• Title/Summary/Keyword: Data visualization

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Visualization of the Comparison between Airborne Dust Concentration Data of Indoor Rooms on a Building Model (실내 공간별 미세먼지농도 비교 데이터의 시각화)

  • Lee, Sangik;Lee, Jin-Kook
    • Journal of the Korean housing association
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    • v.26 no.4
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    • pp.55-62
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    • 2015
  • The international concern on the inhalable fine dust is continuing to increase. In addition to the toxic properties of the fine dust itself, it can be more dangerous than other environmental factors since the dust pollution is hard to be detected by human sense. Although the information on outdoor air condition can be acquired easily, the indoor dust concentration is another problem because the indoor air condition is influenced by the architectural environment and human activity. It means occupants may be exposed to indoor dust pollution over a long period without being aware. Therefore the indoor dust concentration should be measured separately and visualized as an intuitive information. By visualizing, the indoor dust concentration in each space can be recognized practically in compare with the degree of pollution in adjacent spaces. Besides the visualization outcome can be used as base data for related research such as an analysis of the relation between indoor dust concentration and architectural environment. Meanwhile, with the development of network and micro sensing devices, it became possible to collect wide range of indoor environment data. In this regards, this paper suggests a system for visualization of indoor dust concentration and demonstrates it on an actual space.

Information Theory and Data Visualization Approach to Poll Analysis (정보이론과 시각화 방법에 의한 여론조사 분석의 새로운 접근방법)

  • Huh, Moon-Yul;Cha, Woon-Ock
    • The Korean Journal of Applied Statistics
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    • v.20 no.1
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    • pp.61-78
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    • 2007
  • A method for poll analysis using information theory and data visualization is proposed in this paper. Questions of opinion poll consist of a target variable and many explanation variables. The type of explanation variables is either numerical or categorical. In this study, explanation variables of mixed types have been ranked according to the magnitude of their effect on target variable by using mutual information. Likewise, the order of explanation variables has been evaluated using data visualization. This is the first study to quantify the impact of specific explanation variable on the related target variable.

Web and Building Information Model-based Visualization of Indoor Environment -Focusing on the Data of Temperature, Humidity and Dust Density- (웹 및 건물정보모델기반 실내 환경 디지털 시각화 -온습도와 미세먼지 농도 데이터를 중심으로-)

  • Huang, Jin-hua;Lee, Jin-Kook;Jeon, Gyu-yeob
    • The Journal of the Korea Contents Association
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    • v.17 no.2
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    • pp.327-336
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    • 2017
  • People spend most of their time in the indoor environment. Among the various indoor environmental factors, air and thermal environment directly affect human's health and efficiency of work. Therefore, efficient monitoring of indoor environment is highly important. For assisting the residents to understand the state of the indoor environment much easier and more intuitive, this paper analyze the visualization cases of the conventional indoor environment. Then explore the direction of improvement for the visualization method to propose a more effective visualization method. The approach of web and BIM(Building Information Model)-based visualization of indoor environment proposed in this study is composed of four major parts: 1) the generation of the model data of the building; 2) the generation of indoor environmental data; 3) the creation of visualization elements; 4) data mapping. Then it realized through the generating process of visualization results.

Application of Geographic Information System for Synthetic Analysis of Multidisciplinary Data in Seawater Intrusion Assessment (해수침투 조사자료의 통합적 해석을 위한 GIS의 적용)

  • Choi Sun-Young;Hwang Seho;Park Kwon Gyu;Shin Je-Hyun;Yoon Wang-Jung
    • Spatial Information Research
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    • v.12 no.3
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    • pp.275-283
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    • 2004
  • In order to effectively, and accurately assess seawater intrusion in coastal area, multidisciplinary data including geophysical, well logging, and hydrogeochemical data should be managed in systematical way. Such systematical management of data is critical key to improve the re-usability of the data as well as the accuracy of the assessment by means of providing a method of synthetic analysis. Therefore, for systematical management of multidisciplinary data in seawater intrusion problem, we have developed a database management system and 3-D visualization interface based on geographic information system in this, study. All geophysical survey, well logging, hydrochemical, as well as drilling, data are classified as attribute data using Microsoft Access, and joined with spatial information based on ArcView. The database management system and 3-D visualization interface to handle these data, also, developed using the script language of ArcView. We think the development of database and 3-D visualization system will improve the efficiency of data management, user-friendliness of data access, and accuracy of data analysis.

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A Study on Visualizing Method and Expression for Big Data (빅데이터를 위한 데이터 시각화 방법과 표현 연구 (광주 대중버스노선 이용 실태를 적용한 태블루를 활용한 시각화 표현))

  • Moon, Hee Jeoung
    • Smart Media Journal
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    • v.8 no.1
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    • pp.59-66
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    • 2019
  • The importance of data is increasing at a high rate as data is massively generated and taken into account in various policy supports and contents. However, because of their speed of growth, it is difficult to find the data that is needed. Both the methodological elements that summarize the data and the technical elements of the visualization that help to see at a glance are important. This paper summarizes data visualization methods to improve the currently used design - oriented infographics and propose data - centric infographics. In addition, we will present examples of data analysis and infographics production using Tableau Public. The Gwangju metropolitan city bus user data was used for infographics production, and the results show that the total number of passengers using the stopping point is similar to that of the general passengers, while it is different from the numbers of transit passengers and teen riding-and-transit passengers. Data-centric infographics visualization, unlike existing infographics that is pronounced only as a visual role, is expected to be used as a tool for scientific research as well as efficiently delivering data.

A VR-based Tile Display System for the Distributed Visualization (분산 가시화를 위한 가상현실 타일 디스플레이 시스템의 개발)

  • Cha, Moo-Hyun;Lee, Jae-Kyung;Hwang, Jin-Sang;Han, Soon-Hung
    • Korean Journal of Computational Design and Engineering
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    • v.15 no.3
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    • pp.167-177
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    • 2010
  • In recent years, the use of high-resolution tiled display system which does not have restrictions on the size of the screen and implements various layout of tile is increasing in order to evaluate the digital mock-up in physical scale or explore large engineering data set in detail. In this study, we developed multi-channel distributed visualization system which provides a virtual reality-based visual contents using 3D open-source graphics engine. Efficient data structures and exchange methods were proposed as a scene synchronization technology in PC cluster environments. DLP-Cube based tiled visualization system which provides $5{\times}2$ layout of display wall was developed and we validated our approach using this system. In addition, we introduced integrated control program that administrates PC cluster environment in remote and controls the layout of display channels.

DEVELOPMENT OF A POST-PROCESSING PROGRAM FOR VISUALIZATION OF MRI DATA (MRI Data 가시화용 후처리 프로그램 개발)

  • Myong, H.K.;Choi, H.H.
    • 한국전산유체공학회:학술대회논문집
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    • 2007.10a
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    • pp.67-72
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    • 2007
  • A post-processing program based on the OOP(Object-Oriented Programming) concept has been developed for visualization of MRI. User-friendly GUl(Graphic User Interface) has been built on the base of MFC(Microsoft Foundation Class). The program is organized as modules by classes based on VTK-library, and these classes are made to function through inheritance and cooperation which are an important and valuable concept of object-oriented programming. The major functions of this post-processor program are introduced and demonstrated, which include contour plot, surface plots, cut plot and clip plot as well as view manipulation (translation, rotation, scaling etc).

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A Constrained Triangulation Technique for Visualization on Mobile Devices (모바일 장치에서의 가시화를 위한 경계기반 삼각화)

  • Yang, Sang-Wook;Choi, Young
    • Korean Journal of Computational Design and Engineering
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    • v.12 no.6
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    • pp.413-421
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    • 2007
  • 3D rendering is becoming a common feature of mobile application programs with the rapid advance of mobile devices. Since the existing rendering engines do not provide triangulation functions, mobile 3D programs have focused on an efficient handling with pre-tessellated geometry. In addition, triangulation is comparatively expensive in computation, so it seems that the triangulation cannot be easily implemented on mobile devices with limited resources. Triangulation of 3D geometry is the essential process of visualization of 3D model data and many different triangulation methods have been reported. We developed a light and fast visualization process that involves constrained triangulation based on Voronoi diagram and applied it to a mobile computer application. In this paper, we applied kd-tree to the original incremental construction algorithm and produced new O(nlogn) incremental construction algorithm. And we show a simple and efficient constrained triangulation method based on Voronoi diagram. This paper also describes an implementation of mobile STEP data viewer as an application of our proposed algorithms.

Polygon Reduction Algorithm for Three-dimensional Surface Visualization (3차원 표면 가시화를 위한 다각형 감소 알고리즘)

  • 유선국;이경상;배수현;김남현
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.53 no.5
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    • pp.368-373
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    • 2004
  • Surface visualization can be useful, particularly for internet-based education and simulation system. Since the mesh data size directly affects the downloading and operational performance, the problem that should be solved for efficient surface visualization is to reduce the total number of polygons, constituting the surface geometry as much as Possible. In this paper, an efficient polygon reduction algorithm based on Stokes' theorem, and topology preservation to delete several adjacent vertices simultaneously for past polygon reduction is proposed. The algorithm is irrespective of the shape of polygon, and the number of the polygon. It can also reduce the number of polygons to the minimum number at one time. The performance and the usefulness for medical imaging application was demonstrated using synthesized geometrical objects including plane. cube. cylinder. and sphere. as well as a real human data.

Development of the Visualization Prototype of Radar Rainfall Data Using the Unity 3D Engine (Unity 3D 엔진을 활용한 강우레이더 자료 시각화 프로토타입 개발)

  • CHOI, Hyeoung-Wook;KANG, Soo-Myung;KIM, Kyung-Jun;KIM, Dong-Young;CHOUNG, Yun-Jae
    • Journal of the Korean Association of Geographic Information Studies
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    • v.18 no.4
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    • pp.131-144
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    • 2015
  • This research proposes a prototype for visualizing radar rainfall data using the unity 3D engine. The mashup of radar data with topographic information is necessary for the 3D visualization of the radar data with high quality. However, the mashup of a huge amount of radar data and topographic data causes the overload of data processing and low quality of the visualization results. This research utilized the Unitiy 3D engine, a widely used engine in the game industry, for visualizing the 3D topographic data such as the satellite imagery/the DEM(Digital Elevation Model) and radar rainfall data. The satellite image segmentation technique and the image texture layer mashup technique are employed to construct the 3D visualization system prototype based on the topographic information. The developed protype will be applied to the disaster-prevention works by providing the radar rainfall data with the 3D visualization based on the topographic information.