Deep learning techniques for recommender systems based on collaborative filtering.
Guilherme B. MartinsJoão Paulo PapaHojjat AdeliPublished in: Expert Syst. J. Knowl. Eng. (2020)
Keyphrases
- deep learning
- recommender systems
- collaborative filtering
- matrix factorization
- unsupervised learning
- unsupervised feature learning
- machine learning
- user preferences
- data sparsity
- recommendation systems
- weakly supervised
- mental models
- cold start problem
- user profiles
- cold start
- deep architectures
- netflix prize
- item based collaborative filtering
- probabilistic matrix factorization
- recommendation quality
- product recommendation
- personalized recommendation
- bounding box
- supervised learning