Autoencoders and recommender systems: COFILS approach

作者：

Highlights：

• We propose incorporating autoencoders into COFILS.

• Autoencoder COFILS presents competitive results against state-of-the-art methods.

• A new non-linear way to solve CF problem rather than straightforward approaches.

摘要

•We propose incorporating autoencoders into COFILS.•Autoencoder COFILS presents competitive results against state-of-the-art methods.•A new non-linear way to solve CF problem rather than straightforward approaches.

论文关键词：Recommender systems,Collaborative filtering,Autoencoder,COFILS,A-COFILS

论文评审过程：Received 7 November 2016, Revised 24 May 2017, Accepted 19 July 2017, Available online 20 July 2017, Version of Record 26 July 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.07.030