• 제목/요약/키워드: visualization principles

검색결과 50건 처리시간 0.019초

Principles of Multivariate Data Visualization

  • Huh, Moon Yul;Cha, Woon Ock
    • Communications for Statistical Applications and Methods
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    • 제11권3호
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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.

수학교육에서 시각화와 직관 (Visualization and Intuition in Mathematics Education)

  • 이대현;박배훈
    • 대한수학교육학회지:수학교육학연구
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    • 제12권1호
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    • pp.71-79
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    • 2002
  • Visualization have strong driving force that enables us to recognize abstract mathematics by direct and specific method in school mathematics. Specially, visual thinking helps in effective problem solution via intuition in mathematics education. So, this paper examines the meaning of visualization, the role of visualization in intuitive problem solving process and the methods for enhancement of intuition using visualization in mathematics education. Visualization is an useful tool for illuminating of intuition in mathematics problem solving. It means that visualization makes us understand easily mathematical concepts, principles and rules in students' cognitive structure. And it makes us experience revelation of anticipatory intuition which finds clues and strategy in problem solving. But, we must know that visualization can have side effect in mathematics learning. So, we have to search for the methods of teaching and learning which can increase students' comprehension about mathematics through visualization and minimize side aspect through visualization.

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Data Visualization and Visual Data Analytics in ITSM

  • Donia Y. Badawood
    • International Journal of Computer Science & Network Security
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    • 제23권6호
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    • pp.68-76
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    • 2023
  • Nowadays, the power of data analytics in general and visual data analytics, in particular, have been proven to be an important area that would help development in any domain. Many well-known IT services best practices have touched on the importance of data analytics and visualization and what it can offer to information technology service management. Yet, little research exists that summarises what is already there and what can be done to utilise further the power of data analytics and visualization in this domain. This paper is divided into two main parts. First, a number of IT service management tools have been summarised with a focus on the data analytics and visualization features in each of them. Second, interviews with five senior IT managers have been conducted to further understand the usage of these features in their organisations and the barriers to fully benefit from them. It was found that the main barriers include a lack of good understanding of some visualization design principles, poor data quality, and limited application of the technology and shortage in data analytics and visualization expertise.

이용자 인터페이스 설계 원칙에 의한 정보시각화 시스템 평가 및 문제점 분석 (An Analysis of Information Visualization Problems using User Interface Design Principles)

  • 이지연
    • 정보관리연구
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    • 제34권2호
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    • pp.67-88
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    • 2003
  • 정보량이 급증하고 기존의 정보조직체계에 비해 덜 체계화된 정보를 제공하는 인터넷의 확산 등으로 인해 정보시각화에 대한 관심이 점점 증가하고 있다. 정보 시각화는 이용자가 원하는 정보에 쉽고 적은 노력으로 접근할 수 있도록 데이터를 재정리하고 요약하여 보여주는 기법이다. 현재까지 개발되어 온 많은 정보시각화 기법들은 과학적인 연산절차에 근거하여 데이터를 표현하는 방법을 사용하여 왔는데, 이러한 과학적 데이터 처리 과정에 의존하는 시각화방법은 일반 이용자들이 이해하기에는 어려움과 사용의 불편함이 따른다. 더 중요하고 심각한점은, 이러한 정보시각화 기법을 사용하는 많은 시스템의 모형들이 실제 이용자가 경험하는 상황을 반영하는 경우가 매우 드물다는 현실이다. 예를 들어, 이용자는 데이터를 처리하거나 정보를 제시함에 있어 어안적 방법(fisheye view)을 사용하거나 주제정경 (the mescape)을 사용하지 않는다. 이는 현재의 많은 정보 시각화 시스템들이 이용자 관점에서 시스템을 설계하는 행동유도성(affordance)을 반영하지 않고 있음을 지적한다. 이 연구는 이용자의 요구사항이 반영되지 않고, 이용자에게 부담을 지우는 시각화 시스템의 문제점을 분석하였다. 이를 위하여, 네 가지의 대표적인 정보시각화 시스템을 분석, 평가하였는데 이 때 평가의 기준으로 Norman의 이용자 인터페이스 설계 원칙 및 Nielson의 휴리스틱 평가 방법을 이용하였다. 문제점 분석 결과를 통하여, 이용자의 요구를 반영하지 못한 시스템 설계의 측면들을 확인할 수 있었다. 특히, 이용자와 시스템간의 부합정도 및 시스템의 상태를 이용자가 알 수 있도록 보여주는 가시성 등은 네 가지 시스템의 평가에서 모두 문제점으로 지적되었다. 이 연구의 결과는 정보시각화 및 표현에 있어서 이용자의 요구를 이해하고 이용성을 고려한 설계의 필요성을 강조하고 있다.

교류 전기삼투유동 - 근본 메커니즘과 운동학적 양상 (AC-Electroosmotic Flows-Fundamental Mechanism and Kinematic Aspects)

  • 서용권
    • 한국가시화정보학회지
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    • 제6권1호
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    • pp.3-16
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    • 2008
  • Controlling fluid flows in micro scales is a non-trivial issue among those who are involved in designing lab-on-chips. Pumping and mixing by using electrokinetic principles has been popular in that the method requires a few parts and it is easy to control. This paper explains the basic mechanism of the electroosmotic flows caused by AC together with presenting some numerical results. In particular, the fundamental, physical idea involved in the mechanism will be illustrated in terms of the kinematic aspect. Since the electroosmotic flows are mainly driven by the motion of ions, we also demonstrate the ion motions by using the numerical-visualization method.

PIV를 사용한 2차원 원형 실린더 주위의 유동해석 (Flow Survey around Two-Dimensional Circular Cylinder using PIV Technique)

  • 박건선;곽영기
    • 한국해양공학회지
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    • 제18권3호
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    • pp.1-7
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    • 2004
  • Flaw visualization and velocity field measurement methods have practical applications in the various fluid engineering fields, such as mechanics, ships, and heat fluids. In this study, the basic principles and theoretical methods are used to establish an application technique of Particle Imae Velocimetry(abbreviated to PIV below). Accordingly, the measured results of velocity field distribution of a section inside the Circulating Water Channel (abbreviated to CWC below) are computed using the PIV is presented. The uniformity of velocity distribution of the section in CWC is confirmed, by comparing this PIV data with the existing current meter data. Also, in order to measure the flaw fields of surroundings of 2-dimensional cylinder in the CWC, the flaw visualization technique using the PIV is applied.

Analytics of PIV Measurement and Its Application for Higher Performances

  • NISHIO Shigeru;SUGII Yasuhiko
    • 한국가시화정보학회:학술대회논문집
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    • 한국가시화정보학회 2001년도 Proceedings of 2001 Korea-Japan Joint Seminar on Particle Image Velocimetry
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    • pp.62-74
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    • 2001
  • Present paper describes the principles of PIV measurement approaching from the analytical view, which enables to explain the general form of principles covering all the PIV measurement, and that gives theoretical basis for its higher measurement performances. The explanation of the measurement principles started from the definition of governing equation in differential form as same as the gradient method, and the integral along the particle path line was executed to show the principle of the correlation method with same basis. The integral processes clearly shows the analytical reason why the correlation peak gives the terminal point of path line, and how the effects of deformation and rotation of fluid appears in the correlation map. These results have no differences from our experiences and understandings of the conventional PIV measurement definition in final form. However, the analytical approach enable to understand those facts a priori, and it makes easy to achieve the innovative higher performances of measurement. Analytical explanation clearly shows the behavior of the residual errors caused by the fluid motion, and it enables to analyze the measurement uncertainty theoretically.

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테크놀로지를 활용한 사인함수의 덧셈정리 증명 - 수학영재아를 중심으로 한 사례연구 - (A study on the proof of additive law of sine function using technology - A case study focused on mathematics education for the gifted -)

  • 이헌수;박종률;정인철
    • 한국수학교육학회지시리즈A:수학교육
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    • 제48권4호
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    • pp.387-398
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    • 2009
  • In this paper, we investigated the influence of technology, which gave an impact on students through the process of teaching & learning for the proof of an additive law of sine function in the mathematics education for the gifted. We chose students who were taking a course in enrichment mathematics at Science Education Institute for the Gifted in Mokpo National University, and analyzed their processes of a mathematical inference or conjecture, an algebraic description and a proof by visualization using technology. We found the following facts. That is, the visualization using technology is helpful to the gifted students in understanding principles and concepts of mathematics by intuition. Also, it is helpful to ones verifying various cases and generalizing principles. But, using technology can be a factor that disturbs learning of students who are clumsy with operating technology.

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디지털 건축 렌더링 이미지의 포토리얼리즘에 대한 고찰 (A Study on the Photorealism of Digital Architectural Rendering Images)

  • 김종국
    • 한국산학기술학회논문지
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    • 제19권2호
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    • pp.238-246
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    • 2018
  • 최근 3D 디지털 렌더링 및 CGI 소프트웨어의 급격한 발전으로 디지털 렌더링 이미지에서 매우 사실적인 포토리얼리즘의 구현이 가능해졌다. 건축 시각화 분야는 영화, 게임, 가상현실 등 다른 디지털 렌더링이 응용되는 분야의 기반 환경을 창조하는 역할을 하므로 디지털 건축 렌더링 이미지의 포토리얼리즘에 관한 심도 갚은 논의가 필요한 상황이다. 이에 본 연구는 건축 시각화 분야에서 디지털 렌더링 이미지의 포토리얼리즘을 구현하기 위한 원칙을 정립하고 세부 요소들을 분석하였다. 이를 위하여 기존의 선행 연구를 이론적으로 분석하여 서로간의 상관관계를 밝히고 이후의 신기술을 이용한 건축 렌더링 이미지로부터 포토리얼리즘의 4가지 원칙(물리적으로 정확한 빛의 계산, 정확한 오브젝트 형상의 재현, 사실적인 재질과 텍스쳐의 표현, 사진에 나타나는 카메라의 특성 재현)을 도출하였다. 이 원칙들의 세부 항목들을 포토리얼리즘을 구현하기 위한 필수적인 요소들과 아티스트의 판단에 따라 취사선택이 가능한 요소로 분류하였으며, 선택적 요소들은 무작위성과 관련이 깊으며 이것이 포토리얼리스틱 건축 렌더링의 다양한 스타일을 결정하는 원인임을 고찰하였다.

The Application of the Sports Psychology for Business Leadership: Current Literature Analysis

  • Jae-Hyung LEE
    • 산경연구논집
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    • 제15권5호
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    • pp.39-46
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    • 2024
  • Purpose: This study seeks to address the following research questions: (1) What are the fundamental principles of sports psychology that can be applied to business leadership? (2) How can these principles enhance business leadership effectiveness? As a result, the study may evaluate the necessity and benefits of incorporating sports psychology principles into business leadership practices. Research design, data and methodology: The data collection process in this study involved a systematic Literature review approach, following the prior literature analysis guidelines by numerous past studies. This methodical approach to selecting articles can be useful in synthesizing existing literature and can be referred to as Literature review and selection. Results: The literature analysis has indicated that there is much support for assumptions underpinning business leadership modules, which can be enhanced by applying sports psychology. This topic discusses the traits of self-positivity and mental toughness, goal perspective and interpersonal relationships within a team, and visualization in a sporting organization that can be implemented in business management to support organizational performance. Conclusions: All in all, it can be concluded that organizations must consider adopting Sports Psychology principles into their Leadership Development Programs. Psychological skills development training that includes mental toughness, goal setting, team cohesion,