Evolutionary Approach to Recommender Systems Improvement by Directory of Products Optimization.
Piotr LipinskiPublished in: GECCO (2023)
Keyphrases
- recommender systems
- evolutionary optimization
- collaborative filtering
- product recommendation
- optimization algorithm
- optimization problems
- genetic algorithm
- global optimization
- optimization methods
- constrained optimization
- significant improvement
- data sets
- evolutionary computation
- estimation of distribution algorithms
- optimization process
- evolutionary search
- user profiling
- user modeling
- matrix factorization
- evolutionary algorithm
- personalized recommendation
- evolutionary strategy
- user model
- eye tracking
- cold start
- genetic programming