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An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)

gnn graph-neural-networks gcn graph-convolutional-networks recommendation-system recommendation recommendation-algorithms recommender-system graph-representation-learning information-retrieval

gnn-recommender-systems's Issues

inquiry into the details about the potential problems of real application for GNN-based recommendation systems

作者们好,谢谢你们写了这么棒的综述,让我受益匪浅。
我最近在实践GNN模型用于content-based 推荐系统,综述里似乎没有涉及这类型的基于gnn的推荐方法, 比如le wu的Learning to Transfer Graph Embeddings for Inductive Graph based Recommendation (https://dl.acm.org/doi/abs/10.1145/3397271.3401145)。此外,论文里简单谈了下gnn推荐系统实际应用遇到的规模和效率问题,而我想再多了解些具体信息, 比如工业界成功的应用,其规模,使用的阶段,应用场景等等。如果作者们知道更多且愿意分享的话,方便留个微信吗,谢谢

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