The state of pilot study reporting in crowdsourcing: A reflection on best practices and guidelines

J Oppenlaender, T Abbas, U Gadiraju - … of the ACM on Human-Computer …, 2024 - dl.acm.org
Pilot studies are an essential cornerstone of the design of crowdsourcing campaigns, yet
they are often only mentioned in passing in the scholarly literature. A lack of details …

Diverse interaction recommendation for public users exploring multi-view visualization using deep learning

Y Li, Y Qi, Y Shi, Q Chen, N Cao… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Interaction is an important channel to offer users insights in interactive visualization systems.
However, which interaction to operate and which part of data to explore are hard questions …

Charting EDA: Characterizing Interactive Visualization Use in Computational Notebooks with a Mixed-Methods Formalism

D Wootton, AR Fox, E Peck… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Interactive visualizations are powerful tools for Exploratory Data Analysis (EDA), but how do
they affect the observations analysts make about their data? We conducted a qualitative …

Predicting intent behind selections in scatterplot visualizations

K Gadhave, J Görtler, Z Cutler, C Nobre… - Information …, 2021 - journals.sagepub.com
Predicting and capturing an analyst's intent behind a selection in a data visualization is
valuable in two scenarios: First, a successful prediction of a pattern an analyst intended to …

IntiVisor: A visual analytics system for interaction log analysis

Y Han, GD Abowd, J Stasko - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Application developers frequently augment their code to produce event logs of specific
operations performed by their users. Subsequent analysis of these event logs can help …

reVISit: Supporting Scalable Evaluation of Interactive Visualizations

Y Ding, J Wilburn, H Shrestha, A Ndlovu… - … and Visual Analytics …, 2023 - ieeexplore.ieee.org
reVISit is an open-source software toolkit and framework for creating, deploying, and
monitoring empirical visualization studies. Running a quality empirical study in visualization …

VisCoMET: Visually analyzing team collaboration in medical emergency trainings

C Liebers, S Agarwal, M Krug, K Pitsch… - Computer Graphics …, 2023 - Wiley Online Library
Handling emergencies requires efficient and effective collaboration of medical
professionals. To analyze their performance, in an application study, we have developed …

ConAn: Measuring and Evaluating User Confidence in Visual Data Analysis Under Uncertainty

M Musleh, D Ceneda, H Ehlers… - Computer Graphics …, 2024 - Wiley Online Library
User confidence plays an important role in guided visual data analysis scenarios, especially
when uncertainty is involved in the analytical process. However, measuring confidence in …

ProvenanceWidgets: A Library of UI Control Elements to Track and Dynamically Overlay Analytic Provenance

A Narechania, K Odak, M El-Assady… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
We present ProvenanceWidgets, a Javascript library of UI control elements such as radio
buttons, checkboxes, and dropdowns to track and dynamically overlay a user's analytic …

The role of expertise on insight generation from visualization sequences

S Rosenthal, TR Chung - 2022 IEEE Symposium on Visual …, 2022 - ieeexplore.ieee.org
Data analysts often tediously create visualization sequences to derive insights about what
they see. While recent AI-driven approaches generate sequences to optimize visualization …