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    Area of Science:

    • Human-Computer Interaction
    • Augmented Reality
    • Data Visualization

    Background:

    • Situated visualizations link data to physical referents, often via augmented reality.
    • Current designs assume referents are always visible, which is not always practical.
    • Physical referents can be obscured or outside the user's field of view.

    Purpose of the Study:

    • To propose a conceptual framework and design space for situated visualizations with non-visible referents.
    • To address limitations in current situated visualization design.
    • To guide future research and interface design for obscured or out-of-view data.

    Main Methods:

    • Reviewed existing techniques for handling non-visible objects in 3D user interfaces, 3D visualization, and mixed reality.
    • Developed a design space applicable to situated visualizations.
    • Analyzed trade-offs and challenges within this design space.

    Main Results:

    • A structured design space for situated visualizations with non-visible referents was established.
    • Identified key challenges and opportunities for designing visualizations where physical referents are not directly visible.
    • Synthesized prior work to inform new design strategies.

    Conclusions:

    • The proposed framework and design space offer a systematic approach to designing situated visualizations for non-visible referents.
    • This work provides a foundation for developing more robust and versatile situated visualization systems.
    • Future research can leverage this design space to explore novel interaction techniques and user experiences.