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 …

Objectives and state-of-the-art of location-based social network recommender systems

Z Ding, X Li, C Jiang, M Zhou - Acm Computing Surveys (Csur), 2018 - dl.acm.org
Because of the widespread adoption of GPS-enabled devices, such as smartphones and
GPS navigation devices, more and more location information is being collected and …

Inferring a personalized next point-of-interest recommendation model with latent behavior patterns

J He, X Li, L Liao, D Song, W Cheung - Proceedings of the AAAI …, 2016 - ojs.aaai.org
In this paper, we address the problem of personalized next Point-of-interest (POI)
recommendation which has become an important and very challenging task in location …

A location-based orientation-aware recommender system using IoT smart devices and Social Networks

S Ojagh, MR Malek, S Saeedi, S Liang - Future Generation Computer …, 2020 - Elsevier
The rapid development of IoT sensors and data provided by Social Networks has
necessitated the fast development of recommender systems as they can be used as a tool to …

Context-and category-aware double self-attention model for next POI recommendation

D Wang, F Wan, D Yu, Y Shen, Z ** model for a group recommender system in location-based social networks
E Khazaei, A Alimohammadi - ISPRS international journal of geo …, 2018 - mdpi.com
Spatial group recommendation refers to suggesting places to a given set of users. In a group
recommender system, members of a group should have similar preferences in order to …