• Title/Summary/Keyword: Data visualization

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User Context Recognition Based on Indoor and Outdoor Location and Development of User Interface for Visualization (실내 및 실외 위치 기반 사용자 상황인식과 시각화를 위한 사용자 인터페이스 개발)

  • Noh, Hyun-Yong;Oh, Sae-Won;Lee, Jin-Hyung;Park, Chang-Hyun;Hwang, Keum-Sung;Cho, Sung-Bae
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.84-89
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    • 2009
  • Personal mobile devices such as mobile phone, PMP and MP3 player have advanced incredibly. Such advance in mobile technology ignites the research related to the life-log to understand the daily life of an user. Since life-log collected by mobile sensors can aid memory of the user, many researches have been conducted. This paper suggests a methodology for user-context recognition and visualization based on the outdoor location by GPS as well as indoor location by wireless-lan. When the GPS sensor does not work well in an indoor location, wireless-lan plays a major role in recognizing the location of an user so that the recognition of user-context become more accurate. In this paper, we have also developed the method for visualization of the life-log based on map and blog interfaces. In the experiments, subjects have collected real data with mobile devices and we have evaluated the performance of the proposed visualization and context recognition method based on the data.

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FDANT-PCSV: Fast Detection of Abnormal Network Traffic Using Parallel Coordinates and Sankey Visualization (FDANT-PCSV: Parallel Coordinates 및 Sankey 시각화를 이용한 신속한 이상 트래픽 탐지)

  • Han, Ki hun;Kim, Huy Kang
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.30 no.4
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    • pp.693-704
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    • 2020
  • As a company's network structure is getting bigger and the number of security system is increasing, it is not easy to quickly detect abnormal traffic from huge amounts of security system events. In this paper, We propose traffic visualization analysis system(FDANT-PCSV) that can detect and analyze security events of information security systems such as firewalls in real time. FDANT-PCSV consists of Parallel Coordinates visualization using five factors(source IP, destination IP, destination port, packet length, processing status) and Sankey visualization using four factors(source IP, destination IP, number of events, data size) among security events. In addition, the use of big data-based SIEM enables real-time detection of network attacks and network failure traffic from the internet and intranet. FDANT-PCSV enables cyber security officers and network administrators to quickly and easily detect network abnormal traffic and respond quickly to network threats.

Visualization of network traffic attack using time series radial axis and cylindrical coordinate system (시계열 방사축과 원통좌표계를 이용한 네트워크 트래픽 공격 시각화)

  • Chang, Beom-Hwan;Choi, Younsung
    • Journal of the Korea Convergence Society
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    • v.10 no.12
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    • pp.17-22
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    • 2019
  • Network attack analysis and visualization methods using network traffic session data detect network anomalies by visualizing the sender's and receiver's IP addresses and the relationship between them. The traffic flow is a critical feature in detecting anomalies, but simply visualizing the source and destination IP addresses symmetrically from up-down or left-right would become a problematic factor for the analysis. Also, there is a risk of losing timely security situation when designing a visualization interface without considering the temporal characteristics of time-series traffic sessions. In this paper, we propose a visualization interface and analysis method that visualizes time-series traffic data by using the radial axis, divide IP addresses into network and host portions which then projects on the cylindrical coordinate system that could effectively monitor network attacks. The proposed method has the advantage of intuitively recognizing network attacks and identifying attack activity over time.

A Three Schematic Analysis of Information Visualization (정보시각화에 대한 스킴모형별 비교 분석)

  • Seo, Eun-Kyoung
    • Journal of the Korean Society for Library and Information Science
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    • v.36 no.4
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    • pp.175-205
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    • 2002
  • Information visualization in information retrieval is a creating tool that enables us to observe, manipulate, search, navigate, explore, filter, discover, understand, interact with large volumes of data for more rapidly and far more effectively to discover hidden patterns. The focus of this study is to investigate and analyze information visualization techniques in information retrieval system in the three-schematic levels. In result, it was found that first, scientific data, documents, and retrieval result information are visualized through various techniques. Second, information visualization techniques which facilitate navigation and interaction are zoom and pan, focus+context techniques, incremental exploration, and clustering. Third, the visual metaphors used by the visualization systems are presented in the linear structure, hierarchy structure, network structure, and vector scatter structure.

Visualization of 3D Scanned Model for Interpretation of Heritage - Case of Dinosaur Tracks for Documentation and Interpretation (문화 및 자연 유산의 해석을 위한 3차원 스캔 모델의 가시화 - 공룡발자국의 기록과 해석 사례)

  • Ahn, Jaehong;Kong, Dal-Yong;Wohn, Kwang-Yun
    • Journal of the HCI Society of Korea
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    • v.8 no.1
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    • pp.19-28
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    • 2013
  • As yet the use of 3D scanning technology has been limited to documentation, preservation and monitoring in cultural and natural heritage domain. Appropriate visualization of precise geometric information in scan data can support scientific interpretation of the domain experts. We studied the rendering techniques which visualize the required features from scanned models, and proposed a 3D scan data visualization pipeline, rendering methods, and a classification scheme. As a case study, we analyzed the traditional method in the study of dinosaur tracks and performed the visualization of 3D scanned models. A user test based on the result confirmed an effectiveness of the proposed method. This research showed a practical method in which 3D scanned models can be used to effective interpretation of heritage.

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A study on the development of the tabletop tiled display system and its application for high-resolution visualization (고해상도 가시화를 위한 테이블탑 타일드 디스플레이 시스템 개발 및 적용에 관한 연구)

  • Park, Kyoung-Shin
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.13 no.10
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    • pp.2079-2087
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    • 2009
  • This paper describes the iTABLE tabletop tiled display system which is designed for displaying high-resolution scientific visualization. Unlike other tabletop systems that typically use a projection-based single display, iTABLE system is suitable for visualizing and sharing high-resolution data, and it is capable of facilitating group interaction with interactive data visualizations on a table and distributed collaborative visualizations with other tiled displays. First, it surveys prior works on tabletop and tiled display systems as well as scientific visualization, and it describes the design and implementation of iTABLE system, and middleware and an infrared camera-based tangible user interface designed for iTABLE system. It will then discuss some high-resolution scientific visualization applications developed for iTABLE followed by conclusions and future research directions.

Research on BGP dataset analysis and CyCOP visualization methods (BGP 데이터셋 분석 및 CyCOP 가시화 방안 연구)

  • Jae-yeong Jeong;Kook-jin Kim;Han-sol Park;Ji-soo Jang;Dong-il Shin;Dong-kyoo Shin
    • Journal of Internet Computing and Services
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    • v.25 no.1
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    • pp.177-188
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    • 2024
  • As technology evolves, Internet usage continues to grow, resulting in a geometric increase in network traffic and communication volumes. The network path selection process, which is one of the core elements of the Internet, is becoming more complex and advanced as a result, and it is important to effectively manage and analyze it, and there is a need for a representation and visualization method that can be intuitively understood. To this end, this study designs a framework that analyzes network data using BGP, a network path selection method, and applies it to the cyber common operating picture for situational awareness. After that, we analyze the visualization elements required to visualize the information and conduct an experiment to implement a simple visualization. Based on the data collected and preprocessed in the experiment, the visualization screens implemented help commanders or security personnel to effectively understand the network situation and take command and control.

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.

Interactive Visualization Technique for Adaptive Mesh Refinement Data Using Hierarchical Data Structures and Graphics Hardware (계층적 자료구조와 그래픽스 하드웨어를 이용한 적응적 메쉬 세분화 데이타의 대화식 가시화)

  • ;Chandrajit Bajaj
    • Journal of KIISE:Computer Systems and Theory
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    • v.31 no.5_6
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    • pp.360-370
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    • 2004
  • Adaptive mesh refinement(AMR) is one of the popular computational simulation techniques used in various scientific and engineering fields. Although AMR data is organized in a hierarchical multi-resolution data structure, traditional volume visualization algorithms such as ray-casting and splatting cannot handle the form without converting it to a sophisticated data structure. In this paper, we present a hierarchical multi-resolution splatting technique using k-d trees and octrees for AMR data that is suitable for implementation on the latest consumer PC graphics hardware. We describe a graphical user interface to set transfer function and viewing / rendering parameters interactively. Experimental results obtained on a general purpose PC equipped with an nVIDIA GeForce3 card are presented to demonstrate that the proposed techniques can interactively render AMR data(over 20 frames per second). Our scheme can easily be applied to parallel rendering of time-varying AMR data.