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GLO-STIX: Graph-Level Operations for Specifying Techniques and Interactive eXploration.

Charles D Stolper, Minsuk Kahng, Zhiyuan Lin

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    Summary
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    We introduce the Graph-Level Operations (GLO) model for specifying network visualization techniques. This model helps create diverse graph visualizations and simplifies building multi-technique applications.

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    Area of Science:

    • Computer Science
    • Information Visualization

    Background:

    • Graph visualization offers diverse techniques for data analysis.
    • Analysts utilize multiple techniques, necessitating comprehensive application support.
    • Existing approaches often treat visualization techniques in isolation.

    Purpose of the Study:

    • To present a holistic model for specifying network visualization techniques.
    • To introduce the Graph-Level Operations (GLO) model for a unified approach.
    • To facilitate the creation and combination of graph visualization methods.

    Main Methods:

    • Developed a method for identifying Graph-Level Operations (GLOs).
    • Identified five distinct classes of GLOs.
    • Demonstrated GLOs' flexibility by recreating six canonical graph visualization techniques.

    Main Results:

    • The GLO model provides a unified framework for graph visualization specification.
    • Five classes of GLOs were identified and categorized.
    • The model successfully recreated six standard graph visualization techniques through GLO combinations.

    Conclusions:

    • The GLO model simplifies the engineering of multi-technique graph visualization applications.
    • This approach may lead to the discovery of novel and effective network visualization techniques.
    • The GLO-STIX prototype enables interactive graph exploration via GLO application.