• Title/Summary/Keyword: Software Visualization

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R programming: Language and Environment for Statistical Computing and Data Visualization (R 프로그래밍: 통계 계산과 데이터 시각화를 위한 환경)

  • Lee, D.H.;Ren, Ye
    • Electronics and Telecommunications Trends
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    • v.28 no.1
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    • pp.42-51
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    • 2013
  • The R language is an open source programming language and a software environment for statistical computing and data visualization. The R language is widely used among a lot of statisticians and data scientists to develop statistical software and data analysis. The R language provides a variety of statistical and graphical techniques, including basic descriptive statistics, linear or nonlinear modeling, conventional or advanced statistical tests, time series analysis, clustering, simulation, and others. In this paper, we first introduce the R language and investigate its features as a data analytics tool. As results, we may explore the application possibility of the R language in the field of data analytics.

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Real-Time Visualisation of Urban Landscapes Using Open-Source Software

  • Kada, Martin;Roettger, Stefan;Weiss, Karsten;Ertl, Thomas;Fritsch, Dieter
    • Proceedings of the KSRS Conference
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    • 2003.11a
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    • pp.753-756
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    • 2003
  • The paper presents the results of the project GISMO, which aimed on generating and interactively visualising a 3D urban landscape model of the city of Stuttgart, Germany. With respect to the desired flexibility to support walkthrough and flyover applications, a combined approach using continuous level of detail, the impostor technique and a method for generalizing 3D building models was used to speed up the visualization. To reduce the costs of the project, the data collection tools and the visualization environment was built solely with open-source software.

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Framework Development for Fault Prediction in Hot Rolling Mill System (열간 압연 설비의 고장 예지를 위한 프레임워크 구축)

  • Son, J.D.;Yang, B.S.;Park, S.H.
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.21 no.3
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    • pp.199-205
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    • 2011
  • This paper proposes a framework to predict the mechanical fault of hot rolling mill system (HRMS). The optimum process of HRMS is usually identified by the rotating velocity of working roll. Therefore, observing the velocity of working roll is relevant to early know the HRMS condition. In this paper, we propose the framework which consists of two methods namely spectrum matrix which related to case-based fast Fourier transform(FFT) analysis, and three dimensional condition monitoring based on novel visualization. Validation of the proposed method has been conducted using vibration data acquired from HRMS by accelerometer sensors. The acquired data was also tested by developed software referred as hot rolling mill facility analysis module. The result is plausible and promising, and the developed software will be enhanced to be capable in prediction of remaining useful life of HRMS.

From Visualization to Computer Animation Approaches in Mathematics Learning: the Legacy throughout History of Human Endeavours for Better Understanding

  • Rahim, Medhat H.
    • Research in Mathematical Education
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    • v.17 no.4
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    • pp.279-290
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    • 2013
  • Presently, there has been growing interests in using mathematics' history in teaching mathematics [Katz, V. & Tzanakis, C. (Eds.) (2011). Recent Developments on Introducing a Historical Dimension in Mathematics Education. Washington, DC: Mathematical Association of America]. Thus, this article introduces some work of scholars from ancient East Indian culture like Bhaskara (AD 1114-1185) and Arabic culture such as Ibn Qurrah (AD 9th c) that are related to Pythagoras Theorem. In addition, some Babylonian creative works related to Pythagorean triples found in a tablet known as 'Plimpton 322', and an application of the Pythagorean Theorem found in another tablet named 'Yale Tablet' are presented. Applications of computer animation of dissection Motion Operations concept in 2D and 3D using dynamic software like Geometer's-Sketchpad and Cabri-II-and-3D. Nowadays, creative minds are attracted by the recent stampede in the advances of technological applications in visual literacy; consequently, innovative environments that would help young students, gifted or not, acquiring meaningful conceptual understanding would immerge.

Reinterpretation and visualization of Omar-Khayyam's geometric solution for the cubic equation - 6 cases of the cubic equation with 4 terms - (삼차방정식에 관한 Omar Khayyām의 기하학적 해법의 재해석과 시각화 - 항이 4개인 삼차방정식의 6가지 -)

  • Kim, Hyang Sook;Kim, Mi Yeoun;Sim, Hyo Jung;Park, Myeong Eun
    • East Asian mathematical journal
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    • v.37 no.4
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    • pp.499-521
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    • 2021
  • This research is devoted to investigate Omar Khayyām's geometric solution for the cubic equation using conic sections in the Medieval Islam as a useful alternative connecting logic geometry with analytic geometry at a secondary school. We also introduce Omar Khayyām's 25 cases classification of the cubic equation with all positive coefficients. Moreover we study 6 cases with 4 terms of 25 cubic equations and in particular we reinterpret geometric methods of solving in 2015 secondary Mathematics curriculum and visualize them by means of dynamic geometry software.

Optimized Construction and Visualization of GPU-based Adaptive and Continuous Signed Distance Field, and Its Applications (GPU기반 적응형 및 연속적인 부호 거리장의 최적화된 구성과 시각화, 그리고 그 응용 사례)

  • Moon, Seong-Hyeok;Kim, Jong-Hyun
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.07a
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    • pp.655-658
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    • 2021
  • 본 논문에서는 GPU 아키텍처를 이용하여 적응형 부호 거리장을 최적화하여 빠르게 구축하고 시각화 할 수 있는 방법에 대해 제안한다. 쿼드트리를 효율적으로 GPU 메모리로 전달하고, 이를 활용하여 삼각형에 대해 유클리디안 거리를 각 스레드 별로 병렬처리하여 최단 거리를 찾는다. 이 과정에서 GPU를 사용하여 삼각형으로 구성된 3D 메쉬로부터 빠르게 적응형 부호 거리장을 계산할 수 있는 최적화 기법과 절단면 보기, 특정 위치의 값 조회, 실시간 레이트레이싱 및 충돌처리 작업을 빠르고 효율적으로 수행할 수 있는지를 보여준다. 또한, 제안하는 프레임워크를 활용하면 하이 폴리곤 메쉬도 1초 내외로 부호 거리장을 계산할 수 있기 때문에 강체뿐만 아니라 변형체에도 충분히 활용될 수 있다.

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Visualization of COVID-19 data (코로나19 데이터의 시각화)

  • Kim, Sun-Ok;Kim, Hye-Young
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.01a
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    • pp.149-152
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    • 2021
  • 본 논문은 실시간 코로나-19 전국 확진자 수를 이용하여 데이터를 추출하고 분리하여 시각적으로 표현했다. 추출된 데이터를을 각 지역에 따라 구분하고 전국 지도에 확진자 수를 표시하여 보기 쉽게 나타냈다. 확진자의 경로는 코로나-19 데이터에서 사후 관리를 위해 가장 중요한 데이터이다. 따라서 확진자의 경로는 정부에서 실시간으로 제공되고 있다. 하지만 이러한 데이터는 텍스트 형태로 되어있어 보기에 불편하다. 따라서 본 논문은 확진자 데이터를 분석하고 정리하여 지도에 표시하고자 한다. 이러한 시각화 방법은 확진자의 경로를 쉽게 파악 할 수 있고 감염 경로를 미리 예방 할 수 있게 한다.

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Information Visualization for the Manufacturing Process Optimization Based on Design of Experiment and Data Analysis (실험계획법과 데이터 분석 기반의 제조공정 최적화를 위한 정보 시각화)

  • Kim, Jae Chun;Jin, Seon A;Park, Young Hee;Noh, Seong Yeo;Lee, Hyun Dong
    • KIPS Transactions on Software and Data Engineering
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    • v.4 no.9
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    • pp.393-402
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    • 2015
  • Data visualization technology helps people easily understand various data and its analysis result, so usefulness of it is expected in the real industrial manufacturing sites. The large amount of data which is occurred at the manufacturing sites is able to fulfill very important roll to improve the manufacturing process. In this paper, we propose an information visualization for the manufacturing process optimization based on design of experimental and data analysis. The manufacturing process may be improved and be reduced cause of faulty by providing the easy-process analysis to understand the operation site through the information visualization of data analysis result.