Exploring the Impacts of Aspect Ratios on Visual Perception in Scatterplots
Files
TR Number
Date
2023-06-23
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
Virginia Tech
Abstract
This thesis investigates the effect of aspect ratio on visual perception in scatterplots. Four tasks explored how the aspect ratio affects participants' perception of distance, amount, and correlation in scatterplots. The results showed that square aspect ratio scatterplots are more suitable for detecting length and number, while rectangular aspect ratio scatterplots are better for detecting correlation. In addition, the JND (Just Noticeable Difference) was used in evaluating the visual perception of scatterplots in this experiment. The findings of this study have important implications for the design of scatterplots in data visualization, as well as for future research on visual perception in data visualization.
Description
Keywords
Visualization, Scatterplot, Human-computer Interaction, Aspect Ratio, Visual Perception