作者位次 #6/6SIGIR 2026Oral· Information Retrieval (Full)
Multi-Perspective Driven Expected Location Preferences for Next POI Recommendations
Pengxiang Lan · Enneng Yang · Yuliang Liang · Jianzhe Zhao · Guibing Guo · Hai Zhao
摘要
Next point-of-interest (POI) recommendation aims to predict users' next destinations from their mobility trajectories. Nevertheless, accurately capturing user preferences from check-in data remains challenging, as user behaviors are shaped by complex contextual factors and varying visit intention...