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Zheng Ren

1 accepted papers

2025

Integrating Personalized Spatio-Temporal Clustering for Next POI Recommendation

AAAI 2025technical

Location-Based Social Networks (LBSNs) offer a rich dataset of user activity at Points-of-Interest (POIs), making next POI recommendation a key task. Traditional algorithms face challenges due to broad searching scopes, affecting recommendation accuracy. Users tend to visit nearby POIs and show temp…