A Unified Optimization Toolbox for Solving Popularity Bias, Fairness, and Diversity in Recommender Systems.
Sinan SeymenHiman AbdollahpouriEdward C. MalthousePublished in: MORS@RecSys (2021)
Keyphrases
- recommender systems
- discrete optimization
- collaborative filtering
- combinatorial optimization
- optimization problems
- user profiling
- nonlinear programming
- quadratic programming
- optimization algorithm
- resource allocation
- social media
- optimization process
- global optimization
- user preferences
- optimization methods
- optimization method
- multi objective evolutionary algorithms
- lagrange multipliers
- user profiles
- linear programming
- global optimization problems