Location prediction in large-scale social networks: an in-depth benchmarking study
Location details of social users are important in diverse applications ranging from news
recommendation systems to disaster management. However, user location is not easy to …
recommendation systems to disaster management. However, user location is not easy to …
Recommending friends and locations based on individual location history
The increasing availability of location-acquisition technologies (GPS, GSM networks, etc.)
enables people to log the location histories with spatio-temporal data. Such real-world …
enables people to log the location histories with spatio-temporal data. Such real-world …
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 …
Incorporating spatial, temporal, and social context in recommendations for location-based social networks
T Stepan, JM Morawski, S Dick… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Location-based social networks (LBSNs) such as Foursquare, Brightkite, and Gowalla are a
growing area where recommendation algorithms find a practical application. With an ever …
growing area where recommendation algorithms find a practical application. With an ever …
Location-based social networks: Locations
While chapter 8 studies the research philosophy behind a location-based social network
(LBSN) from the point of view of users, this chapter gradually explores the research into …
(LBSN) from the point of view of users, this chapter gradually explores the research into …
Landmark-based user location inference in social media
Location profiles of user accounts in social media can be utilized for various applications,
such as disaster warnings and location-aware recommendations. In this paper, we propose …
such as disaster warnings and location-aware recommendations. In this paper, we propose …
Leveraging multi-aspect time-related influence in location recommendation
Abstract Point-Of-Interest (POI) recommendation aims to mine a user's visiting history and
find her/his potentially preferred places. Although location recommendation methods have …
find her/his potentially preferred places. Although location recommendation methods have …
Random walk based context-aware activity recommendation for location based social networks
The pervasiveness of location-acquisition technologies enable location-based social
networks (LBSN) to become increasingly popular in recent years. Users are able to check-in …
networks (LBSN) to become increasingly popular in recent years. Users are able to check-in …
The where and when of finding new friends: Analysis of a location-based social discovery network
With more people accessing Online Social Networks (OSN) using their mobile devices,
location-based features have become an important part of the social networking. In this …
location-based features have become an important part of the social networking. In this …
Regionally influential users in location-aware social networks
The ubiquity of mobile location aware devices and the proliferation of social networks have
given rise to Location-Aware Social Networks (LASN), where users form social connections …
given rise to Location-Aware Social Networks (LASN), where users form social connections …