Fighting Fire with Fire: Using Antidote Data to Improve Polarization and Fairness of Recommender Systems.
Bashir RastegarpanahKrishna P. GummadiMark CrovellaPublished in: WSDM (2019)
Keyphrases
- recommender systems
- data sets
- complex data
- raw data
- small number
- database
- data objects
- high quality
- data processing
- training data
- data analysis
- data sources
- original data
- experimental data
- data collection
- input data
- data structure
- neural network
- data distribution
- statistical analysis
- data streams
- data mining techniques
- collaborative filtering
- website
- image data
- data points
- probability distribution
- end users
- decision trees