Challenges and opportunities in data visualization education: A call to action

B Bach, M Keck, F Rajabiyazdi, T Losev… - … on visualization and …, 2023 - ieeexplore.ieee.org
This paper is a call to action for research and discussion on data visualization education. As
visualization evolves and spreads through our professional and personal lives, we need to …

Dashbot: Insight-driven dashboard generation based on deep reinforcement learning

D Deng, A Wu, H Qu, Y Wu - IEEE Transactions on Visualization …, 2022 - ieeexplore.ieee.org
Analytical dashboards are popular in business intelligence to facilitate insight discovery with
multiple charts. However, creating an effective dashboard is highly demanding, which …

A Systematic Review of Visualization Recommendation Systems: Goals, Strategies, Interfaces, and Evaluations

Z Zeng, L Battle - Foundations and Trends® in Databases, 2024 - nowpublishers.com
Visualization recommendation systems help data analysts navigate large, complex datasets
by generating visualizations of meaningful patterns, outliers, and insights that could …

[HTML][HTML] RAMPVIS: Answering the challenges of building visualisation capabilities for large-scale emergency responses

M Chen, A Abdul-Rahman, D Archambault, J Dykes… - Epidemics, 2022 - Elsevier
The effort for combating the COVID-19 pandemic around the world has resulted in a huge
amount of data, eg, from testing, contact tracing, modelling, treatment, vaccine trials, and …

DMiner: Dashboard design mining and recommendation

Y Lin, H Li, A Wu, Y Wang, H Qu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Dashboards, which comprise multiple views on a single display, help analyze and
communicate multiple perspectives of data simultaneously. However, creating effective and …

[HTML][HTML] Towards the development of complex thinking in university students: Mixed methods with ideathon and artificial intelligence

IM Castillo-Martínez, AJ Argüelles-Cruz… - … and Education: Artificial …, 2023 - Elsevier
This article examines the capacity of an artificial intelligence (AI) platform to assess
university students' mastery of complex thinking. Central questions addressed include the …

A survey of designs for combined 2D+ 3D visual representations

J Hong, R Hnatyshyn, EAD Santos… - … on Visualization and …, 2024 - ieeexplore.ieee.org
We examine visual representations of data that make use of combinations of both 2D and
3D data mappings. Combining 2D and 3D representations is a common technique that …

Transitioning to a commercial dashboarding system: Socio-technical observations and opportunities

C Walchshofer, V Dhanoa, M Streit… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Many long-established, traditional manufacturing businesses are becoming more digital and
data-driven to improve their production. These companies are embracing visual analytics in …

More than data stories: Broadening the role of visualization in contemporary journalism

Y Fu, J Stasko - IEEE Transactions on Visualization and …, 2023 - ieeexplore.ieee.org
Data visualization and journalism are deeply connected. From early infographics to recent
data-driven storytelling, visualization has become an integrated part of contemporary …

MS Pattern Explorer: interactive visual exploration of temporal activity patterns for multiple sclerosis

G Morgenshtern, Y Rutishauser, C Haag… - Journal of the …, 2024 - academic.oup.com
Objectives This article describes the design and evaluation of MS Pattern Explorer, a novel
visual tool that uses interactive machine learning to analyze fitness wearables' data. Applied …