• 제목/요약/키워드: multidimensional scaling

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델파이 조사에 의한 교통안전시설 관련업무체계 개선방안 (A study on improving the organizational structure of traffic safety facilities operation using a delphi technique)

  • 손의영
    • 대한교통학회지
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    • 제17권1호
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    • pp.53-65
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    • 1999
  • 본 연구는 도로상에 설치, 유지·관리되는 교통안전시설 관련업무체계의 개선방안을 모색함에 그 목적이 있다. 현재 교통안전시설 관련업무는 예산과 대다수 인력은 지방자치단체에서 지원되나, 업무의 주관은 중앙행정기관인 경찰이 수행하는 이원화된 체계로 인하여 많은 문제점이 유발되고 있다. 본 논문에서는 델파이기법을 이용하여 교통안전시설 관련 업무체계의 문제점을 분석하고 개선방안을 제시하였다. 설문결과는 설문대상자 전체 또는 이해관계그룹별로 분석하였으며, 다차원척도법을 이용하여 하나의 지각도상에 표현하여 분석하기도 하였다. 이러한 분석결과를 토대로 할 때, 교통안전시설 관련업무체계는 일원화되어야 하는 바, 구체적으로는 지방자치단체내에 전문기관이 설립, 운영되는 것이 최적대안으로 제시되었으며, 교통경찰을 지방경찰화하는 것이 차선대안으로 제시되었다.

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Effects of transgenic watermelon with CGMMV resistance on the diversity of soil microbial communities using PLFA

  • Yi, Hoon-Bok;Kim, Chang-Gi
    • Animal cells and systems
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    • 제14권3호
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    • pp.225-236
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    • 2010
  • We compared the composition of phospholipid fatty acids (PLFA) to assess the microbial community structure in the soil and rhizosphere community of non-transgenic watermelons and transgenic watermelons in Miryang farmlands in Korea during the spring and summer of 2005. The PLFA data were seasonally examined for the number of PLFA to determine whether there is any difference in the microbial community in soils from two types of watermelons, non-transgenic and transgenic. We identified 78 PLFAs from the rhizosphere samples of the two types of watermelons. We found eight different PLFAs for the type of plants and sixteen PLFAs for the interaction of plant type and season. The PLFA data were analyzed by analysis of variance separated by plant type (P<0.0085), season (P<0.0154), and the plant type${\times}$season interaction (P<0.1595). Non-parametric multidimensional scaling (NMS showed a small apparent difference but multi-response permutation procedures (MRPP) confirmed that there was no difference in microbial community structure for soils of both plant types. Conclusively, there was no significant adverse effect of transgenic watermelon on bacterial and fungal relative abundance as measured by PLFA. We could reject our hypothesis that there might be an adverse effect from transgenic watermelon with our statistical results. Therefore, we can suggest the use of this PLFA methodology to examine the adverse effects of transgenic plants on the soil microbial community.

디지털 트윈 연구의 저자 동시인용 분석 (Author Co-citation Analysis for Digital Twin Studies)

  • 김수민;서창교
    • 한국정보시스템학회지:정보시스템연구
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    • 제28권3호
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    • pp.39-58
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    • 2019
  • Purpose A digital twin is a digital replication of a physical system. Gartner identified the digital twin as one of the Gartner Top 10 Strategic Technology Trend for three years from 2017. The rapid development of the digital twin market is expected to bring about innovation and change throughout society, and much research has been done recently in academia. In this research, we tried to explore the main research trends for digital twin research. Design/methodology/approach We collected the digital twin research from Web of Science, and analyzed 804 articles that was published during time span of 2010-2018. A total of 41 key authors were selected based on the frequency of citation. We created a co-citation matrix for the core authors, and performed multivariate analysis such as cluster analysis and multidimensional scaling. We also conducted social network analysis to find the influential researchers in digital twin research. Findings We identified four major sub- areas of digital twin research: "Infrastructure", "Prospects and Challenges", "Security", and "Smart Manufacturing". We also identified the most influential researchers in digital twin research: Lee EA, Rajkumar R, Wan J, Karnouskos S, Kim K, and Cardenas AA. Limitation and further research suggestion were also discussed as a concluding remarks.

Microhabitat Characteristics Determine Fish Community Structure in a Small Stream (Yudeung Stream, South Korea)

  • Choi, Jong-Yun;Kim, Seong-Ki;Kim, Jeong-Cheol;Lee, Hyeon-Jeong;Kwon, Hyo-Jeong;Yun, Jong-Hak
    • Proceedings of the National Institute of Ecology of the Republic of Korea
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    • 제2권1호
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    • pp.53-61
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    • 2021
  • Distribution of fish community depends largely on environmental disturbance such as habitat change. In this study, we evaluated the impact of environmental variables and microhabitat patch types on fish distribution in Yudeung Stream at 15 sites between early May and late June 2019. We used non-metric multidimensional scaling to examine the distribution patterns of fish in each site. Gnathopogon strigatus, Squalidus gracilis majimae, Zacco koreanus, and Zacco platypus were associated with riffle and boulder areas, whereas Iksookimia koreensis, Acheilognathus koreensis, Coreoleuciscus splendidus, Sarcocheilichthys nigripinnis morii, and Odontobutis interrupta were associated with large shallow areas. In contrast, Cyprinus carpio, Carassius auratus, Lepomis macrochirus, and Micropterus salmoides were found at downstream sites associated with large pool areas, sandy/clay-bottomed areas, and vegetated areas. On the basis of these results, we suggest that microhabitat patch types are important in determining the diversity and abundance of fish communities, since a mosaic of different microhabitats supports diverse fish species. As such, microhabitat patches are key components of freshwater stream ecosystem heterogeneity, and a suitable patch composition in stream construction or restoration schemes will support ecologically healthy food webs.

연속형 중심-주변 네트워크 모형을 통한 세대 간 세대 내 디지털 격차 해소를 위한 전략 도출 (Deriving a Strategy for Resolving the Inter-and Intra-generational Digital Divide based on the Continuous Core-periphery Network Model)

  • 유인진;하상집;박도형
    • 한국정보시스템학회지:정보시스템연구
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    • 제31권1호
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    • pp.115-146
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    • 2022
  • Purpose The purpose of this study is to find meaningful insights using regression analysis to resolve the digital divide between generations. In the analysis process of this study, social network analysis was applied to approach it with a perspective differentiated from the existing statistical techniques. Design/methodology/approach This study used a social network analysis methodology that transforms and analyzes government-led survey data into relational data. First, the cross-sectional data were converted into relational data, and a continuous core-periphery model and multidimensional scaling method were applied. Afterwards, the relationship between various factors affecting the digital divide and the difference in influence were analyzed by generation. Findings According to the network analysis results, it can be seen that all generations commonly use 'information and news search' and 'living information service'. However, it can be seen that the centrally used services of each generation are clearly different from each other, and the degree of linkage between the services is also clearly different. In addition, it can be seen that the relationship between factors influencing the digital divide by generation is also different.

유아기 지속가능발전교육을 위한 교사역량에 대한 개념도 연구 (A Concept Map Study on Teacher Competency for ESD(Education for Sustainable Development) in Early Childhood)

  • 이효빈;권연희;안정은
    • 한국보육지원학회지
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    • 제17권6호
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    • pp.53-72
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    • 2021
  • Objective: This study aimed to reveal early childhood teachers' perceptions of teacher competency for ESD using concept mapping and demonstrating its importance. Methods: 16 early childhood teachers in charge of 3-5 year olds conducted statement writing, and then the importance of selected statements were rated by 160 early childhood teachers in charge of 3-5 year olds. Selected statements were analyzed through multidimensional scaling and hierarchical cluster analysis. Results: Early childhood teachers perceived teacher competency for ESD in early childhood as concept mapping with two-dimensions and six clusters. The following six clusters were established (1) ethics for sustainable development, (2) willingness to participate in ESD, (3) development and operation of a sustainable development curriculum, (4) recognition and practice of environmental issues, (5) realization of value for sustainable development, and (6) practical thinking for ESD. And then among the six clusters, the most important cluster was recognized as 'ethics for sustainable development', and among the statements 'having an open mind to understand multiculturalism and the disabled' was considered relatively important Conclusion/Implications: Based on these results, we discussed the importance of teacher competency for ESD in early childhood, development of teacher competency scale, and preparation of a teacher education plans for each competency.

한국 남해에 출현하는 가고시마샛멸(Argentina kagoshimae)의 섭식생태 (Feeding Ecology of Smallmouth Argentine Argentina kagoshimae in Coastal Waters of the South Sea, Korea)

  • 정재묵;이승종;백근욱
    • 한국수산과학회지
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    • 제55권5호
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    • pp.590-597
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    • 2022
  • We analyzed the diet composition of smallmouth argentine Argentina kagoshimae, which were collected via bottom trawl in the South Sea during February, April, August, and October 2021. Their size range was 8.1-21.4 cm total length. A. kagoshimae are mesopelagic carnivores, mainly consuming benthopelagic Euphausiacea and Caridea crustaceans. Polychaetes were the second largest prey component in their diet, which also included small quantities of copepods, amphipods, and arrow worms. Stomach content compositions substantially differed among body size levels in A. kagoshimae. The results of non-metric multidimensional scaling ordination and permutational multivariate analysis of variance of dietary data revealed no significant dietary differences. The results of a graphical analysis of the diet composition showed that A. kagoshimae are specialized feeders characterized by strong individual feeding specialization.

Understanding the Dynamics between U.S. City Diplomacy and Public Diplomacy

  • Amiri, Sohaela
    • Journal of Public Diplomacy
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    • 제2권1호
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    • pp.97-115
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    • 2022
  • What is the relationship between city diplomacy and public diplomacy in the United States? Whilst this question is often raised among scholars and practitioners of public diplomacy, a concrete and systematic response to it seems difficult to locate. This paper addresses the question by relying on earlier research based on empirical analysis of data from semi-structured interviews with city officials with international purview in the United States as well as with current and former officials at the U.S. Department of State who have worked on topics related to city diplomacy. The research and analysis that informs this paper and the diagrams it offers are hinged on design principles and adopt an architecture studio style approach to data analysis. Further, multidimensional scaling and correspondence analysis are used to visualize the convergence and divergence between the functions of public diplomacy, as introduced by Nicholas Cull, and the functions of city diplomacy that this paper introduces. This is done to first, provide a framework for understanding the dynamics between city diplomacy and public diplomacy; and second, uncover the policy intervention space that could guide policies for making U.S. city diplomacy and public diplomacy more strategically aligned.

An analysis of English as a foreign language learners' perceptual confusions and phonemic awareness of English fricatives

  • KyungA Lee
    • 말소리와 음성과학
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    • 제15권3호
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    • pp.37-44
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    • 2023
  • This study investigates perceptual confusions of English fricatives among 121 Korean elementary school English as a foreign language (EFL) learners with shorter periods of learning English. The objective is to examine how they perceive English fricative consonants and to provide educational guidelines. Two sets of English fricative identification tasks-voiceless fricatives and voiced fricatives-were administered to participants in a High Variability Phonetic Training (HVPT) setting. Their phonemic awareness of the fricatives was visualized in perceptual confusion maps via multidimensional scaling analysis. The findings are explored in terms of the impacts of Korean EFL learners' L1 linguistic aspects and a comparison with L1 learners. Learners' phonemic awareness patterns are then compared with their relative importance in speech intelligibility based on a functional load hierarchy. The results indicated that Korean elementary EFL learners recognized English fricatives in a manner largely akin to L1 learners, suggesting their ongoing acquisition progress. Additionally, the findings demonstrated that the young EFL learners possess sufficient phonemic awareness for most high functional load segments but encounter some difficulties with one high and one low functional pair. The findings of this study offer suggestions for diagnosing language learners' phonemic awareness abilities, thereby aiding in the development of practical guidelines for language instructional design and helping educators make informed decisions regarding teaching priority in L2 classes.

히어리 자생지 식생구조와 환경요인 간 상호관계 (Correlation Between Vegetation Structure and Environmental Factors of Corylopsis coreana Uyeki Habitats)

  • 박병주;허태임;천광일
    • 한국환경복원기술학회지
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    • 제26권4호
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    • pp.1-16
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    • 2023
  • The purpose of this study is to understand the vegetation structure of the Corylopsis coreana habitats in South Korea and their correlation with environmental factors, in order to provide basic data for preparing conservation. A total of 40 vegetation survey plots were established in around Southern region, Gangwon-do and Gyeonggi-do Province. The cluster analysis revealed four distinct clusters: Quercus mongolica-Pinus densiflora (QmPd), Castanea crenata (Cc), Quercus mongolica (Qm), and Pinus koraiensis (Pk). Among them, the QmPd cluster was selected as the representative community. Soil texture analysis that most areas consisted of loamy soil and were distributed on the northern aspects. The plantation, represented by Pk, exhibited a high content of exchangeable aluminum (5.227±0.342 mg/kg), suggesting the need for soil improvement and monitoring in these habitats. The canopy openness (forest gap) ranged from 11% to 21%, indicating a relatively closed canopy in many survey plots. Non-metric multidimensional scaling analysis indicated heterogeneous species composition between the QmPd cluster and the Pk cluster (total R2 = 0.608).