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20152026
most citedGraph Convolutional Neural Networks for Web-Scale Recommender Systems

2.9k citations · 5.1k across the 15 of their papers we have counts for

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Showing 2017Show all

2 papers · 1 filter

cs.IR2017★ 14 cited

SPMC: Socially-Aware Personalized Markov Chains for Sparse Sequential Recommendation

Chenwei Cai, Ruining He, Julian McAuley

Dealing with sparse, long-tailed datasets, and cold-start problems is always a challenge for recommender systems. These issues can partly be dealt with by making predictions not in…

cs.IR2017★ 437 cited

Translation-based Recommendation

Ruining He, Wang-Cheng Kang, Julian McAuley

Modeling the complex interactions between users and items as well as amongst items themselves is at the core of designing successful recommender systems. One classical setting is p…