Visual analytics: A comprehensive overview

W Cui - IEEE access, 2019 - ieeexplore.ieee.org
With the ever-increasing amount of data, the world has stepped into the era of “Big Data”.
Presently, the analysis of massive and complex data and the extraction of relevant …

Investigating the effect of the multiple comparisons problem in visual analysis

E Zgraggen, Z Zhao, R Zeleznik, T Kraska - Proceedings of the 2018 chi …, 2018 - dl.acm.org
The goal of a visualization system is to facilitate dataset-driven insight discovery. But what if
the insights are spurious? Features or patterns in visualizations can be perceived as …

How progressive visualizations affect exploratory analysis

E Zgraggen, A Galakatos, A Crotty… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
The stated goal for visual data exploration is to operate at a rate that matches the pace of
human data analysts, but the ever increasing amount of data has led to a fundamental …

A case study using visualization interaction logs and insight metrics to understand how analysts arrive at insights

H Guo, SR Gomez, C Ziemkiewicz… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
We present results from an experiment aimed at using logs of interactions with a visual
analytics application to better understand how interactions lead to insight generation. We …

What exactly is an insight? a literature review

L Battle, A Ottley - 2023 IEEE Visualization and Visual Analytics …, 2023 - ieeexplore.ieee.org
Insights are often considered the ideal outcome of visual analysis sessions. However, there
is no single definition of what an insight is. Some scholars define insights as correlations …

What do we mean when we say “insight”? A formal synthesis of existing theory

L Battle, A Ottley - IEEE Transactions on Visualization and …, 2023 - ieeexplore.ieee.org
Researchers have derived many theoretical models for specifying users' insights as they
interact with a visualization system. These representations are essential for understanding …

Visualizing the Spatio-Temporal Evolution of Gameplay using Storyline Visualization: A Study with League of Legends

G Wallner, L Wang, C Dormann - Proceedings of the ACM on Human …, 2023 - dl.acm.org
Players increasingly adopt a data-driven approach to review and improve their gaming
skills. In the wake of this, spatio-temporal visualizations gained popularity but remain …

A survey of visual analytic pipelines

XM Wang, TY Zhang, YX Ma, J **a, W Chen - Journal of Computer …, 2016 - Springer
Visual analytics has been widely studied in the past decade. One key to make visual
analytics practical for both research and industrial applications is the appropriate definition …

Characterizing the quality of insight by interactions: A case study

C He, L Micallef, L He, G Peddinti… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Understanding the quality of insight has become increasingly important with the trend of
allowing users to post comments during visual exploration, yet approaches for qualifying …

A survey on interaction log analysis for evaluating exploratory visualizations

O ElTayeby, W Dou - Proceedings of the sixth workshop on beyond time …, 2016 - dl.acm.org
The trend of exploratory visualization development has driven the visual analytics (VA)
community to design special evaluation methods. The main goals of these evaluations are to …