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 …
Rank-geofm: A ranking based geographical factorization method for point of interest recommendation
With the rapid growth of location-based social networks, Point of Interest (POI)
recommendation has become an important research problem. However, the scarcity of the …
recommendation has become an important research problem. However, the scarcity of the …
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 …
Graph-based point-of-interest recommendation with geographical and temporal influences
The availability of user check-in data in large volume from the rapid growing location-based
social networks (LBSNs) enables a number of important location-aware services. Point-of …
social networks (LBSNs) enables a number of important location-aware services. Point-of …
Personalized point-of-interest recommendation by mining users' preference transition
Location-based social networks (LBSNs) offer researchers rich data to study people's online
activities and mobility patterns. One important application of such studies is to provide …
activities and mobility patterns. One important application of such studies is to provide …
Location recommendation in location-based social networks using user check-in data
This paper studies the problem of recommending new venues to users who participate in
location-based social networks (LBSNs). As an increasingly larger number of users partake …
location-based social networks (LBSNs). As an increasingly larger number of users partake …
A sentiment-enhanced personalized location recommendation system
Although online recommendation systems such as recommendation of movies or music
have been systematically studied in the past decade, location recommendation in Location …
have been systematically studied in the past decade, location recommendation in Location …