• Title/Summary/Keyword: Data visualization

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A Study on Proposing a Guideline for Healthcare Service Visualization - Focusing on the mobile healthcare applications - (헬스케어 데이터 시각화 연구 - 모바일 헬스케어 서비스를 중심으로 -)

  • Roh, Eun Ji;Park, Seung ho
    • Design Convergence Study
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    • v.15 no.4
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    • pp.1-16
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    • 2016
  • Healthcare service helps users' health management by collecting an individual user's activity and biometric data from mobile devices and by providing them to the user. As a result, it has become necessary to perform a research on how to show the collected data. According to information visualization, the same data can have various interpretations depending on how they are represented. Healthcare data must be elivered to information acceptors without errors or distortion as they are directly related to people's health. With the expansion of healthcare service by the development of technology, this study could measure various data from users and was started to provide a necessary guideline for the visualization of measured numerical data. To propose a specific visualization by applying the visualization direction, 5 types of data including present value, measured value, relative value, relation data, and prediction value were set as the values necessary for the continuous use of mobile healthcare. Visualization was proposed concretely by applying clarity, variable comparison, brevity, relation, reliability, independence, and contextuality, which are the criteria for vitalizing the healthcare service.

Visualizing Korean economic statistics (우리나라 경제통계 시각화의 현황과 과제)

  • Lee, Geung-Hee
    • Journal of the Korean Data and Information Science Society
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    • v.28 no.6
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    • pp.1313-1325
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    • 2017
  • Economic statistics such as GDP, consumer prices, balance of payments, and unemployment rates are regularly measured over time. One of the best way to understand economic statistics is to visualize economic statistics as a picture. This makes it easier to grasp patterns of economic statistics and to communicate with users. The web technologies and the visualization tools make it possible to create dynamic and interactive visualization of economic statistics. Statistics Korea and the Bank of Korea provide various data visualization relating to official statistics such as infographics and dynamic charts. This paper presents an overview of visualization of Statistics Korea and the Bank of Korea. It also discusses a future direction to explore the visualization of Korean economic statistics.

Implementation of public data contents using Big data Visualization technology - Map visualization technique (빅 데이터 가시화 기술을 적용한 공공데이터 콘텐츠 구현 - Map가시화 기법)

  • Bak, Seon-Hui;Kim, Jong Ho;You, Hyun-Bea
    • Journal of Digital Contents Society
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    • v.18 no.7
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    • pp.1427-1434
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    • 2017
  • Due to the acceleration of the 4th industrialization, the data around us rapidly increased. Therefore, it is necessary to be able to more easily grasp the nature and meaning of data obtained through data analysis than to collect data, and apply it flexibly to the value judgment of data. Visualization technology is now attracting attention in many fields. Visualization allows the user to more easily grasp the information of the data with graphs, charts, etc. so that the data analysis result can be understood more easily, so that the user can make an immediate judgment and make a quick decision. Among them, there is a high degree of interest in visualization using public data, which is highly useful to users. In this paper, we implemented R - library and R Studio to visualize public data at the installation sites of bicycle storage sites among various software that can express visualization.

A Study on the Development of a Problem Bank in an Automated Assessment Module for Data Visualization Based on Public Data

  • HakNeung Go;Sangsu Jeong;Youngjun Lee
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.5
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    • pp.203-211
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    • 2024
  • Utilizing programming languages for data visualization can enhance the efficiency and effectiveness in handling data volume, processing time, and flexibility. However, practice is required to become proficient in programming. Therefore public data-based the problem bank was developed to practice data visualization in a programming automatic assessment system. Public data were collected based on topics suggested in the curriculum and were preprocessed to make it suitable for users to visualize. The problem bank was associated with the mathematics curriculum to learn various data visualization methods. The developed problems were reviewed to expert and pilot testing, which validated the level of the questions and the potential of integrating data visualization in math education. However, feedback indicated a lack of student interest in the topics, leading us to develop additional questions using student-center data. The developed problem bank is expected to be used when students who have learned Python in primary school information gifted or middle school or higher learn data visualization.

Gadget Arms: Interactive Data Visualization using Hand Gesture in Extended Reality (가젯암: 확장현실을 위한 손 제스처 기반 대화형 데이터 시각화 시스템)

  • Choi, JunYoung;Jeong, HaeJin;Jeong, Won-Ki
    • Journal of the Korea Computer Graphics Society
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    • v.25 no.2
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    • pp.31-41
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    • 2019
  • Extended Reality (XR), such as virtual and augmented reality, has huge potential for immersive data visualization and analysis. In XR, users can interact with data and other users realistically by navigating the shared virtual space, allowing for more intuitive data analysis. However, creating a visualization in XR also poses a challenge because complicated, low-level programming is required, which hinders broad adaptation in visual analytics. This paper proposes an interactive visualization authoring tool based on hand gesture for immersive data visualization-Gadget Arms. The proposed system provides a novel user interaction to create and place visualization in the 3D virtual world. This simple, but intuitive, user interaction enables user designs the entire visualization space in the XR without using a host computer and low-level programming. Our user study also confirmed that the proposed user interaction significantly improves the usability of the visualization authoring tool.

Development of a CAE Middleware and a Visualization System for Supporting Interoperability of Continuous CAE Analysis Data (연속해석 데이터의 상호운용성을 지원하는 CAE 미들웨어와 가시화 시스템의 개발)

  • Song, In-Ho;Yang, Jeong-Sam;Jo, Hyun-Jei;Choi, Sang-Su
    • Korean Journal of Computational Design and Engineering
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    • v.15 no.2
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    • pp.85-93
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    • 2010
  • This paper proposes a CAE data translation and visualization technique that can verify time-varying continuous analysis simulation in a virtual reality (VR) environment. In previous research, the use of CAE analysis data has been problematic because of the lack of any interactive simulation controls for visualizing continuous simulation data. Moreover, the research on post-processing methods for real-time verification of CAE analysis data has not been sufficient. We therefore propose a scene graph based visualization method and a post-processing method for supporting interoperability of continuous CAE analysis data. These methods can continuously visualize static analysis data independently of any timeline; it can also continuously visualize dynamic analysis data that varies in relation to the timeline. The visualization system for continuous simulation data, which includes a CAE middleware that interfaces with various formats of CAE analysis data as well as functions for visualizing continuous simulation data and operational functions, enables users to verify simulation results with more realistic scenes. We also use the system to do a performance evaluation with regard to the visualization of continuous simulation data.

Comparison of the borehole and tomography data in subsidence area using 3D visualization (3D 가시화를 이용한 지반침하지역의 시추자료와 토모그래피 자료의 비교)

  • 안조범;윤왕중;김진회
    • Proceedings of the Korean Geotechical Society Conference
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    • 2002.10a
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    • pp.231-236
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    • 2002
  • The understanding of underground geologic structures is of great importance for the surface and subsurface constructions, prevention of natural hazards such as land-slides and subsidence, and many other areas. To get the information on the geologic conditions, many of investigations such as geologic survey, geophysical explorations, testings on the physical properties of rocks, drilling tests and logging, and groundwater surveys are usually conducted, and tremendous data are collected accordingly. In general, however, these huge amount of data are interpreted in the individual areas only. If these data are analyzed collectively, much more information on the geologic conditions can be obtained. In this study, 3D visualization of borehole logging data is attempted. Borehole logging data are obtained at the urban subsidence area. To compare the 3D logging data with other geologic and geophysical data such as resistivity tomography data, interface module was developed. The 3D visualization of logging data and the comparison with other data can be helpful for the understanding of underground geologic structures.

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Effective visualization methods for a manufacturing big data system (제조 빅데이터 시스템을 위한 효과적인 시각화 기법)

  • Yoo, Kwan-Hee
    • Journal of the Korean Data and Information Science Society
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    • v.28 no.6
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    • pp.1301-1311
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    • 2017
  • Manufacturing big data systems have supported decision making that can improve preemptive manufacturing activities through collection, storage, management, and predictive analysis of related 4M data in pre-manufacturing processes. Effective visualization of data is crucial for efficient management and operation of data in these systems. This paper presents visualization techniques that can be used to effectively show data collection, analysis, and prediction results in the manufacturing big data systems. Through the visualization technique presented in this paper, we have confirmed that it was not only easy to identify the problems that occurred at the manufacturing site, but also it was very useful to reply to these problems.

Scientific Visualization of Oceanic Data (GIS정보를 이용한 해양자료의 과학적 가시화)

  • Im, Hyo-Hyuc;Kim, Hyeon-Seong;Han, Sang-Cheon;Seong, Ha-Keun;Kim, Kye-Yeong
    • Proceedings of the Korean Society of Marine Engineers Conference
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    • 2006.06a
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    • pp.195-196
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    • 2006
  • Recently, there are increasing need to make a synthetic assessment about oceanic data which is collected over the various scientific field, in addition to just gathering oceanic data. In this study, we made a basic map using satellite image, aerial photo, multi-beam data, geological stratum data etc. And as well we are producing comprehensive SVT(Scientific Visualization Toolkit) which can visualize various kinds of oceanic data. These oceanic data include both survey data such as tidal height, tide, current, wave, water temperature, salinity, oceanic weather data and numeric modelling results such as ocean hydrodynamic model, wave model, erosion/sediment model, thermal discharged coastal water model, ocean water quality model. In this process, we introduce GIS(Geographic Information System) concepts to reflect time and spatial characteristics of oceanic data.

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Method for 3D Visualization of Sound Data (사운드 데이터의 3D 시각화 방법)

  • Ko, Jae-Hyuk
    • Journal of Digital Convergence
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    • v.14 no.7
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    • pp.331-337
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    • 2016
  • The purpose of this study is to provide a method to visualize the sound data to the three-dimensional image. The visualization of the sound data is performed according to the algorithm set after production of the text-based script that form the channel range of the sound data. The algorithm consists of a total of five levels, including setting sound channel range, setting picture frame for sound visualization, setting 3D image unit's property, extracting channel range of sound data and sound visualization, 3D visualization is performed with at least an operation signal input by the input device such as a mouse. With the sound files with the amount an animator can not finish in the normal way, 3D visualization method proposed in this study was highlighted that the low-cost, highly efficient way to produce creative artistic image by comparing the working time the animator with a study presented method and time for work. Future research will be the real-time visualization method of the sound data in a way that is going through a rendering process in the game engine.