A survey on information visualization: recent advances and challenges

S Liu, W Cui, Y Wu, M Liu - The Visual Computer, 2014 - Springer
Abstract Information visualization (InfoVis), the study of transforming data, information, and
knowledge into interactive visual representations, is very important to users because it …

Selecting semantically‐resonant colors for data visualization

S Lin, J Fortuna, C Kulkarni, M Stone… - Computer Graphics …, 2013 - Wiley Online Library
We introduce an algorithm for automatic selection of semantically‐resonant colors to
represent data (eg, using blue for data about “oceans”, or pink for “love”). Given a set of …

Comparing similarity perception in time series visualizations

A Gogolou, T Tsandilas, T Palpanas… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
A common challenge faced by many domain experts working with time series data is how to
identify and compare similar patterns. This operation is fundamental in high-level tasks, such …

Trend judgment as a perceptual building block of graphicacy and mathematics, across age, education, and culture

L Ciccione, M Sablé-Meyer, E Boissin, M Josserand… - Scientific Reports, 2023 - nature.com
Data plots are widely used in science, journalism and politics, since they efficiently allow to
depict a large amount of information. Graphicacy, the ability to understand graphs, has thus …

Mobilevisfixer: Tailoring web visualizations for mobile phones leveraging an explainable reinforcement learning framework

A Wu, W Tong, T Dwyer, B Lee… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
We contribute MobileVisFixer, a new method to make visualizations more mobile-friendly.
Although mobile devices have become the primary means of accessing information on the …

Glanceable visualization: Studies of data comparison performance on smartwatches

T Blascheck, L Besançon, A Bezerianos… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
We present the results of two perception studies to assess how quickly people can perform a
simple data comparison task for small-scale visualizations on a smartwatch. The main goal …

Priming and anchoring effects in visualization

AC Valdez, M Ziefle, M Sedlmair - IEEE transactions on …, 2017 - ieeexplore.ieee.org
We investigate priming and anchoring effects on perceptual tasks in visualization. Priming or
anchoring effects depict the phenomena that a stimulus might influence subsequent human …

Information visualization evaluation using crowdsourcing

R Borgo, L Micallef, B Bach, F McGee… - Computer Graphics …, 2018 - Wiley Online Library
Visualization researchers have been increasingly leveraging crowdsourcing approaches to
overcome a number of limitations of controlled laboratory experiments, including small …

A visual analytics conceptual framework for explorable and steerable partial dependence analysis

M Angelini, G Blasilli, S Lenti… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Machine learning techniques are a driving force for research in various fields, from credit
card fraud detection to stock analysis. Recently, a growing interest in increasing human …

Line graph or scatter plot? automatic selection of methods for visualizing trends in time series

Y Wang, F Han, L Zhu, O Deussen… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Line graphs are usually considered to be the best choice for visualizing time series data,
whereas sometimes also scatter plots are used for showing main trends. So far there are no …