The Use of Machine Learning Algorithms in Recommender Systems: A Systematic Review.
Ivens PortugalPaulo S. C. AlencarDonald D. CowanPublished in: CoRR (2015)
Keyphrases
- machine learning algorithms
- systematic review
- recommender systems
- empirical studies
- collaborative filtering
- learning algorithm
- benchmark data sets
- machine learning
- predictive accuracy
- learning problems
- random forests
- machine learning methods
- learning tasks
- matrix factorization
- machine learning approaches
- machine learning models
- user preferences
- decision trees
- user profiles
- recommendation systems
- cold start problem
- input features
- machine learning systems
- data sets
- active learning
- decision tree learners
- data mining