Debiasing Career Recommendations with Neural Fair Collaborative Filtering.
Rashidul IslamKamrun Naher KeyaZiqian ZengShimei PanJames R. FouldsPublished in: WWW (2021)
Keyphrases
- collaborative filtering
- recommender systems
- making recommendations
- recommendation quality
- recommendation systems
- collaborative filtering algorithms
- user preferences
- cold start
- personalized recommendation
- user ratings
- online dating
- hybrid recommendation
- network architecture
- cold start problem
- matrix factorization
- content based filtering
- latent factor models
- recommendation algorithms
- information systems
- data sparsity
- neural network
- demographic information
- information filtering
- product recommendation
- user similarity
- information technology
- movie recommendation
- collaborative filtering recommendation
- neural model
- item recommendation
- hebbian learning
- user profiles
- active user
- rating prediction
- user interests
- bio inspired
- implicit feedback
- collaborative filtering recommender systems
- learning algorithm
- neural fuzzy
- information overload
- collaborative recommendation
- social tagging systems
- opinion mining
- netflix prize
- biologically inspired
- reinforcement learning
- bayesian networks
- nonlinear predictive control
- deal with information overload