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 …

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 …

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 …

Collaborative filtering meets mobile recommendation: A user-centered approach

V Zheng, B Cao, Y Zheng, X Xie, Q Yang - Proceedings of the AAAI …, 2010 - ojs.aaai.org
With the increasing popularity of location tracking services such as GPS, more and more
mobile data are being accumulated. Based on such data, a potentially useful service is to …

A sentiment-enhanced personalized location recommendation system

D Yang, D Zhang, Z Yu, Z Wang - … of the 24th ACM conference on …, 2013 - dl.acm.org
Although online recommendation systems such as recommendation of movies or music
have been systematically studied in the past decade, location recommendation in Location …

CityVoyager: An outdoor recommendation system based on user location history

Y Takeuchi, M Sugimoto - International Conference on Ubiquitous …, 2006 - Springer
Recommendation systems, which automatically understand user preferences and make
recommendations, are now widely used in online shopping. However, so far there have …

Personalized recommendations of locally interesting venues to tourists via cross-region community matching

YL Zhao, L Nie, X Wang, TS Chua - ACM Transactions on Intelligent …, 2014 - dl.acm.org
You are in a new city. You are not familiar with the places and neighborhoods. You want to
know all about the exciting sights, food outlets, and cultural venues that the locals frequent …

Urban point-of-interest recommendation by mining user check-in behaviors

JJC Ying, EHC Lu, WN Kuo, VS Tseng - Proceedings of the ACM …, 2012 - dl.acm.org
In recent years, researches on recommendation of urban Points-Of-Interest (POI), such as
restaurants, based on social information have attracted a lot of attention. Although a number …