JD Zhang, CY Chow - Proceedings of the 38th international ACM SIGIR …, 2015 - dl.acm.org
Recommending users with their preferred points-of-interest (POIs), eg, museums and restaurants, has become an important feature for location-based social networks (LBSNs) …
Z Yu, H Xu, Z Yang, B Guo - IEEE Transactions on Human …, 2015 - ieeexplore.ieee.org
Location-based social networks (LBSNs) provide people with an interface to share their locations and write reviews about interesting places of attraction. The shared locations form …
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 …
JD Zhang, CY Chow - ACM Transactions on Intelligent Systems and …, 2015 - dl.acm.org
Recommending to users personalized locations is an important feature of Location-Based Social Networks (LBSNs), which benefits users who wish to explore new places and …
In location-based social networks (LBSNs), time significantly affects users' check-in behaviors, for example, people usually visit different places at different times of weekdays …
C Zhang, H Liang, K Wang, J Sun - … of the 24th ACM International on …, 2015 - dl.acm.org
As location-based social network (LBSN) services become increasingly popular, trip recommendation that recommends a sequence of points of interest (POIs) to visit for a user …
Recently, location-based social networks (LBSNs) gave the opportunity to users to share geo-tagged information along with photos, videos, and SMSs. Recommender systems can …
S Huang, J Ma, P Cheng, S Wang - ACM Transactions on Intelligent …, 2015 - dl.acm.org
Collaborative Filtering (CF) is one of the most successful algorithms in recommender systems. However, it suffers from data sparsity and scalability problems. Although many …
H Bagci, P Karagoz - … on Data Science and Advanced Analytics …, 2015 - ieeexplore.ieee.org
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 …