A survey of perception-based visualization studies by task
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 …
their quality and effectiveness. The last decade, in particular, has shown an increase in …
Data-centric artificial intelligence: A survey
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 …
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
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 …
understand how well viewers can read data from moving visualizations. We define …
Who do we mean when we talk about visualization novices?
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 …
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
Designers often create visualizations to achieve specific high-level analytical or
communication goals. These goals require people to naturally extract complex …
communication goals. These goals require people to naturally extract complex …
Showing flow: Comparing usability of Chord and Sankey diagrams
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 …
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
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 …
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 …
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
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 …
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
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 …
where estimates of average value are biased toward areas of higher variability in that line …