helpResearch questionVisual Analytics Explanation, Methods, and Workflows
Can optimizing point size and opacity in scatterplots affect users' belief change about positively correlated data?Direction: Visualization, Analytics, and Data Understanding
Visual Analytics Explanation, Methods, and Workflows
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2025
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56 items
helpResearch questionVisual Analytics Explanation, Methods, and Workflows
What cognitive differences does chart optimization design produce for users with different graph literacy?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
Is scatterplot optimization design affected by users' belief-defense confidence?lightbulbPractical problemVisual Analytics Explanation, Methods, and Workflows
Users tend to underestimate correlation in positively correlated scatterplot data.helpResearch questionVisual Analytics Explanation, Methods, and Workflows
What types of internal information (within the visualization) and external information (personal background knowledge, etc.) do users employ when interpreting data visualizations?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
How do users integrate internal and external information to understand data visualizations?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
How does personal background (e.g., experience and identity) affect interpretation of the same data visualization?lightbulbPractical problemVisual Analytics Explanation, Methods, and Workflows
Users interpret the same data visualizations very differently, leading to erroneous or inconsistent decisions.helpResearch questionVisual Analytics Explanation, Methods, and Workflows
What translation, encoding, and decoding barriers do people face in data visualization?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
Which visualization chart types (e.g., stacked charts, area charts) are most prone to misunderstanding, and why?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
How can participant drawing and error classification deepen understanding of cognitive processes in visualization literacy?lightbulbPractical problemVisual Analytics Explanation, Methods, and Workflows
Users easily misread complex data visualizations, affecting decision accuracy.helpResearch questionVisual Analytics Explanation, Methods, and Workflows
Can roughness serve as an effective data encoding channel?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
How do human perception differences of different roughness levels affect data interpretation in multisensory interaction?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
How can roughness encoding enable multidimensional physicalization graphics design and user understanding?lightbulbPractical problemVisual Analytics Explanation, Methods, and Workflows
Data visualization relies heavily on vision and neglects other sensory channels.helpResearch questionVisual Analytics Explanation, Methods, and Workflows
On social media, which logical errors cause charts drawn according to design guidelines to be misleading?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
How can logical error types and their characteristics be classified and quantified in misleading charts?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
How can data visualization design be improved to reduce the possibility of misleading interpretations?lightbulbPractical problemVisual Analytics Explanation, Methods, and Workflows
Charts on social media easily mislead the public due to logical errors.helpResearch questionVisual Analytics Explanation, Methods, and Workflows
In uncertain decision-making, how can subjective probabilities be systematically corrected to approach actual probabilities?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
How effective is Linear Probit Model-based subjective probability correction in improving decision quality?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
Compared with subjective probability correction methods, which reduces decision bias more: existing visualization methods?lightbulbPractical problemVisual Analytics Explanation, Methods, and Workflows
Voters overestimate or underestimate election outcome probabilities, leading to behavioral decision errors.helpResearch questionVisual Analytics Explanation, Methods, and Workflows
How can underlying data be extracted efficiently and accurately from complex vector charts?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
How does structured information in vector charts improve the performance of data reverse-engineering tools?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
Can interactive data extraction tools improve users' efficiency and accuracy in handling complex charts?lightbulbPractical problemVisual Analytics Explanation, Methods, and Workflows
Complex chart data in scientific literature is often unpublished, affecting reproducibility.helpResearch questionVisual Analytics Explanation, Methods, and Workflows
How can collective intelligence be combined with data analysis to improve causal reasoning?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
How do collective causal beliefs (crowd perspectives) influence users' causal inferences through visualization?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
Which is more effective for causal reasoning: global overview design or focused expansion design?lightbulbPractical problemVisual Analytics Explanation, Methods, and Workflows
Existing causal reasoning tools rely too heavily on data analysis and overlook the potential of collective intelligence.helpResearch questionVisual Analytics Explanation, Methods, and Workflows
How does dynamic sound zone technology affect listening habits and interactions among family members in home environments?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
Can visualization technology help users manage sound zone distribution in homes more efficiently?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
Can dynamically adjustable sound zone settings meet both personal and shared auditory needs?lightbulbPractical problemVisual Analytics Explanation, Methods, and Workflows
Overlapping sounds from home audio devices interfere with communication and comfort.helpResearch questionVisual Analytics Explanation, Methods, and Workflows
How does appropriately adjusting time pressure affect users' cognitive performance?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
How can a dual deep reinforcement learning (DRL) framework simulate user behavior and optimize time pressure feedback schemes?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
Can designed time pressure visualization feedback effectively improve user task response time?lightbulbPractical problemVisual Analytics Explanation, Methods, and Workflows
In complex tasks, users often perform worse under time pressure due to anxiety.helpResearch questionVisual Analytics Explanation, Methods, and Workflows
Can investment behavior be improved with idle games (games requiring no continuous player interaction) and visual metaphors (forests and trees)?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
Can UI designs that limit frequent user actions promote long-term investment behavior and portfolio diversification?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
Can dynamic stock market visualizations (e.g., tree growth and withering) reduce amateur investors' overreaction to short-term market fluctuations?lightbulbPractical problemVisual Analytics Explanation, Methods, and Workflows
Amateur investors tend to trade frequently and make emotional decisions when using investment apps, leading to financial losses.helpResearch questionVisual Analytics Explanation, Methods, and Workflows
How can visualization analysis enhance the efficiency and accuracy of online exam proctoring?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
Which mouse behaviors and head movements effectively indicate potential cheating behavior?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
Can a three-tier visualization interface design help quickly identify and verify cheating behavior?lightbulbPractical problemVisual Analytics Explanation, Methods, and Workflows
Manual or existing automated methods for online exam proctoring are inefficient with insufficient cheating detection accuracy.helpResearch questionVisual Analytics Explanation, Methods, and Workflows
How do anti-mask groups on social media use orthodox data visualization methods to support unorthodox scientific claims?helpResearch questionVisual Analytics Explanation, Methods, and Workflows
What are the characteristics of anti-mask groups' data visualization practices, and how do they serve their political movements?Related papers
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