Hypergraph User Embeddings and Session Contrastive Learning for POI Recommendation

Internet technologies have enabled location-based social networks (LBSNs) to provide users with a variety of services. In this context, next Point-of-Interest (POI) recommendation has become a key task. The goal of this task is to mine users’ travel behavior preferences based on their histori...

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Главные авторы:	Yan Zhang, Bin Wang, Qian Zhang, Sulei Zhu, Yan Ma
Формат:	Artigo
Язык:	Inglês
Опубликовано:	IEEE 2025-01-01
Серии:	IEEE Access
Предметы:	Next POI recommendation hypergraph convolutional network contrastive learning transformer
Online-ссылка:	https://ieeexplore.ieee.org/document/10845788/
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