| 2013 | Movie recommender system for profit maximization. | Amos Azaria, Avinatan Hassidim, Sarit Kraus, Adi Eshkol, Ofer Weintraub, Irit Netanely |
| 2013 | Improving Social Recommendations by applying a Personalized Item Clustering Policy. | Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis |
| 2013 | A people-to-people content-based reciprocal recommender using hidden markov models. | Ammar S. Alanazi, Michael Bain |
| 2013 | Efficient top-n recommendation for very large scale binary rated datasets. | Fabio Aiolli |
| 2013 | A heterogeneous graph-based recommendation simulator. | Yeonchan Ahn, Sungchan Park, Sangkeun Lee, Sang-goo Lee |
| 2013 | OFF-set: one-pass factorization of feature sets for online recommendation in persistent cold start settings. | Michal Aharon, Natalie Aizenberg, Edward Bortnikov, Ronny Lempel, Roi Adadi, Tomer Benyamini, Liron Levin, Ran Roth, Ohad Serfaty |
| 2013 | Recommendation opportunities: improving item prediction using weighted percentile methods in collaborative filtering systems. | Panagiotis Adamopoulos, Alexander Tuzhilin |
| 2013 | Beyond rating prediction accuracy: on new perspectives in recommender systems. | Panagiotis Adamopoulos |
| 2012 | A semantic approach to recommending text advertisements for images. | Weinan Zhang, Li Tian, Xinruo Sun, Haofen Wang, Yong Yu |
| 2012 | Reducing the sparsity of contextual information for recommender systems. | Dusan Zelenk, Mria Bielikov |
| 2012 | The influence of knowledgeable explanations on users' perception of a recommender system. | Markus Zanker |
| 2012 | On top-k recommendation using social networks. | Xiwang Yang, Harald Steck, Yang Guo, Yong Liu |
| 2012 | Local implicit feedback mining for music recommendation. | Diyi Yang, Tianqi Chen, Weinan Zhang, Qiuxia Lu, Yong Yu |
| 2012 | Making recommendations in a microblog to improve the impact of a focal user. | Shanchan Wu, Leanna Gong, William Rand, Louiqa Raschid |
| 2012 | BlurMe: inferring and obfuscating user gender based on ratings. | Udi Weinsberg, Smriti Bhagat, Stratis Ioannidis, Nina Taft |
| 2012 | The user-centered design of a recommender system for a universal library catalogue. | Simon Wakeling |
| 2012 | RecSys'12 workshop on interfaces for recommender systems (InterfaceRS'12). | Nava Tintarev, Rong Hu, Pearl Pu |
| 2012 | Alternating least squares for personalized ranking. | Gbor Takcs, Domonkos Tikk |
| 2012 | High quality recommendations for small communities: the case of a regional parent network. | Sven Strickroth, Niels Pinkwart |
| 2012 | HeyStaks: a real-world deployment of social search. | Barry Smyth, Maurice Coyle, Peter Briggs |
| 2012 | Recommending interesting events in real-time with foursquare check-ins. | Max Sklar, Blake Shaw, Andrew Hogue |
| 2012 | CLiMF: learning to maximize reciprocal rank with collaborative less-is-more filtering. | Yue Shi, Alexandros Karatzoglou, Linas Baltrunas, Martha A. Larson, Nuria Oliver, Alan Hanjalic |
| 2012 | pGPA: a personalized grade prediction tool to aid student success. | Mark Sheehan, Young Park |
| 2012 | Spotting trends: the wisdom of the few. | Xiaolan Sha, Daniele Quercia, Pietro Michiardi, Matteo Dell'Amico |
| 2012 | Case Study Evaluation of Mahout as a Recommender Platform. | Carlos E. Seminario, David C. Wilson |