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Pappus and Guldinus's theorems are powerful mathematical principles that are used for finding the surface area and volume of composite shapes. For example, consider a cylindrical storage tank with a conical top. Finding the surface area or volume can be challenging for such complex shapes. These theorems are particularly useful in calculating the volume and surface area of such systems. Here, the cylindrical storage tank with a conical top can be broken down into two simple shapes: a...
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GlyphCreator: Towards Example-based Automatic Generation of Circular Glyphs.

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    GlyphCreator simplifies creating complex circular glyphs for multidimensional data visualization. This tool uses deep learning to generate and customize glyph designs, making them more accessible.

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    Area of Science:

    • Computer Science
    • Data Visualization
    • Human-Computer Interaction

    Background:

    • Circular glyphs are effective for multidimensional data representation but laborious to create.
    • Existing methods lack efficiency and user-friendliness for glyph design.

    Purpose of the Study:

    • To present GlyphCreator, an interactive tool for example-based circular glyph generation.
    • To streamline the process of creating and customizing circular glyphs for data visualization.

    Main Methods:

    • Derived a design space for circular glyphs based on visual element relationships.
    • Developed a deep learning model for parsing circular glyph bitmaps into visual elements.
    • Introduced an interface for data attribute binding and style customization.

    Main Results:

    • The deep learning model effectively deconstructs circular glyphs.
    • GlyphCreator generates design candidates from example glyphs and input data.
    • User interviews validated the tool's effectiveness and usability.

    Conclusions:

    • GlyphCreator significantly reduces the effort required to design circular glyphs.
    • The tool enhances accessibility to effective multidimensional data visualization techniques.
    • Interactive, AI-powered tools can aid complex visual representation creation.