Digital Methods with Intraoral Scanning

  • Mohammed, Alnefaie;Sun-Hyung, Park;Jung-Yul, Cha;Sung-Hwan, Choi
    • Journal of Korean Dental Science
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    • 제15권2호
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    • pp.132-140
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    • 2022
  • Purpose: Dental diagnostic records derived from study models are a popular method of obtaining reliable and vital information. Conventional plaster models are the most common method, however, they are being gradually replaced by digital impressions as technology advances. Moreover, three-dimensional dental models are becoming increasingly common in dental offices, and various methods are available for obtaining them. This study aimed to evaluate the accuracy of the measurement of dental digital models by comparing them with conventional plaster and to determine their clinical validity. Materials and Methods: The study was conducted on 16 patients' maxillary and mandibular dental models. Tooth size (TS), intercanine width (ICW), intermolar width (IMW), and Bolton analysis were taken by using a digital caliper on a plaster model obtained from each patient, while intraoral scans were manually measured using two digital analysis software. A one-way analysis of variance test was used to compare the dental measurements of the three methods. Result: No significant differences were reported between the TS, the ICW and IMW, and the Bolton analysis through the conventional and two digital groups. Conclusion: Measurements of TS, arch width, and Bolton analysis produced from digital models have shown acceptable clinical validity. No significant differences were observed between the three dental measurement techniques.

객체지향 3D캐드를 이용한 공동주택 환경(일조, 조망)분석에 관한 디지털적 분석방법 연구 (A Study on the Analysis of Residential Environment based on Object-oriented 3D CAD System)

  • 유정원
    • 한국디지털건축인테리어학회논문집
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    • 제5권2호
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    • pp.9-14
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    • 2005
  • The analysis system has been needed to pre-evaluate and analyze the right for sunlight and the right for view in a residential environment since the urban high density and high rise residentinal building types have been prevailing these days. The purpose of this study is to propose an digital analysis method to evaluate sunlight and view conditions in a residential environment to improve the system performance in the sense of speed and accuracy. The digital analysis method using the object-oriented 3D CAD system and parametric library is studied and applied in the system and the various outputs of the analysis system makes possible to modify the design with the speed and accuracy as a result of the analysis. The study includes the evaluation for a daylight and view condition of each unit, and the interruption degree to a vicinity environment in terms of sunlight and view conditions comparing before and after construction.

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일체형 원자로 디지털 계측제어계통 전자파 장애 시험결과 분석 (Electromagnetic Interference Test Result Analysis of Integral Reactor Digital I&C System)

  • 이준구;손광영;박희석;박희윤;구인수
    • 한국전자파학회:학술대회논문집
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    • 한국전자파학회 2003년도 종합학술발표회 논문집 Vol.13 No.1
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    • pp.213-218
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    • 2003
  • Because of the development of digital technology, modern digital instrumentation & control systems are being innovativly developed in industrial plants. Whereas, many analog systems are still being used in nuclear plants, because of the demerits of digital equipment. As known, the demerits of digital equipment are the uncertainty and weaknesses in ambient environments such as smoke & electromagnetic interference In an Integral Reactor, a digital I&C system will be composed of microprocessor, memory and network card. Designers will apply new technique for digital equipment. Thus, it is important for digital I&C systems to operate according to designed functions & performance in the ambient environments during a life cycle. Digital I&C systems should have tolerance in such environments and environment qualification should be concluded To acquire electromagnetic interference qualification of digital equipment, this paper suggests an EMI test requirement. Designers should consider the electromagnetic compatibility and test digital equipment according to each test procedure. This paper involves an EMI test requirement and the results analysis of EUT(Equipment Under Test). Test result analysis will be used as electromagnetic compatibility design guides for Integral Reactor I&C systems.

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