| 2014 | System U: automatically deriving personality traits from social media for people recommendation. | Hernan Badenes, Mateo N. Bengualid, Jilin Chen, Liang Gou, Eben M. Haber, Jalal Mahmud, Jeffrey W. Nichols, Aditya Pal, Jerald Schoudt, Barton A. Smith, Ying Xuan, Huahai Yang, Michelle X. Zhou |
| 2014 | Speeding up the Xbox recommender system using a euclidean transformation for inner-product spaces. | Yoram Bachrach, Yehuda Finkelstein, Ran Gilad-Bachrach, Liran Katzir, Noam Koenigstein, Nir Nice, Ulrich Paquet |
| 2014 | Diversified Utility Maximization for Recommendations. | Azin Ashkan, Branislav Kveton, Shlomo Berkovsky, Zheng Wen |
| 2014 | The Role of Prior Experience in User's Engagement with a New Recommender System. | Marcelo Gabriel Armentano, Silvia N. Schiaffino, Anala Amandi |
| 2014 | The recommender problem revisited. | Xavier Amatriain |
| 2014 | Convex AUC optimization for top-N recommendation with implicit feedback. | Fabio Aiolli |
| 2014 | PERSPeCT: collaborative filtering for tailored health communications. | Roy J. Adams, Rajani S. Sadasivam, Kavitha Balakrishnan, Rebecca L. Kinney, Thomas K. Houston, Benjamin M. Marlin |
| 2014 | On over-specialization and concentration bias of recommendations: probabilistic neighborhood selection in collaborative filtering systems. | Panagiotis Adamopoulos, Alexander Tuzhilin |
| 2014 | Estimating the Value of Multi-Dimensional Data Sets in Context-based Recommender Systems. | Panagiotis Adamopoulos, Alexander Tuzhilin |
| 2014 | REDD 2014 - international workshop on recommender systems evaluation: dimensions and design. | Panagiotis Adamopoulos, Alejandro Bellogn, Pablo Castells, Paolo Cremonesi, Harald Steck |
| 2013 | A fast parallel SGD for matrix factorization in shared memory systems. | Yong Zhuang, Wei-Sheng Chin, Yu-Chin Juan, Chih-Jen Lin |
| 2013 | The Role of Emotions in Context-aware Recommendation. | Yong Zheng, Bamshad Mobasher, Robin D. Burke |
| 2013 | Effectiveness of the data generated on different time in latent factor model. | Qianru Zheng, Horace H. S. Ip |
| 2013 | To personalize or not: a risk management perspective. | Weinan Zhang, Jun Wang, Bowei Chen, Xiaoxue Zhao |
| 2013 | Improving augmented reality using recommender systems. | Zhuo Zhang, Shang Shang, Sanjeev R. Kulkarni, Pan Hui |
| 2013 | Recommending branded products from social media. | Yongzheng Zhang, Marco Pennacchiotti |
| 2013 | Recommendation in heterogeneous information networks with implicit user feedback. | Xiao Yu, Xiang Ren, Yizhou Sun, Bradley Sturt, Urvashi Khandelwal, Quanquan Gu, Brandon Norick, Jiawei Han |
| 2013 | First workshop on large-scale recommender systems: research and best practice(LSRS 2013). | Tao Ye, Danny Bickson, Quan Yuan |
| 2013 | Catch-up TV recommendations: show old favourites and find new ones. | Mengxi Xu, Shlomo Berkovsky, Sebastien Ardon, Sipat Triukose, Anirban Mahanti, Irena Koprinska |
| 2013 | Personalized next-song recommendation in online karaokes. | Xiang Wu, Qi Liu, Enhong Chen, Liang He, Jingsong Lv, Can Cao, Guoping Hu |
| 2013 | Selecting Gestural User Interaction Patterns for Recommender Applications on Smartphones. | Wolfgang Wrndl, Jan Weicker, Batrice Lamche |
| 2013 | When power users attack: assessing impacts in collaborative recommender systems. | David C. Wilson, Carlos E. Seminario |
| 2013 | Learning to rank recommendations with the k-order statistic loss. | Jason Weston, Hector Yee, Ron J. Weiss |
| 2013 | Nonlinear latent factorization by embedding multiple user interests. | Jason Weston, Ron J. Weiss, Hector Yee |
| 2013 | Online multi-task collaborative filtering for on-the-fly recommender systems. | Jialei Wang, Steven C. H. Hoi, Peilin Zhao, Zhiyong Liu |