• Title/Summary/Keyword: 그래프 시각화

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A Study on the Linear Function using Graphing Calculator and CBL - A Case Study Focused on Mathematics Education for the Gifted - (그래핑 계산기와 CBL을 활용한 1차 함수 탐구 - 초등 영재아를 중심으로 한 사례연구 -)

  • Lee, Heon-Soo;Park, Jong-Youll;Lee, Kwang-Ho
    • Journal of the Korean School Mathematics Society
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    • v.12 no.3
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    • pp.347-364
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    • 2009
  • In this paper, the researchers investigated the influence of graphing calculator in learning the concept of linear function for the gifted students. Elementary students who were taking a course in enrichment mathematics at Science Education Institute for the Gifted in Mokpo National University were selected for this study. The researchers analyzed students' processes of mathematical inference and conjecture, and students' algebraic description. We found the facts that the visualization using a graphing calculator and CBL is helpful to the gifted students in understanding concepts of liner function, finding the relationship between variables, analyzing and presupposing of graph. But, using graphing calculator can be a factor that disturbs learning of students who have too much of curiosity on graphing calculator.

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3-layer 2.5D Metabolic pathway layout algorithm (3 계층의 2.5차원 대사경로 레이아웃 알고리즘)

  • Song, Eun-Ha;Yong, Seunglim
    • Journal of the Korea Society of Computer and Information
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    • v.18 no.6
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    • pp.71-79
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    • 2013
  • Metabolic pathway, represented by well-displayed graph, have a complex binding structure, which makes the graphical representation hard to visualize. To apply automatic graph layout techniques to the genome-scale metabolic flow of metabolism domains, it is very important to reduce unnecessary edge crossing on a metabolic pathway layout. we proposed a metabolic pathway layout algorithm based on 3-layer layout. Our algorithm searches any meaningful component existing in a pathway, such as circular components, highly connected nodes, and the components are drawn in middle layer. Then the remaining subgraphs except meaningful components are drawn in upper and lower layer by utilizing a new radial layout algorithm. It reduces ultimately reduced the number of edge crossings. Our algorithm solve the problem that edge crossings exponentially increase as the number of nodes grows.

Massive Graph Expression and Shortest Path Search in Interpersonal Relationship Network (인물관계망의 대용량 그래프 표현과 최단 경로 탐색)

  • Min, Kyoung-Ju;Jin, Byeong-Chan;Jung, Man-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.26 no.4
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    • pp.624-632
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    • 2022
  • Relationship networks such as an interpersonal relationship network or navigation route search can be expressed in graph form. However, as the amount of data increase, there is a problem that it is difficult to search for the desired data when it is displayed on one screen. In this paper, we propose a visualization method for searching for people, searching for the shortest path between people, and using graphs to express an interpersonal relationship network with many nodes. Unlike the search for the shortest path in the routing table, the shortest path in the interpersonal relationship network should be changeable according to the intension or importance of the researcher or user who is analyzing it. To this end, the BFS algorithm was modified to apply the characteristics of the interpersonal relationship network. For the verification of the results, the data in the character relationship information of the Korean Classics DB in the Korean Classics Translation Institute was used.

A method of Multi-Layer Visualizations for XTM (XTM을 위한 다층적 시각화 방법)

  • 박영조;박호병;조용윤;유재우
    • Proceedings of the Korean Information Science Society Conference
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    • 2004.10b
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    • pp.529-531
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    • 2004
  • 웹 상에는 많은 자원들과 정보들이 존재한다. XML은 이러한 자원들과 정보들을 구조화하기 위해서 개발되었다. XTM(XML Topic Maps)은 XML의 형태로 자원들과 정보들에 의미를 부여할 수 있는 언어이다. XTM은 Topic과 Association을 이용해서 자원들과 정보들이 가진 의미를 표현한다 XTM상에서 나타나는 Topic과 Association은 매우 거대하고 다양하기 때문에 모든 Topic과 Association을 한꺼번에 표현하기 어렵다 또한, 사용자가 수백만개의 Topic과 Association에서 원하는 Topic과 Association을 찾기 어렵다. 따라서 이러한 문제점을 해결하기 위해서 다양한 시각화 방법이 연구되었다. 현재 Topic Maps을 표현할 때 트리, 그래프, 맵 등 하나의 구조를 이용해서 표현한다. 하지만 추상화정도에 따라 시각화 방법은 장ㆍ단점을 지닌다. 본 논문에서는 웹 상의 자원, 정보들과 의미 사이에 여러 계층이 존재하는 다층적 시각화를 제안한다. 각 계층은 독립적인 표현구조로 나타내어 추상화정도에 따라 최적화된 구조를 사용한다. 사용자는 자신이 원하는 Topic과 Association을 점진적 접근을 통해서 원하는 Topic과 Association을 검색할 수 있다. 또한 Topic이 Association의 member처럼 사용되는 경우, 시각적으로 Topic이 표현되면 Topic은 연결된 Association과 직접적인 연결을 갖는다.

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A Study on the Analysis and Visualization of Marine Waste Using Big Data (빅데이터를 활용한 해양 쓰레기의 종류 분석 및 시각화에 대한 연구)

  • So-Yeong Lee;Seok-Min Hong;Yong-Tae Shin
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.11a
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    • pp.386-388
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    • 2023
  • 전 세계적으로 해양 쓰레기 문제는 계속해서 심각해 지고 있으며 이에 대해 각국에서는 여러 해결 방안을 통해 문제를 해결하고 있다. 해양 쓰레기 문제를 해결하기 위해 많은 양, 여러 종류의 해양 쓰레기 데이터가 존재하지만 대부분의 수치자료가 막대그래프로 되어있어 한계가 있음을 확인하여 데이터를 다양하게 시각화하고, 이를 통해 해양 쓰레기 문제를 해결하는데 도움이 되고자 한다.

Visualization Method of Social Networks Service based on Cloud (클라우드 기반의 소셜 네트워크 서비스 시각화 방법)

  • Kim, Yong IL;Park, Sun;Kim, Chul Won
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2013.05a
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    • pp.699-700
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    • 2013
  • This paper proposes a new visualization method based on cloud technique which uses internal relationship of user correlation and external relation of social network to visualize user relationship hierarchy. The proposed method use hadoop and hive for distribution storing and parallel processing which the result of calculation visualizes hierarchy graph using D3.

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A Query Model for Consecutive Analyses of Dynamic Multivariate Graphs (동적 다변량 그래프의 연속적 분석을 위한 질의 모델 설계 및 구현)

  • Bae, Yechan;Ham, Doyoung;Kim, Taeyang;Jeong, Hayjin;Kim, Dongyoon
    • The Journal of Korean Association of Computer Education
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    • v.17 no.6
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    • pp.103-113
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    • 2014
  • This study designed and implemented a query model for consecutive analyses of dynamic multivariate graph data. First, the query model consists of two procedures; setting the discriminant function, and determining an alteration method. Second, the query model was implemented as a query system that consists of a query panel, a graph visualization panel, and a property panel. A Node-Link Diagram and the Force-Directed Graph Drawing algorithm were used for the visualization of the graph. The results of the queries are visually presented through the graph visualization panel. Finally, this study used the data of worldwide import & export data of small arms to verify our model. The significance of this research is in the fact that, through the model which is able to conduct consecutive analyses on dynamic graph data, it helps overcome the limitations of previous models which can only perform discrete analysis on dynamic data. This research is expected to contribute to future studies such as online decision making and complex network analysis, that use dynamic graph models.

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Improving Visual Object Query language (VOQL) by Introducing Visual Elements and visual Variables (시각 요소와 시각 변수를 통한 시각 객체 질의어(VOQL)의 개선)

  • Lee, Seok-Gyun
    • The Transactions of the Korea Information Processing Society
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    • v.6 no.6
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    • pp.1447-1457
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    • 1999
  • Visual Object Query language(VOQL) proposed recently is a visual object-oriented database query language which can effectively represent queries on complex structured data, since schema information is visually included in query expressions. VOQL, which is a graph-based query language with inductively defined semantics, can concisely represent various text-based path expressions by graph, and clearly convey the semantics of complex path expressions. however, the existing VOQL assumes that all the attributes are multi-valued, and cannot visualize the concept of binding of object variables. therefore, VPAL query expressions are not intuitive, so that it is difficult to extend the existing VOQL theoretically. In this paper, we propose VOQL that improved on these problems. The improved VOQL visualizes the result of a single-valued attribute and that of a multi-valued attribute as a visual element and a subblob, respectively, and specifies the binding of object variables by introducing visual variables, so that the improved VOQL intuitively and clearly represents the semantics of queries.

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A study on rethinking EDA in digital transformation era (DX 전환 환경에서 EDA에 대한 재고찰)

  • Seoung-gon Ko
    • The Korean Journal of Applied Statistics
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    • v.37 no.1
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    • pp.87-102
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    • 2024
  • Digital transformation refers to the process by which a company or organization changes or innovates its existing business model or sales activities using digital technology. This requires the use of various digital technologies - cloud computing, IoT, artificial intelligence, etc. - to strengthen competitiveness in the market, improve customer experience, and discover new businesses. In addition, in order to derive knowledge and insight about the market, customers, and production environment, it is necessary to select the right data, preprocess the data to an analyzable state, and establish the right process for systematic analysis suitable for the purpose. The usefulness of such digital data is determined by the importance of pre-processing and the correct application of exploratory data analysis (EDA), which is useful for information and hypothesis exploration and visualization of knowledge and insights. In this paper, we reexamine the philosophy and basic concepts of EDA and discuss key visualization information, information expression methods based on the grammar of graphics, and the ACCENT principle, which is the final visualization review standard, for effective visualization.

해양오염사고 시각화에 관한 연구 : 사고정보 심볼 중심으로

  • Ha, Min-Jae;Yun, Jong-Hwi;Kim, Tae-Hyeong;Jeong, Min-Gi;Lee, Mun-Jin;Lee, Eun-Bang
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2017.11a
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    • pp.3-4
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    • 2017
  • 해양오염사고를 표시하는 기존의 방법은 사고의 위치를 점으로 표시하는 방법, 사고의 빈도나 규모를 해도에 영역(Heat map)으로 표시하는 방법, 사고정보를 코드화하여 그래프로 표시하는 방법, 그리고 사고의 위험도를 평가하여 해도에 구획을 정하여 해당 구획의 위험도를 표시하는 방법 등이 해양사고 관련 연구나 분석에 주로 이용되어 왔다. 하지만, 이런 기존의 사고표시방법은 정보를 제한적으로만 표시할 수 있어, 종합적인 사고정보를 전달하기에는 한계가 있다. 따라서, 본 연구에서는 해양오염사고의 정보를 효율적으로 이용 및 전달하기 위해 기름유출사고를 시각화하여 압축적으로 표현할 수 있는 방안에 대하여 연구하였다.

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