When do data visualizations persuade? The impact of prior attitudes on learning about correlations from scatterplot visualizations.
Doug MarkantMilad RoghaAlireza KarduniRyan WesslenWenwen DouPublished in: CoRR (2023)
Keyphrases
- prior knowledge
- data visualization
- data sets
- data analysis
- image data
- training data
- learning algorithm
- learning models
- synthetic data
- data points
- data quality
- visualization tools
- background knowledge
- highly correlated
- learning systems
- statistical analysis
- data collection
- databases
- active learning
- learning process
- neural network
- high quality
- data processing
- raw data
- database
- visualization tool
- multi task learning
- big data
- reinforcement learning
- original data
- human experts
- learning outcomes
- probability distribution
- knowledge discovery
- input data
- knowledge acquisition