| 2012 | Recommendation Systems in the Scope of Opinion Formation: a Model. | Marcel Blattner, Mats Medo |
| 2012 | Recommending Personalized Query Revisions. | Henry Blanco, Francesco Ricci, Derek G. Bridge |
| 2012 | Case study on the business value impact of personalized recommendations on a large online retailer. | Thiago Belluf, Leopoldo Xavier, Ricardo Giglio |
| 2012 | Using graph partitioning techniques for neighbour selection in user-based collaborative filtering. | Alejandro Bellogn, Javier Parapar |
| 2012 | How Similar is Rating Similarity to Content Similarity? | Osman Baskaya, Tevfik Aytekin |
| 2012 | An approach to context-based recommendation in software development. | Bruno Antunes, Joel Cordeiro, Paulo Gomes |
| 2012 | Social referral: leveraging network connections to deliver recommendations. | Mohammad Shafkat Amin, Baoshi Yan, Sripad Sriram, Anmol Bhasin, Christian Posse |
| 2012 | Workshop on recommendation utility evaluation: beyond RMSE - RUE 2012. | Xavier Amatriain, Pablo Castells, Arjen P. de Vries, Christian Posse |
| 2012 | Building industrial-scale real-world recommender systems. | Xavier Amatriain |
| 2012 | Dynamic personalized recommendation of comment-eliciting stories. | Michal Aharon, Amit Kagian, Ronny Lempel, Yehuda Koren |
| 2012 | Iterative Smoothing Technique for Improving the Stability of Recommender Systems. | Gediminas Adomavicius, Jingjing Zhang |
| 2012 | 4th workshop on context-aware recommender systems (CARS 2012). | Gediminas Adomavicius, Linas Baltrunas, Ernesto William De Luca, Tim Hussein, Alexander Tuzhilin |
| 2012 | Effects of Online Recommendations on Consumers' Willingness to Pay. | Gediminas Adomavicius, Jesse C. Bockstedt, Shawn P. Curley, Jingjing Zhang |
| 2011 | Shared collaborative filtering. | Yu Zhao, Xinping Feng, Jianqiang Li, Bo Liu |
| 2011 | Generalizing matrix factorization through flexible regression priors. | Liang Zhang, Deepak Agarwal, Bee-Chung Chen |
| 2011 | Anchoring effects of recommender systems. | Jingjing Zhang |
| 2011 | Adaptive social similarities for recommender systems. | Le Yu, Rong Pan, Zhangfeng Li |
| 2011 | Factorization vs. regularization: fusing heterogeneous social relationships in top-n recommendation. | Quan Yuan, Li Chen, Shiwan Zhao |
| 2011 | Multi-value probabilistic matrix factorization for IP-TV recommendations. | Yu Xin, Harald Steck |
| 2011 | Recommendations in social media for brand monitoring. | Shanchan Wu, William Rand, Louiqa Raschid |
| 2011 | Semi-SAD: applying semi-supervised learning to shilling attack detection. | Zhiang Wu, Jie Cao, Bo Mao, Youquan Wang |
| 2011 | A model for proactivity in mobile, context-aware recommender systems. | Wolfgang Woerndl, Johannes Huebner, Roland Bader, Daniel Gallego-Vico |
| 2011 | UCERSTI 2: second workshop on user-centric evaluation of recommender systems and their interfaces. | Martijn C. Willemsen, Dirk G. F. M. Bollen, Michael D. Ekstrand |
| 2011 | Utilizing related products for post-purchase recommendation in e-commerce. | Jian Wang, Badrul Sarwar, Neel Sundaresan |
| 2011 | Rank and relevance in novelty and diversity metrics for recommender systems. | Saul Vargas, Pablo Castells |