Data and Model Biases in Social Media Analyses: A Case Study of COVID-19 Tweets.
Yunpeng ZhaoPengfei YinYongqiu LiXing HeJingcheng DuCui TaoYi GuoMattia C. F. ProsperiPierangelo VeltriXi YangYonghui WuJiang BianPublished in: AMIA (2021)
Keyphrases
- social media
- experimental data
- big data
- test data
- probability distribution
- computational model
- data collection
- raw data
- measured data
- input data
- data sets
- image data
- data structure
- statistical analysis
- predictive model
- social media data
- simulation data
- database
- data processing
- prior knowledge
- high quality
- training data
- synthetic data
- text mining
- probabilistic model
- data analysis