• Title/Summary/Keyword: Visualization analysis

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Principles of Multivariate Data Visualization

  • Huh, Moon Yul;Cha, Woon Ock
    • Communications for Statistical Applications and Methods
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    • v.11 no.3
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    • pp.465-474
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    • 2004
  • Data visualization is the automation process and the discovery process to data sets in an effort to discover underlying information from the data. It provides rich visual depictions of the data. It has distinct advantages over traditional data analysis techniques such as exploring the structure of large scale data set both in the sense of number of observations and the number of variables by allowing great interaction with the data and end-user. We discuss the principles of data visualization and evaluate the characteristics of various tools of visualization according to these principles.

Interactive Visualization for Patient-to-Patient Comparison

  • Nguyen, Quang Vinh;Nelmes, Guy;Huang, Mao Lin;Simoff, Simeon;Catchpoole, Daniel
    • Genomics & Informatics
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    • v.12 no.1
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    • pp.21-34
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    • 2014
  • A visual analysis approach and the developed supporting technology provide a comprehensive solution for analyzing large and complex integrated genomic and biomedical data. This paper presents a methodology that is implemented as an interactive visual analysis technology for extracting knowledge from complex genetic and clinical data and then visualizing it in a meaningful and interpretable way. By synergizing the domain knowledge into development and analysis processes, we have developed a comprehensive tool that supports a seamless patient-to-patient analysis, from an overview of the patient population in the similarity space to the detailed views of genes. The system consists of multiple components enabling the complete analysis process, including data mining, interactive visualization, analytical views, and gene comparison. We demonstrate our approach with medical scientists on a case study of childhood cancer patients on how they use the tool to confirm existing hypotheses and to discover new scientific insights.

A Literature Review on Information Visualization of Manufacturing Industry Sector (제조업 분야의 정보시각화 문헌연구)

  • Chang, Tai-Woo
    • The Journal of Society for e-Business Studies
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    • v.21 no.1
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    • pp.91-104
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    • 2016
  • Business intelligence based on the data analysis come into the spotlight. Especially, information visualization of the analysis result is treated significantly. given the interest in big data technologies. Because corporate managers want to use the results of data analysis in the decision-making process and the visualization technology will give help with cognitive function and operation function. In this paper, the status of information visualization is reviewed and analyzed from the viewpoint of manufacturing service. Several implications are drawn and it is expected that they will help to developers and administrators of manufacturing sector who want to adopt information visualization applications.

Development of 3D Visualization Technology for Meteorological Data (기상자료 3차원 가시화 기술개발 연구)

  • Seo In Bum;Joh Min Su;Yun Ja Young
    • Journal of the Korean Society of Visualization
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    • v.1 no.2
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    • pp.58-70
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    • 2003
  • Meteorological data contains observation and numerical weather prediction model output data. The computerized analysis and visualization of meteorological data often requires very high computing capability due to the large size and complex structure of the data. Because the meteorological data is frequently formed in multi-variables, 3-dimensional and time-series form, it is very important to visualize and analyze the data in 3D spatial domain in order to get more understanding about the meteorological phenomena. In this research, we developed interactive 3-dimensional visualization techniques for visualizing meteorological data on a PC environment such as volume rendering, iso-surface rendering or stream line. The visualization techniques developed in this research are expected to be effectively used as basic technologies not only for deeper understanding and more exact prediction about meteorological environments but also for scientific and spatial data visualization research in any field from which three dimensional data comes out such as oceanography, earth science, and aeronautical engineering.

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Visualization for Experimental Designs (실험계획의 시각화)

  • Jang, Dae-Heung
    • The Korean Journal of Applied Statistics
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    • v.24 no.5
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    • pp.893-904
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    • 2011
  • The lecture of the experimental designs consists of two main part-experimental designs and model analysis. Mostly, the progress of the visualization has been made on a model analysis. As the visualization of experimental designs, we can consider the visualization of Latin squares, supersaturated designs, and balanced incomplete block designs. We can propose the design plots as well as use the scatterplots and the scatterplot matrices for the visualization of experimental designs. Through the visualization of experimental designs, we can use the synergy effect in teaching the lecture of the experimental designs.

A analysis on visualization of advertisements for domestic real estate through Otto Kleppner′s visualization model (Focused on the creative of advertising in newspaper) (Otto Kleppner의 시각화 모델을 통한 국내 부동산광고의 시각화 분석(신문광고 크리에이티브를 중심으로))

  • 박광래
    • Archives of design research
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    • v.15 no.2
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    • pp.27-36
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    • 2002
  • As interpretation of descriptive illustrations without caption differs from each viewer, it is deemed that the effect of attention is represented differently and the acceptance level of any advertisements will be ultimately different according to the visualization method of concept in the creative. The purpose of this research is to recognize the reality and status of visualization for real estate ads in newspapers via visualization analysis through Otto Kleppner's visualization model and to reasonably and efficiently conduct creative of real estate ads by representing problems and their solutions based on the surrey. These activities are to more efficiently produce real estate ads, which occupy a relatively important portion in newspaper ads.

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Analysis on Factors and the Application of Mathematical Visualization in Problem Solving Process (문제 해결 과정에서 나타나는 수학적 시각화의 구성 요소 및 활용에 관한 분석)

  • Joo, Hong-Yun;Kwean, Hyuk-Jin
    • School Mathematics
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    • v.14 no.1
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    • pp.1-28
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    • 2012
  • The purpose of the study are to identify factors of mathematical visualization through the thirty students of highschool 2nd year and to investigate how each visualization factor is used in mathematics problem solving process. Specially, this study performed the qualitative case study in terms of the five of thirty students to obtain the high grade in visuality assessment. As a result of the analysis, visualization factors were categorized into mental images, external representation, transformation or operation of images, and spacial visualization abilities. Also, external representation, transformation or operation of images, and spacial visualization abilities were subdivided more specifically.

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The Artistic Practical Use of Social Network Visualization through the Information Aesthetic Interpretation (정보미학적 해석을 통한 소셜네트워크 시각화의 예술적 활용)

  • Bang, Seungae;Yoon, Joonsung
    • The Journal of the Korea Contents Association
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    • v.13 no.7
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    • pp.16-23
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    • 2013
  • This paper analyzes the artistic practical use of social network visualization through the aesthetic information interpretation. The first social network visualization has emerged as 'Sociogram' in the form of social network analysis(SNA). Since social network has complex, the analyzing technology of social network has emerged. Early social network visualization has a practical purpose to measure the social structure, but current social network visualization divided into various forms from artistic expressions through information. This paper divide into two categories based on the artistic application of social network visualization. First, this research focuses on the static graph based on analog. Second, this research analyze the category of interacted visualization to generate a real-time digital image. This paper presents the fusion of paradigm between engineering and art through this way.

Efficient Parallel Visualization of Large-scale Finite Element Analysis Data in Distributed Parallel Computing Environment (분산 병렬 계산환경에 적합한 초대형 유한요소 해석 결과의 효율적 병렬 가시화)

  • Kim, Chang-Sik;Song, You-Me;Kim, Ki-Ook;Cho, Jin-Yeon
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.32 no.10
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    • pp.38-45
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    • 2004
  • In this paper, a parallel visualization algorithm is proposed for efficient visualization of the massive data generated from large-scale parallel finite element analysis through investigating the characteristics of parallel rendering methods. The proposed parallel visualization algorithm is designed to be highly compatible with the characteristics of domain-wise computation in parallel finite element analysis by using the sort-last-sparse approach. In the proposed algorithm, the binary tree communication pattern is utilized to reduce the network communication time in image composition routine. Several benchmarking tests are carried out by using the developed in-house software, and the performance of the proposed algorithm is investigated.

An Analysis of the Infographics Features of Visualization Materials in Section 'Information and Communication' of Physics I Textbook (물리 I 교과서의 '정보와 통신' 단원에 제시된 시각화 자료의 인포그래픽 특징 분석)

  • Noh, Sang Mi;Son, Jeongwoo
    • Journal of The Korean Association For Science Education
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    • v.34 no.4
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    • pp.359-366
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    • 2014
  • In this study, we try to examine its features by using the methods of systematic infographics analysis for visualization materials that are used in Physics I textbooks. Thus, after developing the analytical framework infographics, visualization materials is described in the section "information and communication" and have been analyzed separately as "data visualization" and "Infographics." The results of this study are as follows. First, the analysis framework of infographics can be classified contents of the information, visual representation, and media method. Second, the visualization materials that are displayed in the section "information and communication" of Physics I textbook are of higher quality than most schematized data that are graphically, simple information. Third, the features of visualization materials in textbooks have many relations & functions on 'information content', text & metaphor on 'visual element', illustration & comparison on 'expression type', graphic on 'expression mode', printed matter on 'media method', and horizontal & vertical type on 'the flow of attention'. From the analysis results, in the section "information and communication" of Physics I textbook uses a lot of visualization materials, however it does not provide rich infographics but only simple graphical materials. By utilizing the results of the analysis of textbook and analysis framework of infographics, which has been developed through the this study, let us hope that the opportunity to be able to grasp the importance of infographics in science education be provided.