4 papers
What Makes a Visualization Image Complex?
Mengdi Chu, Zefeng Qiu, Meng Ling +4
We investigate the perceived visual complexity (VC) in data visualizations using objective image-based metrics. We collected VC scores through a large-scale crowdsourcing experimen…
Analysis of the Causes of Car Accidents in the United States of America in 2023: Gauge People Understanding of Data Visualisation
Hamoud Alhazmi, Marcelo Morales, Jiachen Jiang +2
This paper presents a comprehensive examination of interactive data visualization tools and their efficacy in the context of United States car accident data for the year 2023. We d…
An Image-based Typology for Visualization
Jian Chen, Petra Isenberg, Robert S. Laramee +4
We present and discuss the results of a qualitative analysis of visualization images to derive an image-based typology of visualizations. For each image, we seek to identify its ma…
Can AI Mitigate Human Perceptual Biases? A Pilot Study
Ross Geuy, Nate Rising, Tiancheng Shi +2
We present results from a pilot experiment to measure if machine recommendations can debias human perceptual biases in visualization tasks. We specifically studied the ``pull-down'…