When do data visualizations persuade? The impact of prior attitudes on learning about correlations from scatterplot visualizations.
Douglas MarkantMilad RoghaAlireza KarduniRyan WesslenWenwen DouPublished in: CHI (2023)
Keyphrases
- prior knowledge
- data sets
- data visualization
- database
- original data
- data analysis
- synthetic data
- data collection
- raw data
- human experts
- learning systems
- high quality
- image data
- correlation analysis
- data sources
- learning algorithm
- learning process
- learning models
- noisy data
- prior information
- high dimensional
- data structure
- multidimensional data sets
- data points
- learning tasks
- experimental data
- background knowledge
- active learning
- supervised learning
- data warehouse