Spatio-Temporal Representation Learning with Social Tie for Personalized POI Recommendation
Sign Up to like & getrecommendations! Published in 2022 at "Data Science and Engineering"
DOI: 10.1007/s41019-022-00180-w
Abstract: Recommending a limited number of Point-of-Interests (POIs) a user will visit next has become increasingly important to both users and POI holders for Location-Based Social Networks (LBSNs). However, POI recommendation is a challenging task since… read more here.
Keywords: personalized poi; network; sequential patterns; poi recommendation ... See more keywords
TGVx: Dynamic Personalized POI Deep Recommendation Model
Sign Up to like & getrecommendations! Published in 2023 at "INFORMS Journal on Computing"
DOI: 10.1287/ijoc.2023.1286
Abstract: Personalized points-of-interest (POI) recommendation is very important for improving the service quality of location-based social network applications. It has become one of the most popular research directions in the industry and academia. However, the realization… read more here.
Keywords: personalized poi; recommendation; poi deep; dynamic personalized ... See more keywords