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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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Uloženo v:
Hlavní autoři: Malika Acharya, Krishna Kumar Mohbey
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2024-04-01
Edice:Frontiers in Sustainable Cities
Témata:
point-of-interest
neural collaborative filtering
LBSN
neighborhood estimation
attention mechanism
On-line přístup:https://www.frontiersin.org/articles/10.3389/frsc.2024.1331642/full
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