| 2014 | Improving sales diversity by recommending users to items. | Saul Vargas, Pablo Castells |
| 2014 | Coverage, redundancy and size-awareness in genre diversity for recommender systems. | Sal Vargas, Linas Baltrunas, Alexandros Karatzoglou, Pablo Castells |
| 2014 | Explore-exploit in top-N recommender systems via Gaussian processes. | Hastagiri P. Vanchinathan, Isidor Nikolic, Fabio De Bona, Andreas Krause |
| 2014 | Predicting Component Utilities for Linear-Weighted Hybrid Recommendation. | Fatemeh Vahedian, Robin D. Burke |
| 2014 | Weighted hybrid recommendation for heterogeneous networks. | Fatemeh Vahedian |
| 2014 | Cold-start news recommendation with domain-dependent browse graph. | Michele Trevisiol, Luca Maria Aiello, Rossano Schifanella, Alejandro Jaimes |
| 2014 | RecSys'14 joint workshop on interfaces and human decision making for recommender systems. | Nava Tintarev, John O'Donovan, Peter Brusilovsky, Alexander Felfernig, Giovanni Semeraro, Pasquale Lops |
| 2014 | Factored MDPs for detecting topics of user sessions. | Maryam Tavakol, Ulf Brefeld |
| 2014 | Ensemble contextual bandits for personalized recommendation. | Liang Tang, Yexi Jiang, Lei Li, Tao Li |
| 2014 | Using Social Data for Personalizing Review Rankings. | Vaishak Suresh, Syeda Roohi, Magdalini Eirinaki, Iraklis Varlamis |
| 2014 | Aspect-based opinion mining and recommendationsystem for restaurant reviews. | Vaishak Suresh, Syeda Roohi, Magdalini Eirinaki |
| 2014 | Clinical online recommendation with subgroup rank feedback. | Yanan Sui, Joel W. Burdick |
| 2014 | Choicla: towards domain-independent decision support for groups of users. | Martin Stettinger |
| 2014 | Timely Tip Selection for Foursquare Recommendations. | Max Sklar, Kristian J. Concepcion |
| 2014 | Preference Mapping for Automated Recommendation of Product Attributes for Designing Marketing Content. | Moumita Sinha, Rishiraj Saha Roy |
| 2014 | Recommending Tumblr Blogs to Follow with Inductive Matrix Completion. | Donghyuk Shin, Suleyman Cetintas, Kuang-Chih Lee |
| 2014 | Modeling the effect of people's preferences and social forces on adopting and sharing items. | Amit Sharma |
| 2014 | Attacking item-based recommender systems with power items. | Carlos E. Seminario, David C. Wilson |
| 2014 | Social collaborative filtering for cold-start recommendations. | Suvash Sedhain, Scott Sanner, Darius Braziunas, Lexing Xie, Jordan Christensen |
| 2014 | Long Term Recommender Benchmarking for Mobile Shopping List Applications using Markov Chains. | Sandro Schopfer, Thorben Keller |
| 2014 | Item cold-start recommendations: learning local collective embeddings. | Martin Saveski, Amin Mantrach |
| 2014 | An Extended Data Model Format for Composite Recommendation. | Alan Said, Babak Loni, Roberto Turrin, Andreas Lommatzsch |
| 2014 | Recommender systems challenge 2014. | Alan Said, Simon Dooms, Babak Loni, Domonkos Tikk |
| 2014 | You are What You Eat! Tracking Health Through Recipe Interactions. | Alan Said, Alejandro Bellogn |
| 2014 | Rival: a toolkit to foster reproducibility in recommender system evaluation. | Alan Said, Alejandro Bellogn |