Neural Graph Collaborative Filtering

20 May 2019 Xiang Wang Xiangnan He Meng Wang Fuli Feng Tat-Seng Chua

Learning vector representations (aka. embeddings) of users and items lies at the core of modern recommender systems... (read more)

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Datasets


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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Link Prediction MovieLens 25M NGCF nDCG@10 0.4866 # 6
Hits@10 0.7807 # 6

Methods used in the Paper


METHOD TYPE
Memory Network
Working Memory Models