The use of machine learning algorithms in recommender systems: A systematic review.
Ivens PortugalPaulo S. C. AlencarDonald D. CowanPublished in: Expert Syst. Appl. (2018)
Keyphrases
- machine learning algorithms
- systematic review
- recommender systems
- empirical studies
- collaborative filtering
- benchmark data sets
- machine learning
- learning algorithm
- decision trees
- machine learning methods
- predictive accuracy
- learning problems
- matrix factorization
- machine learning systems
- machine learning approaches
- learning tasks
- user preferences
- cold start problem
- machine learning models
- learning models
- product recommendation
- user profiles
- standard machine learning algorithms
- input features
- neural network
- supervised machine learning algorithms
- recommendation systems
- random forests
- real world