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Article

Effect of Dynamic Point Symbol Visual Coding on User Search Performance in Map-Based Visualizations

College of Furnishings and Industrial Design, Nanjing Forestry University, Nanjing 210037, China
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Author to whom correspondence should be addressed.
These authors contributed equally and should be considered co-first authors.
ISPRS Int. J. Geo-Inf. 2025, 14(8), 305; https://doi.org/10.3390/ijgi14080305
Submission received: 2 May 2025 / Revised: 29 July 2025 / Accepted: 2 August 2025 / Published: 5 August 2025
(This article belongs to the Topic Theories and Applications of Human-Computer Interaction)

Abstract

As geographic information visualization continues to gain prominence, dynamic symbols are increasingly employed in map-based applications. However, the optimal visual coding for dynamic point symbols—particularly concerning encoding type, animation rate, and modulation area—remains underexplored. This study examines how these factors influence user performance in visual search tasks through two eye-tracking experiments. Experiment 1 investigated the effects of two visual coding factors: encoding types (flashing, pulsation, and lightness modulation) and animation rates (low, medium, and high). Experiment 2 focused on the interaction between encoding types and modulation areas (fill, contour, and entire symbol) under a fixed animation rate condition. The results revealed that search performance deteriorates as the animation rate of the fastest target symbol exceeds 10 fps. Flashing and lightness modulation outperformed pulsation, and modulation areas significantly impacted efficiency and accuracy, with notable interaction effects. Based on the experimental results, three visual coding strategies are recommended for optimal performance in map-based interfaces: contour pulsation, contour flashing, and entire symbol lightness modulation. These findings provide valuable insights for optimizing the design of dynamic point symbols, contributing to improved user engagement and task performance in cartographic and geovisual applications.
Keywords: dynamic point symbols; visual coding; search performance; map-based visualizations; eye tracking dynamic point symbols; visual coding; search performance; map-based visualizations; eye tracking

Share and Cite

MDPI and ACS Style

Ge, W.; Zhang, J.; Shi, X.; Tang, W.; Qian, L. Effect of Dynamic Point Symbol Visual Coding on User Search Performance in Map-Based Visualizations. ISPRS Int. J. Geo-Inf. 2025, 14, 305. https://doi.org/10.3390/ijgi14080305

AMA Style

Ge W, Zhang J, Shi X, Tang W, Qian L. Effect of Dynamic Point Symbol Visual Coding on User Search Performance in Map-Based Visualizations. ISPRS International Journal of Geo-Information. 2025; 14(8):305. https://doi.org/10.3390/ijgi14080305

Chicago/Turabian Style

Ge, Weijia, Jing Zhang, Xingjian Shi, Wenzhe Tang, and Longlong Qian. 2025. "Effect of Dynamic Point Symbol Visual Coding on User Search Performance in Map-Based Visualizations" ISPRS International Journal of Geo-Information 14, no. 8: 305. https://doi.org/10.3390/ijgi14080305

APA Style

Ge, W., Zhang, J., Shi, X., Tang, W., & Qian, L. (2025). Effect of Dynamic Point Symbol Visual Coding on User Search Performance in Map-Based Visualizations. ISPRS International Journal of Geo-Information, 14(8), 305. https://doi.org/10.3390/ijgi14080305

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