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Point-of-interest (POI) recommendation that suggests new places for users to visit arises with the popularity of location-based social networks (LBSNs).
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Yu Zheng, Lizhu Zhang, Xing Xie, and Wei-Ying Ma · 2009
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Salvatore Scellato, Cecilia Mascolo, Mirco Musolesi, and Vito Latora · 2010
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Temporal collaborative filtering with bayesian probabilistic tensor factorization
Liang Xiong, Xi Chen, Tzu-Kuo Huang, Jeff G Schneider, and Jaime G Carbonell · 2010
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Mao Ye, Peifeng Yin, and Wang-Chien Lee · 2010
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Exploring millions of footprints in location sharing services
Zhiyuan Cheng, James Caverlee, Kyumin Lee, and Daniel Z Sui · 2011
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Friendship and mobility: user movement in location-based social networks
Eunjoon Cho, Seth A Myers, and Jure Leskovec · 2011
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Probabilistic factor models for web site recommendation
Hao Ma, Chao Liu, Irwin King, and Michael R Lyu · 2011
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Recommender systems with social regularization
Hao Ma, Dengyong Zhou, Chao Liu, Michael R Lyu, and Irwin King · 2011
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Exploiting place features in link prediction on location-based social networks
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Exploiting geographical influence for collaborative point-of-interest recommendation
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WSPred: A time-aware personalized qos prediction framework for web services
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Graph-based point-of-interest recommendation with geographical and temporal influences
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Lore: exploiting sequential influence for location recommendations
Jia-Dong Zhang, Chi-Yin Chow, and Yanhua Li · 2014
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Transferring heterogeneous links across location-based social networks
Jiawei Zhang, Xiangnan Kong, and Philip S. Yu · 2014
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Who, what, when, and where: Multi-dimensional collaborative recommendations using tensor factorization on sparse user-generated data
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Personalized ranking metric embedding for next new poi recommendation
Shanshan Feng, Xutao Li, Yifeng Zeng, Gao Cong, Yeow Meng Chee, and Quan Yuan · 2015
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Location-based and preference-aware recommendation using sparse geo-social networking data
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Fused matrix factorization with geographical and social influence in location-based social networks
Chen Cheng, Haiqin Yang, Irwin King, and Michael R Lyu · 2012
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Exploring social-historical ties on location-based social networks
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gscorr: modeling geo-social correlations for new check-ins on location-based social networks
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Mining user mobility features for next place prediction in location-based services
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Geo-activity recommendations by using improved feature combination
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Predicting poi visits with a heterogeneous information network
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Modeling user activity preference by leveraging user spatial temporal characteristics in lbsns
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Dynamic user modeling in social media systems
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A survey of point-of-interest recommendation in location-based social networks
Yonghong Yu and Xingguo Chen · 2015
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Geosoca: Exploiting geographical, social and categorical correlations for point-of-interest recommendations
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Ticrec: A probabilistic framework to utilize temporal influence correlations for time-aware location recommendations
Jia Dong Zhang and Chi Yin Chow · 2015
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Orec: An opinion-based point-of-interest recommendation framework
Jia-Dong Zhang, Chi-Yin Chow, and Yu Zheng · 2015
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Location and time aware social collaborative retrieval for new successive point-of-interest recommendation
Wei Zhang and Jianyong Wang · 2015
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Point-of-interest recommendations: Learning potential check-ins from friends
Yong Ge, Huayu Li, and Hengshu Zhu · 2016
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Joint modeling of user check-in behaviors for real-time point-of-interest recommendation
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