Recency-based spatio-temporal similarity exploration for POI recommendation in location-based social networks

Point-of-interest (POI) recommendation is one of the primary tasks of location-based social networks (LBSNs). With user data in bulk, extracting useful information and addressing issues such as data sparsity and cold-start problems looming large in collaborative filtering become difficult. One of th...

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Κύριοι συγγραφείς:	Malika Acharya, Krishna Kumar Mohbey
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	Frontiers Media S.A. 2024-04-01
Σειρά:	Frontiers in Sustainable Cities
Θέματα:	point-of-interest neural collaborative filtering LBSN neighborhood estimation attention mechanism
Διαθέσιμο Online:	https://www.frontiersin.org/articles/10.3389/frsc.2024.1331642/full
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