most citedST-PIL: Spatial-Temporal Periodic Interest Learning for Next Point-of-Interest Recommendation

43 citations · 84 across the 5 of their papers we have counts for

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cs.IR2021★ 22 cited

SimpleX: A Simple and Strong Baseline for Collaborative Filtering

Kelong Mao, Jieming Zhu, Jinpeng Wang +4

Collaborative filtering (CF) is a widely studied research topic in recommender systems. The learning of a CF model generally depends on three major components, namely interaction e…

cs.IR2021★ 43 cited

ST-PIL: Spatial-Temporal Periodic Interest Learning for Next Point-of-Interest Recommendation

Qiang Cui, Chenrui Zhang, Yafeng Zhang +2

Point-of-Interest (POI) recommendation is an important task in location-based social networks. It facilitates the relation modeling between users and locations. Recently, researche…