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 …
Presently, the analysis of massive and complex data and the extraction of relevant …
Investigating the effect of the multiple comparisons problem in visual analysis
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 …
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 …
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
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 …
analytics application to better understand how interactions lead to insight generation. We …
What exactly is an insight? a literature review
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 …
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
Researchers have derived many theoretical models for specifying users' insights as they
interact with a visualization system. These representations are essential for understanding …
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
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 …
skills. In the wake of this, spatio-temporal visualizations gained popularity but remain …
A survey of visual analytic pipelines
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 …
analytics practical for both research and industrial applications is the appropriate definition …
Characterizing the quality of insight by interactions: A case study
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 …
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 …
community to design special evaluation methods. The main goals of these evaluations are to …