Modeling personalized representation for within-basket recommendation based on deep learning

作者：

Highlights：

• Representation Learning for capturing user’s intention of the basket.

• Specific neural network layer design provides the scalability to large scale data.

• Linear function combines different components without nonlinear transformation.

摘要

•Representation Learning for capturing user’s intention of the basket.•Specific neural network layer design provides the scalability to large scale data.•Linear function combines different components without nonlinear transformation.

论文关键词：Basket recommendation,Deep learning,Collaborative filtering,Latent factor

论文评审过程：Received 13 April 2021, Revised 20 September 2021, Accepted 5 December 2021, Available online 17 December 2021, Version of Record 29 December 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.116383