Calvi: Critical thinking assessment for literacy in visualizations

LW Ge, Y Cui, M Kay - Proceedings of the 2023 CHI conference on …, 2023 - dl.acm.org
Visualization misinformation is a prevalent problem, and combating it requires
understanding people's ability to read, interpret, and reason about erroneous or potentially …

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 …

Misleading beyond visual tricks: How people actually lie with charts

M Lisnic, C Polychronis, A Lex, M Kogan - Proceedings of the 2023 CHI …, 2023 - dl.acm.org
Data visualizations can empower an audience to make informed decisions. At the same
time, deceptive representations of data can lead to inaccurate interpretations while still …

Reading and reasoning over chart images for evidence-based automated fact-checking

M Akhtar, O Cocarascu, E Simperl - arXiv preprint arXiv:2301.11843, 2023 - arxiv.org
Evidence data for automated fact-checking (AFC) can be in multiple modalities such as text,
tables, images, audio, or video. While there is increasing interest in using images for AFC …

Chartcheck: An evidence-based fact-checking dataset over real-world chart images

M Akhtar, N Subedi, V Gupta, S Tahmasebi… - arXiv preprint arXiv …, 2023 - arxiv.org
Data visualizations are common in the real-world. We often use them in data sources such
as scientific documents, news articles, textbooks, and social media to summarize key …

V-FRAMER: Visualization Framework for Mitigating Reasoning Errors in Public Policy

LW Ge, M Easterday, M Kay, E Dimara… - Proceedings of the CHI …, 2024 - dl.acm.org
Existing data visualization design guidelines focus primarily on constructing grammatically-
correct visualizations that faithfully convey the values and relationships in the underlying …

Why change my design: explaining poorly constructed visualization designs with explorable explanations

LYH Lo, Y Cao, L Yang, H Qu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Although visualization tools are widely available and accessible, not everyone knows the
best practices and guidelines for creating accurate and honest visual representations of …

" Yeah, this graph doesn't show that": Analysis of Online Engagement with Misleading Data Visualizations

M Lisnic, A Lex, M Kogan - Proceedings of the CHI Conference on …, 2024 - dl.acm.org
Attempting to make sense of a phenomenon or crisis, social media users often share data
visualizations and interpretations that can be erroneous or misleading. Prior work has …

Struggles and Strategies in Understanding Information Visualizations

M Rezaie, M Tory, S Carpendale - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
While the visualization community is increasingly aware that people often find visualizations
difficult to understand, there is less information about what we need to do to create …

Belief Decay or Persistence? A Mixed‐method Study on Belief Movement Over Time

S Gupta, A Karduni, E Wall - Computer Graphics Forum, 2023 - Wiley Online Library
When individuals encounter new information (data), that information is incorporated with
their existing beliefs (prior) to form a new belief (posterior) in a process referred to as belief …