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Investigating Professional Analyst Strategies in Immersive Space to Think.

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    Professional intelligence analysts use immersive analytics systems differently than novices. This study reveals unique sensemaking strategies for professionals, informing the development of advanced immersive analytic systems.

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    Area of Science:

    • Human-Computer Interaction
    • Data Visualization
    • Cognitive Science

    Background:

    • Current research on sensemaking in immersive analytics (IA) systems predominantly studies novice users.
    • Existing studies focus on how users analyze quantitative and qualitative data within IA environments.
    • There's a gap in understanding how professional users, specifically intelligence analysts, engage with these systems.

    Purpose of the Study:

    • To investigate the sensemaking processes of professional intelligence analysts in immersive analytic systems.
    • To compare the analytical strategies of professional users with those of novice users.
    • To identify requirements for developing improved IA systems tailored to professional analysts.

    Main Methods:

    • A user study was conducted with 11 professional intelligence analysts.
    • Each participant completed three distinct analysis sessions.
    • Data was collected to analyze sensemaking behaviors and strategies within the 'Immersive Space to Think' concept.

    Main Results:

    • Professional analysts exhibit distinct sensemaking patterns compared to novice users.
    • Specific analytical strategies employed by professionals were identified.
    • Differences in data interaction and analysis methodologies were observed between professional and novice populations.

    Conclusions:

    • Professional intelligence analysts utilize immersive analytic systems in unique ways that differ from novice users.
    • Findings provide critical insights for designing more effective IA systems that cater to the advanced needs of professional analysts.
    • Future IA system development should consider the specialized strategies and workflows of professional intelligence analysts.