Applying particle swarm optimization algorithm-based collaborative filtering recommender system considering rating and review.
R. J. KuoShu-Syun LiPublished in: Appl. Soft Comput. (2023)
Keyphrases
- particle swarm optimization algorithm
- collaborative filtering
- recommender systems
- rating prediction
- particle swarm optimization
- matrix factorization
- convergence speed
- user preferences
- netflix prize
- recommendation quality
- user item rating
- particle swarm
- pso algorithm
- information filtering
- user ratings
- multilevel thresholding
- cold start
- data sparsity
- cold start problem
- user profiles
- personalized recommendation
- online dating
- collaborative filtering recommendation algorithm
- recommendation systems
- inertia weight
- global search
- collaborative filtering recommender systems
- implicit feedback
- recommendation algorithms
- collaborative filtering algorithms
- latent factor models
- hybrid algorithm
- evolution strategy
- item based collaborative filtering
- collaborative recommendation
- global optimization