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GETNext: trajectory flow map enhanced transformer for next POI recommendation
Next POI recommendation intends to forecast users' immediate future movements given their
current status and historical information, yielding great values for both users and service …
current status and historical information, yielding great values for both users and service …
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 …
A survey on graph representation learning methods
Graph representation learning has been a very active research area in recent years. The
goal of graph representation learning is to generate graph representation vectors that …
goal of graph representation learning is to generate graph representation vectors that …
Spatio-temporal hypergraph learning for next POI recommendation
Next Point-of-Interest (POI) recommendation task focuses on predicting the immediate next
position a user would visit, thus providing appealing location advice. In light of this, graph …
position a user would visit, thus providing appealing location advice. In light of this, graph …