How Good is ChatGPT in Giving Advice on Your Visualization Design?

NW Kim, G Myers, B Bach - arXiv preprint arXiv:2310.09617, 2023 - arxiv.org
Data visualization practitioners often lack formal training, resulting in a knowledge gap in
visualization design best practices. Large-language models like ChatGPT, with their vast …

Vislab: Enabling visualization designers to gather empirically informed design feedback

J Choi, C Oh, YS Kim, NW Kim - … of the 2023 CHI Conference on Human …, 2023 - dl.acm.org
When creating a visualization, designers face various conflicting design choices. They
typically rely on their hunches to deal with intricate trade-offs or resort to feedback from their …

Toward a More Comprehensive Understanding of Visualization Literacy

LW Ge, M Hedayati, Y Cui, Y Ding, K Bonilla… - Extended Abstracts of …, 2024 - dl.acm.org
Researchers have proposed many definitions of visualization literacy, targeting various
aspects of the term. But we have yet to fully capture what it really means to be literate in …

Characterizing grounded theory approaches in visualization

A Diehl, A Abdul-Rahman, B Bach, M El-Assady… - arXiv preprint arXiv …, 2022 - arxiv.org
Grounded theory (GT) is a research methodology that entails a systematic workflow for
theory generation grounded on emergent data. In this paper, we juxtapose GT workflows …

An Analysis of the Interplay and Mutual Benefits of Grounded Theory and Visualization

A Diehl, A Abdul-Rahman, B Bach… - … on Visualization and …, 2024 - ieeexplore.ieee.org
Grounded theory (GT) is a research methodology that entails a systematic workflow for
theory generation grounded on emergent data. In this paper, we juxtapose GT workflows …

Reflections and considerations on running creative visualization learning activities

JC Roberts, B Bach, M Boucher… - 2022 IEEE 4th …, 2022 - ieeexplore.ieee.org
This paper draws together nine strategies for creative visualization activities. Teaching
visualization often involves running learning activities where students perform tasks that …

Process and Pitfalls of Online Teaching and Learning with Design Study “Lite” Methodology: A Retrospective Analysis

UH Syeda, C Dunne, MA Borkin - Computer Graphics Forum, 2023 - Wiley Online Library
Abstract Design studies are an integral method of visualization research with hundreds of
instances in the literature. Although taught as a theory, the practical implementation of …

[PDF][PDF] Visualization literacy for general audiences-can we make a difference

A Joshi, K Börner, RS Laramee, L Harrison, EE Firat… - IEEE Vis, 2021 - cs.nott.ac.uk
In this panel, we will discuss strategies and challenges associated with increasing the
visualization literacy of general audiences (and adjacent data-related fields). We will hear …

Challenges and Opportunities of Teaching Data Visualization Together with Data Science

SH Ramesh, F Rajabiyazdi - 2024 IEEE VIS Workshop on …, 2024 - ieeexplore.ieee.org
With the increasing amount of data globally, analyzing and visualizing data are becoming
essential skills across various professions. It is important to equip university students with …

[PDF][PDF] More Than Chatting: Conversational LLMs for Enhancing Data Visualization Competencies

M Ahmad, KL Ma - 2024 - diglib.eg.org
This study investigates the integration of Large Language Models (LLMs) like ChatGPT and
Claude into data visualization courses to enhance literacy among computer science …