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Updated: Dec 26, 2025

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Interweaving Multimodal Interaction With Flexible Unit Visualizations for Data Exploration.

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    Summary
    This summary is machine-generated.

    This study introduces DataBreeze, a multimodal interface combining direct manipulation and natural language for data visualization. It enhances visual exploration by integrating pen, touch, and speech inputs with flexible visualizations.

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    Area of Science:

    • Human-Computer Interaction
    • Data Visualization

    Background:

    • Multimodal interfaces combining direct manipulation and natural language offer significant potential for data visualization.
    • These interfaces allow users to maintain focus during visual exploration by leveraging complementary strengths of different interaction modalities.

    Purpose of the Study:

    • To introduce an approach that integrates multimodal interaction (direct manipulation and natural language) with flexible unit visualizations.
    • To present DataBreeze, a proof-of-concept system demonstrating this approach for enhanced visual data exploration.

    Main Methods:

    • Developed DataBreeze, a system coupling pen, touch, and speech-based multimodal interaction.
    • Integrated flexible unit visualizations enabling creation and interaction with both standard and customized data views.
    • Described the design process, interface, and interactions, emphasizing synergistic multimodal use.

    Main Results:

    • DataBreeze facilitates a novel visual data exploration experience by allowing users to create and interact with diverse data views.
    • Preliminary user study highlighted specific data exploration patterns employed by participants using the system.

    Conclusions:

    • The proposed approach and DataBreeze system demonstrate the effectiveness of interweaving multimodal interaction and flexible visualizations.
    • Future research directions are identified based on the design process and preliminary user study findings.