Hypergraph User Embeddings and Session Contrastive Learning for POI Recommendation

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 his...

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Bibliographic Details
Main Authors: Yan Zhang, Bin Wang, Qian Zhang, Sulei Zhu, Yan Ma
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Next POI recommendation
hypergraph convolutional network
contrastive learning
transformer
Online Access:https://ieeexplore.ieee.org/document/10845788/
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