Location-based and preference-aware recommendation using sparse geo-social networking data

J Bao, Y Zheng, MF Mokbel - … of the 20th international conference on …, 2012 - dl.acm.org
The popularity of location-based social networks provide us with a new platform to
understand users' preferences based on their location histories. In this paper, we present a …

Location recommendation in location-based social networks using user check-in data

H Wang, M Terrovitis, N Mamoulis - Proceedings of the 21st ACM …, 2013 - dl.acm.org
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 recommendation for location-based social networks

M Ye, P Yin, WC Lee - … of the 18th SIGSPATIAL international conference …, 2010 - dl.acm.org
In this paper, we study the research issues in realizing location recommendation services for
large-scale location-based social networks, by exploiting the social and geographical …

Lcars: a location-content-aware recommender system

H Yin, Y Sun, B Cui, Z Hu, L Chen - Proceedings of the 19th ACM …, 2013 - dl.acm.org
Newly emerging location-based and event-based social network services provide us with a
new platform to understand users' preferences based on their activity history. A user can …

LCARS: A spatial item recommender system

H Yin, B Cui, Y Sun, Z Hu, L Chen - ACM Transactions on Information …, 2014 - dl.acm.org
Newly emerging location-based and event-based social network services provide us with a
new platform to understand users' preferences based on their activity history. A user can …

CoRe: Exploiting the personalized influence of two-dimensional geographic coordinates for location recommendations

JD Zhang, CY Chow - Information Sciences, 2015 - Elsevier
With the rapid growth of location-based social networks (LBSNs), location recommendations
play an important role in shaping the life of individuals. Fortunately, a variety of community …

Location recommendation for out-of-town users in location-based social networks

G Ference, M Ye, WC Lee - Proceedings of the 22nd ACM international …, 2013 - dl.acm.org
Most previous research on location recommendation services in location-based social
networks (LBSNs) makes recommendations without considering where the targeted user is …

Recommendations in location-based social networks: a survey

J Bao, Y Zheng, D Wilkie, M Mokbel - GeoInformatica, 2015 - Springer
Recent advances in localization techniques have fundamentally enhanced social
networking services, allowing users to share their locations and location-related contents …

[PDF][PDF] A survey on recommendations in location-based social networks

J Bao, Y Zheng, D Wilkie, MF Mokbel - ACM Transaction on Intelligent …, 2013 - cs.joensuu.fi
Recent advances in position localization techniques have fundamentally enhanced social
networking services, allowing users to share their locations and location-related content …

A recommendation system for spots in location-based online social networks

B Berjani, T Strufe - Proceedings of the 4th workshop on social network …, 2011 - dl.acm.org
Centralized Online Social Network services (OSN) are collecting immense amounts of data,
containing a wealth of information about preferences of their users. Its exploitation for the …