Exploring the Impacts of Aspect Ratios on Visual Perception in Scatterplots

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.

Name thesis:degree_name

Master of Science

Level thesis:degree_level

masters

Discipline thesis:degree_discipline

Computer Science and Applications

Department dc:contributor.department

Computer Science and Applications

Grantor dc:publisher

Virginia Tech

Year dc:date.issued

2023

Author dc:creator

• Shen, Zhen

Chair dc:contributor.committeechair

• Yang, Yalong

Committee members dc:contributor.committeemember

• McCrickard, Donald Scott
• North, Christopher L.

• Visualization
• Scatterplot
• Human-computer Interaction
• Aspect Ratio
• Visual Perception

Statement dc:rights

• In Copyright

Licence dc:rights.uri

• http://rightsstatements.org/vocab/InC/1.0/

Language dc:language.iso

en

Dc Identifier Other

vt_gsexam:37906

OAI identifier oai:identifier

oai:vtechworks.lib.vt.edu:10919/115897