• 제목/요약/키워드: multidimensional-analysis

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표상 유사성 분석을 이용한 연령별 얼굴 정서 차원 비교 (Comparison Between Core Affect Dimensional Structures of Different Ages using Representational Similarity Analysis)

  • 김종완
    • 감성과학
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    • 제26권1호
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    • pp.33-42
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    • 2023
  • 기존의 연령별 얼굴정서 인식 비교 연구에서는 정서별로 연령 간에 어떤 차이가 있는지 밝혔다. 이에 Kim(2021) 연구에서는 개별 정서가 아닌 정서공간에서 표상된 정서를 연령 간 비교하였다는 점에서 의의가 있으나, 기술적(descriptive) 비교만 시행하였을 뿐, 통계적 유의미 검증을 하지 않았다는 한계가 있다. 본 연구에서는 표상 유사성 분석(representational similarity analysis) 방법을 통해 연령간 실제 데이터 및 정서 모델 유사성행렬을 직접적으로 비교하였다. 또한 개인차 다차원척도법(individual differences multidimensional scaling)을 통해 연령간 정서 차원에 대한 비중을 비교하였다. 그 결과 실제 데이터 비교에서 노년 집단은 청년 및 중년 집단과 가장 유사하지 않았으며, 쾌불쾌 차원이 포함된 정서 모델과의 유사성 비교에서도 가장 유사하지 않았다. 또한 노년 집단은 각성 차원에 대한 비중이 청년 및 중년 집단과 유사하지 않음이 발견되었다. 본 연구는 실제 데이터, 정서 모델, 그리고 정서 차원 비중이라는 세 가지 측정치에 대해 노년 집단과 청년 및 중년 집단과의 차이를 통계적으로 검증하였다는 점에서 의의가 있다.

다차원 분석방법을 활용한 중소규모 공동주택 건축심의 의견의 경향과 비정형 데이터로서의 특성분석 (Multidimensional Analysis of Unstructured Data and Trends in Architectural Review Opinions of Small and Medium-Sized Apartment Projects )

  • 김진희;황태언;김재식;허영기
    • 한국건설관리학회논문집
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    • 제24권6호
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    • pp.74-80
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    • 2023
  • 본 연구는 국내 1인 가구수가 증가함에 따라 중소규모 공동주택에 대한 정책적 관심이 높아지는 가운데, 해당 사업 유형의 사업주들이 대비하기 가장 어려운 리스크로 건축심의가 지적되고 있다. 본 연구는 B도시의 25개 중소규모 공동주택 프로젝트에 대해 다차원 분석방법을 적용하여 건축심의 의견의 경향과 비정형데이터로서 건축심의 의견의 특성을 분석하였다. 대응분석 및 MDS 분석을 실시한 결과, 선행연구와 동일하게 B도시의 건축심의 의견은 주로 상위분류에서 '구조'와 '계획'에 관련된 키워드가 주를 이루었다. 즉, 모든 키워드의 출현빈도수 대비 각 상위분류의 빈도수의 합은, 선행연구의 직접분류결과는 '구조' 40%, '계획' 27%이며, 본 연구의 분석결과는 '구조' 44%, '계획' 39%인 것으로 나타났다. MDS모델의 적합도는 34.4%로 비교적 낮은 편이나, 대응분석을 통해 확인한 결과 건축심의의 비정형적 자료의 특성에 기인한 것으로 확인하였다. 또한, 본 연구에서 분석한 건축심의 의견과 같은 비정형적 데이터는 심의위원의 주관과 지자체별 양식에 따라 다양한 데이터의 조합과 출현이 이루어지며, 주로 언급되는 단어와 전혀 다른 키워드가 등장할 수 있어 첨도가 낮고 왜도가 높은 확률분포적 특성을 파악할 수 있었다. 본 연구는 일부 한계점이 있으나, 비정형 데이터로서 건축심의 의견의 특징을 도출해내었으며 추후 세부분석을 위한 기초 연구로서 활용 될 수 있을 것이다.

의류 제품 구매시 소재의 영향과 소비자 소재 선호 구조 분석 (The Analysis of Fabric Impact and Consumer′s Preference for Fabric on Clothing Purchase)

  • 정인희
    • 한국의류학회지
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    • 제26권1호
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    • pp.83-94
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    • 2002
  • This study was intended to identify fabric impact on decision-making process for clothing purchase, to determine evaluation factors of clothing, and to analyze consumer's preference for fabric on clothing purchase. 396 questionnaires distributed to college students were analyzed by descriptive statistics, oneway ANOVA, correlation, factor analysis and multidimensional scaling. The results are as follows; (1) Fabric impacted on the pre-purchase evaluation and the post-purchase process. (2) 4 factors - physical properties, outer-consciousness, self-satisfaction, and appropriateness- were determined as evaluation factors. Though fabric was included in the physical properties, fabric presented high correlations with other evaluative elements. (3) The most preferred fabric was being composed of natural fiber in fiber contents and having softness in sensation. As a result of multidimensional scaling, 2 dimensions of fabric sensation were developed as 'soft-hard'and 'thin-thick'.

한국판 아동용 다면적 생활만족도 척도(K-MSLSS)의 타당화 연구 (Validation of Korean Version of Multidimensional Students' Life Satisfaction Scale)

  • 이정미;이양희
    • 아동학회지
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    • 제29권4호
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    • pp.249-268
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    • 2008
  • The Korean version of the Multidimensional Students' Life Satisfaction Scale for children(K-MSLSS) assesses children's subjective perceptions of Life Satisfaction(LS) in five conceptually relevant domains : Friends, School, Family, Living Environment, and Self. The purpose of the present study was to validate the five-factor structure of the K-MSLSS using Confirmatory Factor Analysis(CFA) procedures by means of the AMOS 7.0 statistical program. Of the 681 children(10.5 years, SD=1.1) recruited from three public elementary schools in Seoul 431 children were the calibration sample and 430 children were the validation sample. Results of the analyses found that the five-factor structure of K-MSLSS is applicable for use with Korean children from 9-12 years of age regardless of gender.

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Key Account Management: Towards a Multidimensional Definition

  • Ahmmed, Kawsar;Noor, Nor Azila Mohd.
    • Asian Journal of Business Environment
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    • 제2권1호
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    • pp.5-13
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    • 2012
  • The aim of this paper is to propose an integrative definition of key account management (KAM) at the organizational level through a content analysis of the existing definitions of KAM available in the business literatures. A representative pool of definitions of key account management was generated through literature review from twenty three journals that covers the divergence of name variety like global account management, strategic account management, national account management, international key account management, key client management, major account management, key customers management and key account management. Relating to the definition of key account management various attributes are identified through content analysis and according to the relevance, profile for each attributes are developed. On the basis of these attributes a diagrammatic and textual definition is proposed that covers the different standpoints and aspects of key account management approach and captures its essence as well. Eventually, several strategic implications are derived that create the field for further empirical investigation.

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Theoretical Studies of Surface Diffusion : Multidimensional TST and Effect of Surface Vibrations

  • 곽기정;신석민;이상엽;신국조
    • Bulletin of the Korean Chemical Society
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    • 제17권2호
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    • pp.192-198
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    • 1996
  • We present a theoretical formulation of diffusion process on solid surface based on multidimensional transition state theory (TST). Surface diffusion of single adatom results from hopping processes on corrugated potential surface and is affected by surface vibrations of surface atoms. The rate of rare events such as hopping between lattice sites can be calculated by transition state theory. In order to include the interactions of the adatom with surface vibrations, it is assumed that the coordinates of adatom are coupled to the bath of harmonic oscillators whose frequencies are those of surface phonon modes. When nearest neighbor surface atoms are considered, we can construct Hamiltonians which contain terms for interactions of adatom with surface vibrations for the well minimum and the saddle point configurations, respectively. The escape rate constants, thus the surface diffusion parameters, are obtained by normal mode analysis of the force constant matrix based on the Hamiltonian. The analysis is applied to the diffusion coefficients of W, Ir, Pt and Ta atoms on the bcc(110) plane of W in the zero-coverage limit. The results of the calculations are encouraging considering the limitations of the model considered in the study.

Evaluation of thermal conductivity in REBCO coated conductor

  • Yong-Ju, Hong;Sehwan, In;Hyobong, Kim;Hankil, Yeom
    • 한국초전도ㆍ저온공학회논문지
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    • 제24권4호
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    • pp.78-83
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    • 2022
  • REBCO coated conductors are widely used for HTS power application, high magnetic field magnet application, and etc. A thermal stability of the REBCO conductor is essential for the operation of HTS-based device, and thermal conductivities of the conductor are relevant parameters for modeling cryogenic heat transfer. REBCO conductors consist of a REBCO layer, copper layers for electrical stabilization and a hastelloy substrate. At cryogenic temperature, thermal conductivity of copper and silver strongly depend on the purity of the material and the intensity of the magnetic field. In this study, thermal conductivities of the laminated composite structure of REBCO conductor are evaluated by using the thermal network model and the multidimensional heat conduction analysis. As a result, the thermal network model is applicable to REBCO conductors configured in series or parallel alone and multidimensional heat conduction analysis is necessary for complex cases of series and parallel configuration.

Data Analysis of Coronavirus CoVID-19: Study of Spread and Vaccination in European Countries

  • Hela Turki;Kais Khrouf
    • International Journal of Computer Science & Network Security
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    • 제24권1호
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    • pp.156-162
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    • 2024
  • Humanity has gone since a long time through several pandemics; we cite H1N1 in 2009 and also Spanish flu in 1917. In December 2019, the health authorities of China detected unexplained cases of pneumonia. The WHO (World Health Organization) has declared the apparition of Covid-19 (novel Coronavirus). In data analysis, multiple approaches and diverse techniques were used to extract useful information from multiple heterogeneous sources and to discover knowledge and new information for decision-making. In this paper, we propose a multidimensional model for analyzing the Coronavirus Covid-19 data (spread and vaccination in European countries).