helpResearch questionMisleading Visualization and Dark Patterns
What specific factors influence users when assessing credibility of data visualizations?Direction: Visualization, Analytics, and Data Understanding
Misleading Visualization and Dark Patterns
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2025
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24 items
helpResearch questionMisleading Visualization and Dark Patterns
What differences exist in trust evaluations across user groups?helpResearch questionMisleading Visualization and Dark Patterns
Can visualization design principles be distilled that apply universally yet allow customization?lightbulbPractical problemMisleading Visualization and Dark Patterns
Users distrust data visualizations in high-stakes scenarios, leading to communication failure and decision errors.helpResearch questionMisleading Visualization and Dark Patterns
How can dark patterns (manipulative design) in user journeys through digital systems be analyzed across multiple temporal levels?helpResearch questionMisleading Visualization and Dark Patterns
How do dark patterns interact across stages of the user journey and produce compounding effects?helpResearch questionMisleading Visualization and Dark Patterns
What tools can be designed to visualize long-term impacts of dark patterns?lightbulbPractical problemMisleading Visualization and Dark Patterns
Users are misled or blocked by dark patterns when canceling services or subscriptions.helpResearch questionMisleading Visualization and Dark Patterns
How do misleading data visualizations affect user interaction on social media?helpResearch questionMisleading Visualization and Dark Patterns
How do users identify and expose statistical fallacies in data visualizations through comments?helpResearch questionMisleading Visualization and Dark Patterns
Can collective discussion effectively mitigate the negative impact of misleading data?lightbulbPractical problemMisleading Visualization and Dark Patterns
Users are easily deceived by misleading data visualizations on social media.helpResearch questionMisleading Visualization and Dark Patterns
Can visual belief prompting significantly reduce false discovery rates in exploratory data analysis with interactive visualization tools?helpResearch questionMisleading Visualization and Dark Patterns
How does a belief prompting mechanism that asks users to draw expected patterns affect reasoning accuracy?helpResearch questionMisleading Visualization and Dark Patterns
Is visual belief prompting consistently effective across different sample conditions (e.g., data consistency, noise ratio)?lightbulbPractical problemMisleading Visualization and Dark Patterns
Data analysts struggle to distinguish real patterns from spurious patterns through visualization tools.helpResearch questionMisleading Visualization and Dark Patterns
What are the main challenges the public faces in identifying and interpreting misleading visualizations?helpResearch questionMisleading Visualization and Dark Patterns
How can test methods for assessing misleading visualization literacy be systematically designed and validated?helpResearch questionMisleading Visualization and Dark Patterns
Which type of misleading visualization most easily causes people to misinterpret the true meaning of data?lightbulbPractical problemMisleading Visualization and Dark Patterns
The public is easily confused by misleading data visualizations in media.helpResearch questionMisleading Visualization and Dark Patterns
In NFT markets, how can visualization tools be designed to effectively detect and analyze wash trading?helpResearch questionMisleading Visualization and Dark Patterns
Which feature parameters of existing NFT transactions can help identify complex wash trading patterns?helpResearch questionMisleading Visualization and Dark Patterns
How can transaction visualization layouts be optimized to reduce visual clutter and improve analysis efficiency?lightbulbPractical problemMisleading Visualization and Dark Patterns
Investors struggle to identify wash trading in NFT markets and are easily misled.Related papers
CHI 2025
Trustworthy by Design: The Viewer's Perspective on Trust in Data Visualization
Oen G McKinley, Saugat Pandey, Alvitta Ottley
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Getting Trapped in Amazon's "Iliad Flow": A Foundation for the Temporal Analysis of Dark Patterns
Colin M. Gray, Thomas Mildner, Ritika Gairola
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"Yeah, this graph doesn't show that": Analysis of Online Engagement with Misleading Data Visualizations
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Visual Belief Elicitation Reduces the Incidence of False Discovery
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CALVI: Critical Thinking Assessment for Literacy in Visualizations
Lily W. Ge, Yuan Cui, Matthew Kay
CHI 2023
NFTDisk: Visual Detection of Wash Trading in NFT Markets
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