Social network data to alleviate cold-start in recommender system: A systematic review

作者：

Highlights：

• A Systematic Literature Review on Recommender Systems using social network data to mitigate the cold-start problem is executed.

• The method used in the Systematic Literature Review is exposed.

• Analysis of 666 papers and detailing of 20 papers considered the most relevant according to research questions is shown.

摘要

•A Systematic Literature Review on Recommender Systems using social network data to mitigate the cold-start problem is executed.•The method used in the Systematic Literature Review is exposed.•Analysis of 666 papers and detailing of 20 papers considered the most relevant according to research questions is shown.

论文关键词：Cold start,Social network,Collaborative filtering,Recommender system,Systematic literature review

论文评审过程：Received 5 September 2017, Revised 23 January 2018, Accepted 9 March 2018, Available online 26 March 2018, Version of Record 26 March 2018.

论文官网地址：https://doi.org/10.1016/j.ipm.2018.03.004