Venue2vec: An efficient embedding model for fine-grained user location prediction in geo-social networks

S Xu, J Cao, P Legg, B Liu, S Li - IEEE Systems Journal, 2019 - ieeexplore.ieee.org
Geo-Social Networks (GSN) significantly improve location-aware capability of services by
offering geo-located content based on the huge volumes of data generated in the GSN. The …

Lars*: An efficient and scalable location-aware recommender system

M Sarwat, JJ Levandoski, A Eldawy… - IEEE Transactions on …, 2014 - computer.org
This paper proposes LARS*, a location-aware recommender system that uses location-
based ratings to produce recommendations. Traditional recommender systems do not …

Co-occurrence prediction in a large location-based social network

RH Li, J Liu, JX Yu, H Chen, H Kitagawa - Frontiers of Computer Science, 2013 - Springer
Location-based social network (LBSN) is at the forefront of emerging trends in social
network services (SNS) since the users in LBSN are allowed to “check-in” the places …

Lars*: An efficient and scalable location-aware recommender system

M Sarwat, JJ Levandoski, A Eldawy… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
This paper proposes LARS*, a location-aware recommender system that uses location-
based ratings to produce recommendations. Traditional recommender systems do not …

Personalized group recommender systems for location-and event-based social networks

S Purushotham, CCJ Kuo - ACM Transactions on Spatial Algorithms and …, 2016 - dl.acm.org
Location-Based Social Networks (LBSNs) such as Foursquare, Google+ Local, and so on,
and Event-Based Social Networks (EBSNs) such as Meetup, Plancast, and so on, have …

Exploring social-historical ties on location-based social networks

H Gao, J Tang, H Liu - … of the International AAAI Conference on Web …, 2012 - ojs.aaai.org
Location-based social networks (LBSNs) have become a popular form of social media in
recent years. They provide location related services that allow users to" check-in''at …

A HITS-based POI recommendation algorithm for location-based social networks

X Long, J Joshi - Proceedings of the 2013 IEEE/ACM international …, 2013 - dl.acm.org
Location-Based Social Networks (LBSNs),(also called as Geo-Social Networks), has been
attracting more and more users by providing services that integrate social activities with …

Geography-aware sequential location recommendation

D Lian, Y Wu, Y Ge, X Xie, E Chen - Proceedings of the 26th ACM …, 2020 - dl.acm.org
Sequential location recommendation plays an important role in many applications such as
mobility prediction, route planning and location-based advertisements. In spite of evolving …

Exploring spatial and mobility pattern's effects for collaborative point-of-interest recommendation

X Jiao, Y Xiao, W Zheng, L Xu, H Wu - IEEE Access, 2019 - ieeexplore.ieee.org
In recent years, researches on the mining of user check-in behaviors for point-of-interest
(POI) recommendations has attracted a lot of attention. Personalized POI recommendation is …

[PDF][PDF] Where could we go? Recommendations for groups in location-based social networks

F Ayala-Gómez, BZ Daróczy, M Mathioudakis… - 2017 - eprints.sztaki.hu
ABSTRACT Location-Based Social Networks (LBSNs) enable their users to share with their
friends the places they go to and whom they go with. Additionally, they provide users with …