RECipe: Does a Multi-Modal Recipe Knowledge Graph Fit a Multi-Purpose Recommendation System?. (arXiv:2308.04579v1 [cs.IR])

Over the past two decades, recommendation systems (RSs) have used machine
learning (ML) solutions to recommend items, e.g., movies, books, and
restaurants, to clients of a business or an online platform. Recipe
recommendation, however, has not yet received much attention compared to those
applications. We introduce RECipe as a multi-purpose recipe recommendation
framework with a multi-modal knowledge graph (MMKG) backbone. The motivation
behind RECipe is to go beyond (deep) neural collaborative filtering (NCF) by
recommending recipes to users when they …

applications arxiv attention books business graph knowledge knowledge graph machine machine learning movies platform recipe recommendation recommendation systems restaurants solutions systems