• 제목/요약/키워드: Visualized Cluster

검색결과 44건 처리시간 0.024초

선호감성 어휘분석을 통한 남녀 대학생의 감성 유형화 (Grouping Preferred Sensations of College Students Using Sementic Differential Methods of Sensation Words)

  • 나영주;조길수
    • 감성과학
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    • 제5권1호
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    • pp.9-16
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    • 2002
  • 98가지 감성 형용사를 수집하여 176명의 남녀 대학생을 대상으로 SD법에 의해 선호도를 조사한 결과, 개인차가 큰 감성어휘에는 '매니쉬, 수공예적인, 귀족적인, 섹시'등의 중간정도의 선호도를 나타내는 감성어휘들이 포함되었으며, 개인차가 적은 어휘로는 '건조한, 인공적인'등의 비선호감성과 '멋스런, 유연한'등의 선호감성이 있었다. 선호감성에 의해 남녀 대학생들을 유형화시키면 남녀 대학생의 선호감성은 크게 10가지로 나타났다. 대부분의 대학생들이 '캐주얼파'였으나(32.4%), 이는 다시 '비장식 개성 캐주얼파, 역동적 쿨개성 캐주얼파, 정성청결 캐주얼파'로 세분화되었다. 다음으로 많은 대학생들이 '로맨틱 모던파'(21.4%)였으며, 그 다음으로는 '단순 내추럴파'(17.3%)였다. 또한 '클래식파(9.2%-수공예 로맨틱 클래식파, 획일적 클래식파)', '비표현파'(8.7%). '호화개성 복고파'(7.4%), '민족감성 선호파'(4.6%) 등이 있었다. 감성어휘와 대학생의 집단들은 크게 두 개의 선호감성축(정적-동적, 경량-중량)을 중심으로 가시적으로 함께 그룹화/도식화될 수 있었다.

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QCanvas: An Advanced Tool for Data Clustering and Visualization of Genomics Data

  • Kim, Nayoung;Park, Herin;He, Ningning;Lee, Hyeon Young;Yoon, Sukjoon
    • Genomics & Informatics
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    • 제10권4호
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    • pp.263-265
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    • 2012
  • We developed a user-friendly, interactive program to simultaneously cluster and visualize omics data, such as DNA and protein array profiles. This program provides diverse algorithms for the hierarchical clustering of two-dimensional data. The clustering results can be interactively visualized and optimized on a heatmap. The present tool does not require any prior knowledge of scripting languages to carry out the data clustering and visualization. Furthermore, the heatmaps allow the selective display of data points satisfying user-defined criteria. For example, a clustered heatmap of experimental values can be differentially visualized based on statistical values, such as p-values. Including diverse menu-based display options, QCanvas provides a convenient graphical user interface for pattern analysis and visualization with high-quality graphics.

평형평판 간극사이에서 PIV를 이용한 ER유체의 유동특성에 관한연구 (A Study on Flow Characteristics of ERF Between Two Parallel-Plate by Using PlV)

  • 정완보;박영석
    • 한국공작기계학회논문집
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    • 제15권1호
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    • pp.56-62
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    • 2006
  • An experimental investigation was performed to study the characteristics of ER(Electro-Rheological) fluid flow in a horizontal rectangular tube with or without D.C voltage. To determine some characteristics of the ER flow, 2D PIV(Particle Image Velocimetry) technique is employed for velocity measurement. This research found the mean velocity distribution with 0kV/mm, 1.0kV/mm and 1.5kV/mm for Re = 0, 0.62, 1.29 and 2.26. When the strength of the electric field increased, the cluster of ERF are clearly strong along the test tube and the flow rate decreased. In this study, the rheology of ER fluid stagnating or flowing through a dispersion meter will be investigated by PIV method. And then the ER effect, which appears at the ER valves and their appliance will be visualized.

Trend Analysis on Korea's National R&D in Logistics

  • Jeong, Jae Yun;Cho, Gyusung;Yoon, Jieon
    • 한국해양공학회지
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    • 제34권6호
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    • pp.461-468
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    • 2020
  • This study examined how national research and development (R&D) in the domain of logistics has changed recently in the Republic of Korea. We conducted basic statistical analysis and social network analysis on 5,327 logistics-related R&D projects undertaken during 2005-2019. Data for performing these analyses were collected from the R&D database of the National Science and Technology Information Service (NTIS). By constructing a co-occurrence matrix with keywords, we conducted degree and betweenness centrality analysis and visualized the network matrix to display a cluster map. This study presents our observations related to the following findings: (1) the chronical trends of logistics R&D, (2) focused fields of logistics R&D, (3) the relations among keywords, and (4) the characteristics of logistics R&D. Finally, we suggest policy implications to boost and diversify logistics R&D.

한국인 영어 학습자의 설측음 발화의 문제점: 음향음성학적 특성을 중심으로 (Speech Problems of English Laterals by Korean Learners based on the acoustic Characteristics)

  • 김종구;김현기;전병만
    • 음성과학
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    • 제7권3호
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    • pp.127-138
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    • 2000
  • The aim of this paper is to find the speech problems of English Laterals by Korean learners and to contribute to the effective pronunciation education with visualizing the pronunciation. In this paper we analyzed 18 words including lateral sounds which were divided into such as: initial, initial consonant cluster, intervocalic, final consonant cluster, and final. To analyse the words we used High speed speech analysis system. We examined acoustic characteristics of English lateral spectrogram by using voice sustained time(ms), FL1, FL2, FL3. Before we started, we had expected that the result would show us that the mother tongue interfere in the final sounds because we have similar sounds in Korea. The results of our experiments showed that initially, voice sustained time showed many more differences between Korean and native pronunciation. Also, it was seen that Korean pronunciation used the syllable structure of the own mother tongue. For instance, in the case of initial consonant cluster CCVC, Koreans often used CC as a syllable and VC as another. This was due to the mother tongue interference. For this reason in the intervocalic and in the final, we saw the differences between Korean and native. Therefore we have to accept the visualized analysis system in the instruction of pronunciation.

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헬스케어 특허의 IPC 코드 기반 사회 연결망 분석(SNA)을 이용한 기술 융복합 분석 (Technology Convergence Analysis by IPC Code-Based Social Network Analysis of Healthcare Patents)

  • 심재륜
    • 한국정보전자통신기술학회논문지
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    • 제15권5호
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    • pp.308-314
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    • 2022
  • 본 연구는 국내에 출원된 헬스케어 특허의 기술 융복합 분석에 관한 것으로 사회 연결망 분석(Social Network Analysis)을 이용하여 핵심 기술간 관계를 시각화하였다. 헬스케어 특허의 서브클래스 수준에서 복합 IPC 코드를 가지는 특허는 1,155건(49.4%)으로 조사되었고, 이를 대상으로 사회 연결망 분석을 실시한 결과 연결 중심성이 가장 큰 IPC 코드는 A61B, G16H, G06Q 순이고, 매개 중심성이 가장 큰 IPC 코드는 A61B, G16H, G06Q 순이다. 또한 헬스케어 특허는 두 개의 큰 기술 집합(Cluster)으로 구성되어 있다는 것을 확인할 수 있었다. Cluster-1은 A61B와 G16H 및 G06Q를 중심으로 헬스케어 인포매틱스 관련 기술을 이용한 진단, 수술 등 관련 비즈니스 모델에 해당하고, Cluster-2는 H04L과 H04W 및 H04B로 구성된 디지털 통신 기반의 헬스케어 사물인터넷 기술이다. 헬스케어 특허의 기술 융복합 핵심 쌍은 Cluster-1에서 [G16H-A61B]와 [G16H-G06Q] 이고, Cluster-2에서는 [H04L-H04W] 이다. 본 연구는 헬스케어 특허의 기술 개발 동향과 앞으로의 특허 출원에 기여할 수 있다.

질적, 양적 접근방법에 의한 연화문, 사문의 분류원형 추출 (Prototype Extraction for the Categorization of Lotus and Crane Patterns Using Qualitative and Quantitative Approaches)

  • 장수경;김재숙
    • 한국의류학회지
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    • 제20권6호
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    • pp.1016-1026
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    • 1996
  • The purpose of this study was to extract protypes from features and concrete images of Lotus and Crane patterns. A qualitative and a quantitative methods were used. Qualitative informations were obtained from depth Interviews for pattern selection and feature extraction, and quantitative informations from a quail-experiment for pattern caregorization. The subjects were 20 female design students and non-design, students in Teajon. The results were summerized into a similarity metrix which was interpreted by the cluster analysis and the multi-dimensional scling(MDS). The patterns for the study were grouped into 8 clusters. Four dimensions were chosen for the MDS. The location of each pattern was visualized in a 2-dimesional spaces and the location of each cluster in a 3-dimensional spaces. The first dimension, "Lotus" vs "Crane" refired to pattern types, and the second dimension, "realistic" vs "transformable", the transformability. The third dimension, "simple" vs "complex", refired to the degree of simplification, and the forth dimension, "continuous" vs "discontinuous", continuity. The results of the Quantitative analysis could be summerized into 3-level prototype hiararchy In the first level, the patterns were devided clearly into two groups. Lotus and Crane by pattern types. In the second levelk, each group was devided into twosubgroups by continuity. In the third, each subgroup was divided into four subgroups by transformability and the degree of simplification. Four protypes, the final targets of the present study, were extracted from the third level. The are Stylized, Realistic, Decorative, Abstract types.d from the third level. The are Stylized, Realistic, Decorative, Abstract types.

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가시화를 통한 ER유체의 클러스터 형성 구조에 관한 연구 (A Study on the Mechanism of Clusters Formation of ER Fluid Through Visualization)

  • 이은준;박명관
    • 대한기계학회논문집B
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    • 제25권12호
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    • pp.1684-1691
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    • 2001
  • Electrorheological fluids(ERFs) show a rapid and reversible increase in apparent viscosity by applied electric field. It is called the electrorheological effect (ER effect). The reason for ER effect is the induction of an electric dipole in each particle, leading to the formation of clusters in the direction of the field, which resist fluid flow. Generally, the behavior of ER fluids has been modeled on those of Bingham fluids. But there are some differences between Bingham fluids and ER fluids. The visualization of ER fliuds are presented and ER effects by the forming, growing and breaking of clusters are discussed. In the low shear rate area, the pressure drop is measured by a pressure sensor and the formation of ER particles is visualized by video camera. The reason for the nonlinear behavior of ER fluids at low shear rate is explained through results of visualization. As result, the behavior of ER fluids is nonlinear at low shear rate with overshoot area because it is different to from the clusters according to the strength of electric field. The gap of electrodes becomes narrow because of the cluster layer occurrence near to electrodes in any conditions.

국내 28개 국공립대학교의 연구성과에 대한 평가 (Evaluation of research performances for 28 national universities)

  • 정동빈
    • Journal of the Korean Data and Information Science Society
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    • 제25권6호
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    • pp.1241-1251
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    • 2014
  • 국내 28개 국공립대학교를 대상으로 대학정보공시제에 근거하여 제시된 교육지표 중 연구성과에 관련된 4개의 양적평가 우량성속성 (1인당 연구비 수혜금액, 1인당 연구재단등재지 (KCI) 실적, 1인당 SCI/SCOUP급 실적, 1인당 저역서 실적)에 대해, 유사한 속성을 지닌 대학들을 유사성있는 군집끼리 분류 및 세분화하고 다차원 공간상에 시각적으로 배치시켰다. 이를 통해서 국내 28개 국공립대학은 4개 군집으로 유형화가 가능하며, 각 군집간 또는 군집내에 속한 대학들 간의 유형 및 특성을 평가할 수 있다.

TF-IDF를 활용한 한글 자연어 처리 연구 (A study on Korean language processing using TF-IDF)

  • 이종화;이문봉;김종원
    • 한국정보시스템학회지:정보시스템연구
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    • 제28권3호
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    • pp.105-121
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    • 2019
  • Purpose One of the reasons for the expansion of information systems in the enterprise is the increased efficiency of data analysis. In particular, the rapidly increasing data types which are complex and unstructured such as video, voice, images, and conversations in and out of social networks. The purpose of this study is the customer needs analysis from customer voices, ie, text data, in the web environment.. Design/methodology/approach As previous study results, the word frequency of the sentence is extracted as a word that interprets the sentence has better affects than frequency analysis. In this study, we applied the TF-IDF method, which extracts important keywords in real sentences, not the TF method, which is a word extraction technique that expresses sentences with simple frequency only, in Korean language research. We visualized the two techniques by cluster analysis and describe the difference. Findings TF technique and TF-IDF technique are applied for Korean natural language processing, the research showed the value from frequency analysis technique to semantic analysis and it is expected to change the technique by Korean language processing researcher.