Mitigating Filter Bubbles within Deep Recommender Systems.
Vivek AnandMatthew YangZhanzhan ZhaoPublished in: CoRR (2022)
Keyphrases
- recommender systems
- collaborative filtering
- user profiling
- information overload
- user preferences
- matrix factorization
- order statistics
- user interface
- trust aware
- cold start problem
- cold start
- nonlinear filters
- noise removal
- user profiles
- information filtering
- filtering algorithm
- user modeling
- preprocessing step
- user interests
- risk management
- user model
- image quality
- user context
- collaborative filtering algorithms
- neural network