Title
The Use of Machine Learning Algorithms in Recommender Systems: A Systematic Review.
Abstract
•A survey of machine learning (ML) algorithms in recommender systems (RSs) is provided.•The surveyed studies are classified in different RS categories.•The studies are classified based on the types of ML algorithms and application domains.•The studies are also analyzed according to main and alternative performance metrics.•LNCS and EWSA are the main sources of studies in this research field.
Year
DOI
Venue
2018
10.1016/j.eswa.2017.12.020
Expert Systems with Applications
Keywords
DocType
Volume
Systematic review of the literature,Recommender systems,Machine learning,Machine learning algorithms,Application domains,Performance metrics
Journal
97
ISSN
Citations 
PageRank 
0957-4174
21
0.73
References 
Authors
133
3
Search Limit
100133
Name
Order
Citations
PageRank
Ivens Portugal1291.99
Paulo S. C. Alencar239345.89
Donald D. Cowan358190.75