Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students
Students' increasing use of Artificial Intelligence (AI) presents new challenges for assessing
their mastery of knowledge and skills in project-based learning (PBL). This paper introduces …
their mastery of knowledge and skills in project-based learning (PBL). This paper introduces …
The design space of visualization tools for data science education: literature review and framework for future designs
Data science education is a rapidly growing field, motivating the development of several
tools aimed at engaging students in data-related activities across all educational levels …
tools aimed at engaging students in data-related activities across all educational levels …
How Good is ChatGPT in Giving Advice on Your Visualization Design?
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 …
visualization design best practices. Large-language models like ChatGPT, with their vast …
StuGPTViz: A Visual Analytics Approach to Understand Student-ChatGPT Interactions
Z Chen, J Wang, M Xia, K Shigyo, D Liu… - … on Visualization and …, 2024 - ieeexplore.ieee.org
The integration of Large Language Models (LLMs), especially ChatGPT, into education is
poised to revolutionize students' learning experiences by introducing innovative …
poised to revolutionize students' learning experiences by introducing innovative …
Toward a More Comprehensive Understanding of Visualization Literacy
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 …
aspects of the term. But we have yet to fully capture what it really means to be literate in …
Reading Between the Pixels: Investigating the Barriers to Visualization Literacy
In our current visual-centric digital age, the capability to interpret, understand, and produce
visual representations of data—termed visualization literacy—is paramount. However, not …
visual representations of data—termed visualization literacy—is paramount. However, not …
Design Patterns for Data-Driven News Articles
Technological advancements have resulted in great shifts in the production and
consumption of news articles. This, in turn, lead to the requirement of new educational and …
consumption of news articles. This, in turn, lead to the requirement of new educational and …
Does This Have a Particular Meaning? Interactive Pattern Explanation for Network Visualizations
This paper presents an interactive technique to explain visual patterns in network
visualizations to analysts who do not understand these visualizations and who are learning …
visualizations to analysts who do not understand these visualizations and who are learning …
Enhancing Data Literacy On-demand: LLMs as Guides for Novices in Chart Interpretation
With the growing complexity and volume of data, visualizations have become more intricate,
often requiring advanced techniques to convey insights. These complex charts are prevalent …
often requiring advanced techniques to convey insights. These complex charts are prevalent …
What University Students Learn In Visualization Classes
M Hedayati, M Kay - IEEE Transactions on Visualization and …, 2024 - ieeexplore.ieee.org
As a step towards improving visualization literacy, this work investigates how students
approach reading visualizations differently after taking a university-level visualization …
approach reading visualizations differently after taking a university-level visualization …