A survey of perception-based visualization studies by task

GJ Quadri, P Rosen - IEEE transactions on visualization and …, 2021 - ieeexplore.ieee.org
Knowledge of human perception has long been incorporated into visualizations to enhance
their quality and effectiveness. The last decade, in particular, has shown an increase in …

Data-centric artificial intelligence: A survey

D Zha, ZP Bhat, KH Lai, F Yang, Z Jiang… - arXiv preprint arXiv …, 2023 - arxiv.org
Artificial Intelligence (AI) is making a profound impact in almost every domain. A vital enabler
of its great success is the availability of abundant and high-quality data for building machine …

Visualization in motion: A research agenda and two evaluations

L Yao, A Bezerianos, R Vuillemot… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
We contribute a research agenda for visualization in motion and two experiments to
understand how well viewers can read data from moving visualizations. We define …

Who do we mean when we talk about visualization novices?

A Burns, C Lee, R Chawla, E Peck… - Proceedings of the 2023 …, 2023 - dl.acm.org
As more people rely on visualization to inform their personal and collective decisions,
researchers have focused on a broader range of audiences, including “novices.” But …

Do you see what i see? a qualitative study eliciting high-level visualization comprehension

GJ Quadri, AZ Wang, Z Wang, J Adorno… - Proceedings of the CHI …, 2024 - dl.acm.org
Designers often create visualizations to achieve specific high-level analytical or
communication goals. These goals require people to naturally extract complex …

Showing flow: Comparing usability of Chord and Sankey diagrams

C Gutwin, A Mairena, V Bandi - Proceedings of the 2023 CHI Conference …, 2023 - dl.acm.org
Chord and Sankey diagrams are two common techniques for visualizing flows. Chord
diagrams use a radial layout with a single circular axis, and Sankey diagrams use a left-to …

Evaluating the effect of timeline shape on visualization task performance

S Di Bartolomeo, A Pandey, A Leventidis… - Proceedings of the …, 2020 - dl.acm.org
Timelines are commonly represented on a horizontal line, which is not necessarily the most
effective way to visualize temporal event sequences. However, few experiments have …

LMFingerprints: Visual Explanations of Language Model Embedding Spaces through Layerwise Contextualization Scores

R Sevastjanova, A Kalouli, C Beck… - Computer Graphics …, 2022 - Wiley Online Library
Abstract Language models, such as BERT, construct multiple, contextualized embeddings
for each word occurrence in a corpus. Understanding how the contextualization propagates …

Warehouse vis: A visual analytics approach to facilitating warehouse location selection for business districts

Q Li, QQ Liu, CF Tang, ZW Li, SC Wei… - Computer graphics …, 2020 - Wiley Online Library
Selecting a proper warehouse location serving to satisfy the demands of the goods from a
certain business area is important to a successful retail business. However, the large …

Average estimates in line graphs are biased toward areas of higher variability

D Moritz, LM Padilla, F Nguyen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
We investigate variability overweighting, a previously undocumented bias in line graphs,
where estimates of average value are biased toward areas of higher variability in that line …