• Title/Summary/Keyword: Data Visualization System

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GLOVE: Distributed Shared Memory Based Parallel Visualization Tool for Massive Scientific Dataset (GLOVE: 대용량 과학 데이터를 위한 분산공유메모리 기반 병렬 가시화 도구)

  • Lee, Joong-Youn;Kim, Min Ah;Lee, Sehoon;Hur, Young Ju
    • KIPS Transactions on Software and Data Engineering
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    • v.5 no.6
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    • pp.273-282
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    • 2016
  • Visualization tool can be divided by three components - data I/O, visual transformation and interactive rendering. In this paper, we present requirements of three major components on visualization tools for massive scientific dataset and propose strategies to develop the tool which satisfies those requirements. In particular, we present how to utilize open source softwares to efficiently realize our goal. Furthermore, we also study the way to combine several open source softwares which are separately made to produce a single visualization software and optimize it for realtime visualization of massiv espatio-temporal scientific dataset. Finally, we propose a distributed shared memory based scientific visualization tool which is called "GLOVE". We present a performance comparison among GLOVE and well known open source visualization tools such as ParaView and VisIt.

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.

A novel interface for the visualization of the generator rotor angle data acquired from PSS/E simulation (PSS/E 시뮬레이션에 의한 발전기 위상각 데이터를 시각화하는 새로운 인터페이스 구현)

  • Song, Chong-Suk;Park, Chang-Hyun;Park, Jung-Soo;Jang, Gil-Soo
    • Proceedings of the KIEE Conference
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    • 2008.11a
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    • pp.299-301
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    • 2008
  • For an efficient operation of today's power system, power engineers are required to analyze enormous amount of data. Owing to the development of technology, a variety of power systems computational tools have been developed and commercialized. However, the practical use of computational tools not only requires that people be able to understand the results the tools produce but also extract the required information from the simulation results which generally involves massive amount of information. This paper introduces a novel interface that would complement the drawbacks in the visualization of data of the pre-existing tools and assist the user in readily retrieving the required information, in this case the rotor angle data, of the simulated system thereby making power system analysis more feasible to be effectuated.

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Visualization of movie recommendation system using the sentimental vocabulary distribution map

  • Ha, Hyoji;Han, Hyunwoo;Mun, Seongmin;Bae, Sungyun;Lee, Jihye;Lee, Kyungwon
    • Journal of the Korea Society of Computer and Information
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    • v.21 no.5
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    • pp.19-29
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    • 2016
  • This paper suggests a method to refine a massive collective intelligence data, and visualize with multilevel sentiment network, in order to understand information in an intuitive and semantic way. For this study, we first calculated a frequency of sentiment words from each movie review. Second, we designed a Heatmap visualization to effectively discover the main emotions on each online movie review. Third, we formed a Sentiment-Movie Network combining the MDS Map and Social Network in order to fix the movie network topology, while creating a network graph to enable the clustering of similar nodes. Finally, we evaluated our progress to verify if it is actually helpful to improve user cognition for multilevel analysis experience compared to the existing network system, thus concluded that our method provides improved user experience in terms of cognition, being appropriate as an alternative method for semantic understanding.

Design and Implementation of the Taxi Telematics Driving History Data Visualization System using Google Earth (Google Earth를 이용한 택시 텔레매틱스 운행 이력 데이터 가시화 시스템의 설계 및 구현)

  • Choi, Jin-Woo;Yang, Young-Kyu
    • Korean Journal of Remote Sensing
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    • v.25 no.1
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    • pp.61-69
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    • 2009
  • This paper presents design and implementation of a system for effective visualizing driving history data of the Jeju taxi telematics system using Google Earth. It is possible to review the situation of all taxies or extract the trace of any taxi or search taxies driven through a region of interest.

Development of a System for Visualization of the Plant 3D Design Data Based on ISO 15926 (ISO 15926 기반 플랜트 3D 설계 데이터 가시화를 위한 시스템 개발)

  • Jeon, Youngjun;Kim, Byung Chul;Mun, Duhwan
    • Korean Journal of Computational Design and Engineering
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    • v.20 no.2
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    • pp.145-158
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    • 2015
  • ISO 15926 is an international standard for the sharing and integration of plant lifecycle information. Plant design data consist of logical configuration, equipment specifications, 2D piping and instrument diagrams (P&IDs), and 3D plant models (shape data). Although 3D computer-aided design (CAD) data is very important data across the plant lifecycle, few studies on the exchange of 3D CAD data using ISO 15926 have been conducted so far. For this, we analyze information requirements regarding plant 3D design in the process industry. Based on the analysis, ISO 15926 templates are defined for the representation of constructive solid geometry (CSG) - based 3D design data. Since system environments for 3D CAD modeling and Semantic Web technologies are different from each other, we present system architecture for processing and visualizing plant 3D design data in the Web Ontology Language (OWL) format. Through the visualization test of ISO 15926-based 3D design data for equipment with a prototype system, feasibility of the proposed method is verified.

Visualization of Calculated Flow Fields Using Methods of Computer Graphics (컴퓨터 그래픽을 이용한 유동의 가시화)

  • Soon-Hung Han;Kyung-Ho Lee;Kyu-Ock Lee
    • Journal of the Society of Naval Architects of Korea
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    • v.29 no.4
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    • pp.7-17
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    • 1992
  • Developments in the emerging field of Computational Fluid Dynamics(CFD), which is made possible by the supercomputer technologies, introduce a new problem of analysing the massive amount of output produced. This problem is common to fields of computational science and engineering. Scientific visualization is to solve this problem by applying advanced technologies of computer graphics. Methods of scientific visualization are studded to visualize calculated flow fields. Different methods of scientific visualization has been surveyed, analysed and compared to select one method, iso-surface. Methods of constructing iso-surfaces from a 3-D data set have been studied. A new algorithm for constructing iso-surfaces has been developed. The algorithm can be classified as one of surface tiling methods. To develope a portable visualization system the international standard PHIGS PLUS and its implementation on X-Window system, PEX, have been selected as the development environment. A prototype of visualization system has been developed. The developed visualization system has been tried to visualize several well-known flow fields.

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Visualization Technique of Spatial Statistical Data and System Implementation (공간 통계 데이터의 시각화 기술 및 시스템 개발)

  • Baek, Ryong;Hong, Gwang-Soo;Yang, Seung-Hoon;Kim, Byung-Gyu
    • KIPS Transactions on Software and Data Engineering
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    • v.2 no.12
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    • pp.849-854
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    • 2013
  • In this paper, a system technology-based algorithms and visualization is proposed to show a space data. Also the proposed system provides analysis function with combination of usual map and automatic document generation function to give a useful information for making an important decision based on spatial distributed data. In the proposed method, we employ the heat map analysis to present a suitable color distribution for 2 dimensional map data. The buffering analysis method is also used to define the spatial data access. By using the proposed system, spatial information in a variety of distribution will be easy to identify. Also, if we make a use of automatic document generation function in the proposed algorithm, a lot of time and cost savings are expected to make electronic document which representation of spatial information is required.

Realization of the Information Visualization of Electric Power Monitoring System for MV/LV Distribution Customers (중소규모 수용가용 전력감시시스템에서의 정보시각화 구현에 관한 연구)

  • 강봉석;김재철;문종필;박기주;권영복
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.18 no.2
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    • pp.157-166
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    • 2004
  • Recently, switchboards for MV/LV distribution customers have been united and digitalized rapidly. This paper suggestes the effective information visualization method for the data mesured from cubicle switchboard for MV/LV distribution customers. We developed the algorithm that analyzes a large number of mesured data and displays them to users overall, such as fire index, power condition index, switchboard safety index, and power diminution index. Using a touch screen made users to operate it easily. User interface was also strengthened by taking graph visualization. We guess the information visualiztion method suggested in this paper shows the new direction that heavy electrical equipments including switchboards are going to develop in the future.

Visualization System for Natural Disaster Data (자연재난 데이터 실감 가시화 시스템)

  • Kim, Jongyong;Jeong, Seokcheol;Lee, Gyeweon;Cho, Joonyoung;Kim, Dongwook;Park, Sanghun
    • Journal of the Korea Computer Graphics Society
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    • v.24 no.3
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    • pp.21-31
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    • 2018
  • We introduces a system that enables fast and effective visualization of natural disaster data such as typhoons, tsunamis, floods, and flooding to help make informed decisions in disaster situations. Data containing disaster information consists of a few hundred megabytes to many tens and hundreds of gigabytes, which can not be handled by a PC. This system was implemented in the form of a client-server based service to generate and output results from high-performance servers. The server in a built-in, high-performance cluster handles client requests and sends the result of visualization to the client. Clients can receive the results in any form of images, videos, or 3D graphic model by specifying a desired time frame, effectively viewing the results with a user-friendly GUI.