Point-of-interest recommender systems based on location-based social networks: a survey from an experimental perspective
P Sánchez, A Bellogín - ACM Computing Surveys (CSUR), 2022 - dl.acm.org
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 …
Artificial intelligence in recommender systems
Recommender systems provide personalized service support to users by learning their
previous behaviors and predicting their current preferences for particular products. Artificial …
previous behaviors and predicting their current preferences for particular products. Artificial …
A survey of point-of-interest recommendation in location-based social networks
Point-of-interest (POI) recommendation that suggests new places for users to visit arises with
the popularity of location-based social networks (LBSNs). Due to the importance of POI …
the popularity of location-based social networks (LBSNs). Due to the importance of POI …
An experimental evaluation of point-of-interest recommendation in location-based social networks
Point-of-interest (POI) recommendation is an important service to Location-Based Social
Networks (LBSNs) that can benefit both users and businesses. In recent years, a number of …
Networks (LBSNs) that can benefit both users and businesses. In recent years, a number of …
A cross-domain recommender system with kernel-induced knowledge transfer for overlapping entities
The aim of recommender systems is to automatically identify user preferences within
collected data, then use those preferences to make recommendations that help with …
collected data, then use those preferences to make recommendations that help with …
Unified point-of-interest recommendation with temporal interval assessment
Point-of-interest (POI) recommendation, which helps mobile users explore new places, has
become an important location-based service. Existing approaches for POI recommendation …
become an important location-based service. Existing approaches for POI recommendation …
Contextualized point-of-interest recommendation
Abstract Point-of-interest (POI) recommendation has become an increasingly important sub-
field of recommendation system research. Previous methods employ various assumptions to …
field of recommendation system research. Previous methods employ various assumptions to …
Hybrid graph convolutional networks with multi-head attention for location recommendation
Recommending yet-unvisited points of interest (POIs) which may be of interest to users is
one of the fundamental applications in location-based social networks. It mainly replies on …
one of the fundamental applications in location-based social networks. It mainly replies on …
Combining geographical and social influences with deep learning for personalized point-of-interest recommendation
Personalized point-of-interest (POI) recommendation is important to location-based social
networks (LBSNs) for helping users to explore new places and for helping third-party …
networks (LBSNs) for helping users to explore new places and for helping third-party …