Investigating and Mitigating Biases in Crowdsourced Data.
Danula HettiachchiMark SandersonJorge GonçalvesSimo HosioGabriella KazaiMatthew LeaseMike SchaekermannEmine YilmazPublished in: CSCW Companion (2021)
Keyphrases
- data sets
- data analysis
- data collection
- original data
- knowledge discovery
- database
- high quality
- data structure
- data quality
- image data
- data mining techniques
- raw data
- training data
- complex data
- data processing
- statistical methods
- multimedia data
- low quality
- historical data
- temporal information
- data distribution
- experimental data
- test collection
- input data
- small number
- end users
- high dimensional
- genetic algorithm
- machine learning