[PDF] Overview of Data Visualization | Semantic Scholar (2024)

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@article{Li2020OverviewOD, title={Overview of Data Visualization}, author={Qi Li}, journal={Embodying Data}, year={2020}, pages={17 - 47}, url={https://api.semanticscholar.org/CorpusID:211685725}}
  • Qi Li
  • Published in Embodying Data 20 June 2020
  • Computer Science, Art
  • Embodying Data

This chapter discusses the definition of data and information and the forms and characteristics of traditional data visualization, emphasizes on understanding of meaning of data in effectiveness and efficiency, and outlines some key data visualizations.

28 Citations

Background Citations

14

Methods Citations

4

28 Citations

Data Visualization
    H. Hinterberger

    Computer Science, Mathematics

    Encyclopedia of Database Systems

  • 2018

With the combination of some known methods, a new algorithm to do 4 dimensional data visualization is presented and a program project plan about it is presented, and some issues and explanations around it are presented.

  • 4
  • PDF
HCI methodologies and Data Visualization to foster user awareness
    C. Ceccarini

    Computer Science, Environmental Science

  • 2021

The purpose of this research concerns the integration between Human-Computer Interaction and Data Visualization to increase users’ awareness of issues of public interest and which HCI methodologies can be useful to design and validate systems that can become effective tools to support communities of users in decision-making processes about issues such as sustainability.

Informing the Design of Data Visualization Tools to Monitor the COVID-19 Pandemic in Portugal: A Web-Delphi Participatory Approach
    Ekaterina IgnatenkoManuel RibeiroM. Oliveira

    Computer Science, Environmental Science

    International journal of environmental research…

  • 2022

Insight is provided into data visualization selection literature, as well as how a Delphi process can be implemented to assist the design of public health dashboards is shown.

Tableau-Based Data Visualization and Regression Analysis of Landcover and Climatic Trends
    Thottempudi NagaSri YaswanthGanta LokeshwarShaik Imran MohammadSuvarna Vani

    Environmental Science, Geography

    2023 World Conference on Communication…

  • 2023

Visualization is a key technology for analyzing and presenting vegetation cover and climatic changes. Interactive visualization has emerged as a popular and effective approach for communicating

Data visualization as a research support service in academic libraries: An investigation of world-class universities
    M. Zakaria

    Education, Computer Science

  • 2021
  • 14
Application of Data Visualization and Machine Learning Algorithms for Better Decision Making
    Olta LlahaAzir Aliu

    Computer Science

    RTA-CSIT

  • 2023

This study identified the most appropriate machine learning algorithm to analyze the collected data from sources specialized in crime prevention, which helps the institutions against crime to better predict and classify it.

  • PDF
Improvement of Information Flows Using Lean Information Management and Data Visualization tools : A case applied to an Improvement Suggestions System in a Manufacturing Company
    Joana SilvaLiliana ÁvilaL. Teixeira

    Business, Computer Science

    2023 18th Iberian Conference on Information…

  • 2023

A solution was implemented using the Lean Information Management and the Microsoft Power BI tool to provide the main participants of the process with a set of key performance indicators, through data visualization in a structured, simple, appealing, and intuitive way.

Enhancing the Security of Data Stored in the Cloud using customized Data Visualization Patterns
    Archana MGururaj Murtugudde

    Computer Science

    International Journal of Advanced Computer…

  • 2022

The proposed research concentrates on customized data visualization techniques that have been developed in order to store the data and also enhance the data security which will give an additional strength to the Cloud Computing Platforms like AWS and Google Cloud where the customers can feel that their data is in safe hands.

  • PDF
Optimizing Elementary School Reading Comprehension in Malaysia: A Visual Information Approach
    Wong Yoke SengOlowosile Ayokanmi Seun

    Education

    International Journal of Academic Research in…

  • 2023

Utilizing visualization strategies, which involve the creation of images to reinforce students' understanding of reading comprehension, forms the basis of this research. During the reading process,

Design of Dashboard for Final Examination Moderation Reports
    R. R. PorleMohd. Aizan Ermando

    Computer Science, Education

    2023 International Conference on Digital…

  • 2023

The dashboard has been successfully used for four consecutive semesters at the program level, proving to be an effective tool for facilitating the exam question moderation process.

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73 References

Interactive Data Visualization - Foundations, Techniques, and Applications
    M. WardG. GrinsteinD. Keim

    Computer Science

  • 2010

Practical practitioners, developers, teachers and students as well as those interested in gaining some exposure to the field will get an in-depth understanding of visualization techniques and are provided with sufficient information, often with full source code, to complete an implementation.

  • 552
  • PDF
A Brief History of Data Visualization
    M. Friendly

    Computer Science, History

  • 2008

The graphic representation of quantitative information has deep roots that reach into the histories of the earliestmap making and visual depiction, and later into thematic cartography, statistics and statistical graphics, medicine and other fields.

  • 321
  • PDF
Readings in information visualization - using vision to think
    S. CardJ. MackinlayB. Shneiderman

    Computer Science

  • 1999

This paper presents a meta-anatomy of human interaction in the context of data mapping, which aims to provide a scaffolding for future generations to think and act in a more holistic way.

  • 4,740
  • PDF
Data and Information Visualization Methods, and Interactive Mechanisms: A Survey
    Khan MuzammilS. Sarwar

    Computer Science

  • 2011

The purpose of this piece of document is to collect all visualization techniques with their brief introduction to form a guide for the young researchers who wants to start work in visualization.

  • 148
Views on Visualization
    J. V. Wijk

    Computer Science, Economics

    IEEE Transactions on Visualization and Computer…

  • 2006

This paper considers visualization from multiple points of view: a technological viewpoint is adopted, where the value of visualization is measured based on effectiveness and efficiency, and an economic model of visualize is presented and benefits and costs are established.

  • 142
  • PDF
Top 10 Unsolved Information Visualization Problems
    Chaomei Chen

    Computer Science

    IEEE Computer Graphics and Applications

  • 2005

The top 10 unsolved problems list described in this article is a revised and extended version of information visualization problems, highlighting issues from a user-centered perspective and technical challenges in nature.

  • 375
What is Visualization
    Lev Manovich

    Computer Science

  • 2010

Using the actual visual artefacts in visualisation as opposed to representing them by graphical primitives helps the researcher to understand meaning and/or cause behind the patterns she may observe, as well as discover additional patterns.

  • 73
Tree-maps: a space-filling approach to the visualization of hierarchical information structures
    Brian JohnsonB. Shneiderman

    Computer Science

    Proceeding Visualization '91

  • 1991

The tree-map visualization technique makes 100% use of the available display space, mapping the full hierarchy onto a rectangular region in a space-filling manner, which allows very large hierarchies to be displayed in their entirety and facilitates the presentation of semantic information.

  • 1,589
  • PDF
Information Visualization: Design for Interaction (2nd Edition)
    R. Spence

    Computer Science

  • 2006

Information Visualization by Robert Spence Table of Contents Dedication About the author Other books by the author Preface Acknowledgements Chapter 1 What is Visualization? Visualization

  • 512
  • Highly Influential
Visualization and the process of modeling: a cognitive-theoretic view
    A. CrapoL. WaiselW. WallaceT. Willemain

    Computer Science, Philosophy

    KDD '00

  • 2000

The purpose of this paper is to provide a description of the process of modeling and, based upon theories of cognition, show how visualization can assist in developing and assessing computational models for very large, high dimensional data sets.

  • 88
  • PDF

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    Insights, advice, suggestions, feedback and comments from experts

    As an expert and enthusiast, I have access to a wide range of information and can provide insights on various topics. While I have direct access to the specific article you mentioned, I can still provide information related to the concepts used in the article.

    The article you mentioned is titled "Overview of Data Visualization" and is written by Qi Li. It was published in the book "Embodying Data" in June 2020. The article discusses the definition of data and information, the forms and characteristics of traditional data visualization, and emphasizes the importance of understanding the meaning of data in terms of effectiveness and efficiency. It also outlines some key data visualizations.

    Data visualization is the graphical representation of data and information. It is used to communicate complex data in a visual and intuitive way, making it easier to understand and analyze. Data visualization techniques can include charts, graphs, maps, and other visual elements.

    In the field of computer science, data visualization plays a crucial role in analyzing and presenting data. It helps in identifying patterns, trends, and relationships within the data, enabling better decision-making and insights.

    Some key concepts related to data visualization include:

    1. Meaning of Data: Understanding the meaning and context of data is essential for effective data visualization. It involves interpreting the data and representing it in a way that conveys its significance.

    2. Forms and Characteristics: Data visualization can take various forms, such as charts, graphs, maps, and diagrams. Each form has its own characteristics and is suitable for representing different types of data.

    3. Effectiveness and Efficiency: Data visualization should be effective in conveying the intended message and efficient in terms of the resources required to create and interpret the visualizations.

    4. Interactive Visualization: Interactive visualization allows users to explore and interact with the data visualizations, enabling a deeper understanding and analysis of the data.

    5. Visualization Techniques: There are various visualization techniques available, such as tree-maps, scatter plots, bar charts, and network diagrams. Each technique has its own strengths and is suitable for different types of data and analysis.

    6. Data Visualization Tools: There are several tools and software available for creating data visualizations, such as Tableau, Power BI, and D3.js. These tools provide a range of features and functionalities to create interactive and visually appealing visualizations.

    Remember, the information provided above is a general overview of data visualization concepts and related topics. If you have any specific questions or need more detailed information, feel free to ask!

    [PDF] Overview of Data Visualization | Semantic Scholar (2024)

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