Point-of-interest recommendation model considering strength of user relationship for location-based social networks
Y Zhou, G Yang, B Yan, Y Cai, Z Zhu - Expert Systems with Applications, 2022 - Elsevier
Point of interest (POI) recommendation systems have drawn the attention of researchers in
multiple domains, particularly location-based social networks (LBSNs). However, owing to …
multiple domains, particularly location-based social networks (LBSNs). However, owing to …
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 systematic analysis on the impact of contextual information on point-of-interest recommendation
As the popularity of Location-based Social Networks increases, designing accurate models
for Point-of-Interest (POI) recommendation receives more attention. POI recommendation is …
for Point-of-Interest (POI) recommendation receives more attention. POI recommendation is …
A novel POI recommendation model based on joint spatiotemporal effects and four-way interaction
Point of interest (POI) recommendation is a fundamental task in location-based social
networks (LBSN). The increasing proliferation of LBSNs brings about considerable amounts …
networks (LBSN). The increasing proliferation of LBSNs brings about considerable amounts …
Where to go: An effective point-of-interest recommendation framework for heterogeneous social networks
Abstract Point-of-Interest (POI) recommendation is one of the most essential tasks in LBSNs
to help users discover new interesting locations, especially when users travel out of town or …
to help users discover new interesting locations, especially when users travel out of town or …
A personalized point-of-interest recommendation model via fusion of geo-social information
R Gao, J Li, X Li, C Song, Y Zhou - Neurocomputing, 2018 - Elsevier
Recently, as location-based social networks (LBSNs) rapidly grow, general users utilize
point-of-interest recommender systems to discover attractive locations. Most existing POI …
point-of-interest recommender systems to discover attractive locations. Most existing POI …
Location perspective-based neighborhood-aware POI recommendation in location-based social networks
L Guo, Y Wen, F Liu - Soft Computing, 2019 - Springer
As an effective way to help users find attractive locations and meet their individual needs,
point-of-interest (POI) recommendation has become an important application in location …
point-of-interest (POI) recommendation has become an important application in location …
An adaptive point-of-interest recommendation method for location-based social networks based on user activity and spatial features
Y Si, F Zhang, W Liu - Knowledge-Based Systems, 2019 - Elsevier
Abstract Point-of-interest (POI) recommendations can help users effectively explore new
locations according to their preferences, which is an important research aspect for location …
locations according to their preferences, which is an important research aspect for location …
Exploring temporal and spatial features for next POI recommendation in LBSNs
With the increasing popularity of Location-Based Social Networks (LBSNs), a significant
volume of check-in data of users has been generated. Such massive data brings difficulties …
volume of check-in data of users has been generated. Such massive data brings difficulties …
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 …