Is the suggested food your desired?: Multi-modal recipe recommendation with demand-based knowledge graph

作者：

Highlights：

• Propose an extendable multi-modal recipe fusion framework based on knowledge graph.

• Constructing a recipe knowledge graph based on user preferences.

• Use multi-modality to improve recommendation results.

• Utilizing deep learning to generate explanations from multimedia data.

摘要

•Propose an extendable multi-modal recipe fusion framework based on knowledge graph.•Constructing a recipe knowledge graph based on user preferences.•Use multi-modality to improve recommendation results.•Utilizing deep learning to generate explanations from multimedia data.

论文关键词：Recipe recommender,Interpretation generation,Multi-modality,Knowledge graph,BERT

论文评审过程：Received 8 April 2021, Revised 10 July 2021, Accepted 31 July 2021, Available online 14 August 2021, Version of Record 18 August 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.115708