An attention-based convolutional neural network for recipe recommendation

作者：

Highlights：

• Proposed a deep learning based method for automatic recipe recommendation.

• A multi-perspectives CNN was developed to extract user and recipe features.

• Transferring the user interest in the recipe to the ingredients or cooking methods.

• The attention mechanism was used to capture the fine-grained user preference.

摘要

•Proposed a deep learning based method for automatic recipe recommendation.•A multi-perspectives CNN was developed to extract user and recipe features.•Transferring the user interest in the recipe to the ingredients or cooking methods.•The attention mechanism was used to capture the fine-grained user preference.

论文关键词：Recipe recommendation,Attention mechanism,Convolution neural network

论文评审过程：Received 29 October 2021, Revised 21 January 2022, Accepted 23 March 2022, Available online 4 April 2022, Version of Record 12 April 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.116979