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Point-of-interest recommender systems based on location-based social networks: a survey from an experimental perspective
Point-of-Interest recommendation is an area of increasing research and development
interest within the widely adopted technologies known as Recommender Systems. Among …
interest within the widely adopted technologies known as Recommender Systems. Among …
Graph-flashback network for next location recommendation
Next Point-of Interest (POI) recommendation plays an important role in location-based
applications, which aims to recommend the next POIs to users that they are most likely to …
applications, which aims to recommend the next POIs to users that they are most likely to …
Stan: Spatio-temporal attention network for next location recommendation
The next location recommendation is at the core of various location-based applications.
Current state-of-the-art models have attempted to solve spatial sparsity with hierarchical …
Current state-of-the-art models have attempted to solve spatial sparsity with hierarchical …
Hierarchical multi-task graph recurrent network for next poi recommendation
Learning which Point-of-Interest (POI) a user will visit next is a challenging task for
personalized recommender systems due to the large search space of possible POIs in the …
personalized recommender systems due to the large search space of possible POIs in the …
Adaptive graph representation learning for next POI recommendation
Next Point-of-Interest (POI) recommendation is an essential part of the flourishing location-
based applications, where the demands of users are not only conditioned by their recent …
based applications, where the demands of users are not only conditioned by their recent …
Curriculum meta-learning for next POI recommendation
Next point-of-interest (POI) recommendation is a hot research field where a recent emerging
scenario, next POI to search recommendation, has been deployed in many online map …
scenario, next POI to search recommendation, has been deployed in many online map …
MvStHgL: Multi-View Hypergraph Learning with Spatial-Temporal Periodic Interests for Next POI Recommendation
J An, M Gao, J Tang - ACM Transactions on Information Systems, 2024 - dl.acm.org
Providing potential next point-of-interest (POI) suggestions for users has become a
prominent task in location-based social networks, which receives more and more attention …
prominent task in location-based social networks, which receives more and more attention …