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EMPHASISCHECKER: A Tool for Guiding Chart and Caption Emphasis.

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    Summary
    This summary is machine-generated.

    When charts and captions highlight the same data points, readers remember them better. A new tool, EMPHASISCHECKER, helps authors align chart and caption emphasis to improve reader takeaway and understanding.

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    Area of Science:

    • Data visualization
    • Human-computer interaction
    • Information design

    Background:

    • Readers often miss information when chart and caption emphasis mismatches occur.
    • Effective data takeaway relies on congruent emphasis between visual and textual elements.

    Purpose of the Study:

    • To investigate the impact of chart-caption emphasis congruence on reader comprehension.
    • To develop an interactive tool, EMPHASISCHECKER, to identify and rectify emphasis mismatches between charts and captions.

    Main Methods:

    • Conducted a survey of 280 chart-caption pairs from diverse sources.
    • Developed EMPHASISCHECKER using a time-series prominent feature detector (Ramer-Douglas-Peucker algorithm) and text reference extractor.
    • Matched caption references with corresponding chart data to detect emphasis discrepancies.

    Main Results:

    • Survey revealed frequent mismatches between chart and caption emphasis in real-world data visualizations.
    • EMPHASISCHECKER effectively highlights visually prominent chart features and caption-emphasized elements, identifying mismatches.
    • User study confirmed the tool's utility and ease of use for authors.

    Conclusions:

    • Congruent emphasis in charts and captions is crucial for effective data communication.
    • EMPHASISCHECKER provides a practical solution for authors to ensure alignment and improve reader takeaway.
    • The tool facilitates authoring by enabling quick identification and correction of emphasis mismatches.