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What is Progressive Visualization

Chapter 76

Encyclopedia of Data Science and Machine Learning

Creating visualizations of big data sets in small pieces. The effect is to create visualizations that display partial results while not sacrificing computing speed.

Published in Chapter:

Cognitive Biases and Data Visualization

Billie Anderson (University of Missouri-Kansas City, USA) and J. Michael Hardin (Samford University, USA)

Source Title: Encyclopedia of Data Science and Machine Learning

DOI: 10.4018/978-1-7998-9220-5.ch076

Abstract

This article will provide background on cognitive biases related to data visualizations, with a particular interest towards visual analytics in big data environments. Cognitive biases that appear in visualizations will be discussed. A review of recent studies related to designing experiments to mitigate cognitive biases in data visualizations will be presented. Recommendations, using applied frameworks for detecting and mitigating biases in single visualizations and visual analytic systems, will be provided to practitioners.

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