From information to choice: A critical inquiry into visualization tools for decision making

E Oral, R Chawla, M Wijkstra… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In the face of complex decisions, people often engage in a three-stage process that spans
from (1) exploring and analyzing pertinent information (intelligence);(2) generating and …

[HTML][HTML] Visualization and visual analysis of multimedia data in manufacturing: A survey

Y Wang, Z Zhu, L Wang, G Sun, R Liang - Visual Informatics, 2022 - Elsevier
With the development of production technology and social needs, sectors of manufacturing
are constantly improving. The use of sensors and computers has made it increasingly …

Data Formulator: AI-powered Concept-driven Visualization Authoring

C Wang, J Thompson, B Lee - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With most modern visualization tools, authors need to transform their data into tidy formats to
create visualizations they want. Because this requires experience with programming or …

Finding their data voice: Practices and challenges of dashboard users

M Tory, L Bartram, B Fiore-Gartland… - … Computer Graphics and …, 2021 - ieeexplore.ieee.org
Dashboards are the ubiquitous means of data communication within organizations. Yet we
have limited understanding of how they factor into data practices in the workplace …

A Study of Editor Features in a Creative Coding Classroom

AM Mcnutt, A Outkine, R Chugh - … of the 2023 CHI Conference on Human …, 2023 - dl.acm.org
Creative coding is a rapidly expanding domain for both artistic expression and
computational education. Numerous libraries and IDEs support creative coding, however …

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 …

Visualizing the Scripts of Data Wrangling With Somnus

K Xiong, S Fu, G Ding, Z Luo, R Yu… - … on Visualization and …, 2022 - ieeexplore.ieee.org
Data workers use various scripting languages for data transformation, such as SAS, R, and
Python. However, understanding intricate code pieces requires advanced programming …

Understanding barriers to network exploration with visualization: A report from the trenches

M AlKadi, V Serrano, J Scott-Brown… - … on Visualization and …, 2022 - ieeexplore.ieee.org
This article reports on an in-depth study that investigates barriers to network exploration with
visualizations. Network visualization tools are becoming increasingly popular, but little is …

Rigel: Transforming tabular data by declarative mapping

R Chen, D Weng, Y Huang, X Shu… - … on Visualization and …, 2022 - ieeexplore.ieee.org
We present Rigel, an interactive system for rapid transformation of tabular data. Rigel
implements a new declarative mapping approach that formulates the data transformation …

Designing data: Proactive data collection and iteration for machine learning

A Hopkins, F Hohman, L Zappella, XS Cuadros… - arXiv preprint arXiv …, 2023 - arxiv.org
Lack of diversity in data collection has caused significant failures in machine learning (ML)
applications. While ML developers perform post-collection interventions, these are time …