| 2014 | Comparative recommender system evaluation: benchmarking recommendation frameworks. | Alan Said, Alejandro Bellogn |
| 2014 | Content-Based Cross-Domain Recommendations Using Segmented Models. | Shaghayegh Sahebi, Trevor Walker |
| 2014 | Modeling the dynamics of user preferences in coupled tensor factorization. | Dimitrios Rafailidis, Alexandros Nanopoulos |
| 2014 | GASGD: stochastic gradient descent for distributed asynchronous matrix completion via graph partitioning. | Fabio Petroni, Leonardo Querzoni |
| 2014 | A Hybrid Strategy for Privacy-Preserving Recommendations for Mobile Shopping. | Toon De Pessemier, Kris Vanhecke, Luc Martens |
| 2014 | Automating readers' advisory to make book recommendations for K-12 readers. | Maria Soledad Pera, Yiu-Kai Ng |
| 2014 | Assisting Emergent Readers in Finding Books to Read. | Maria Soledad Pera, Yiu-Kai Ng |
| 2014 | Question recommendation for collaborative question answering systems with RankSLDA. | Jos San Pedro, Alexandros Karatzoglou |
| 2014 | Exploiting temporal influence in online recommendation. | Rbert Plovics, Andrs A. Benczr, Levente Kocsis, Tams Kiss, Erzsbet Frig |
| 2014 | An analysis of users' propensity toward diversity in recommendations. | Tommaso Di Noia, Vito Claudio Ostuni, Jessica Rosati, Paolo Tomeo, Eugenio Di Sciascio |
| 2014 | Improving recommender systems: user roles and lifecycles. | Tien T. Nguyen |
| 2014 | Eliciting the users' unknown preferences. | Julia Neidhardt, Rainer Schuster, Leonhard Seyfang, Hannes Werthner |
| 2014 | Computer Security Training Recommender for Developers. | Muhammad Nadeem, Edward B. Allen, Byron J. Williams |
| 2014 | Financial Product Recommendation through Case-based Reasoning and Diversification Techniques. | Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Georgios Lekkas |
| 2014 | Linked Open Data-enabled Strategies for Top-N Recommendations. | Cataldo Musto, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro |
| 2014 | Task-Based User Modelling for Personalization via Probabilistic Matrix Factorization. | Rishabh Mehrotra, Emine Yilmaz, Manisha Verma |
| 2014 | Enhancing personalization and learner engagement through context-aware recommendation in TEL. | Betty Mayeku |
| 2014 | Semantics-aware Content-based Recommender Systems. | Pasquale Lops |
| 2014 | 'Free lunch' enhancement for collaborative filtering with factorization machines. | Babak Loni, Alan Said, Martha A. Larson, Alan Hanjalic |
| 2014 | WrapRec: an easy extension of recommender system libraries. | Babak Loni, Alan Said |
| 2014 | Tell me where to go and what to do next, but do not bother me. | Hongwei Liu, Gang Wu, Guoren Wang |
| 2014 | A robust model for paper reviewer assignment. | Xiang Liu, Torsten Suel, Nasir D. Memon |
| 2014 | Improving the discriminative power of inferred content information using segmented virtual profile. | Haishan Liu, Anuj Goyal, Trevor Walker, Anmol Bhasin |
| 2014 | Towards a dynamic top-N recommendation framework. | Xin Liu, Karl Aberer |
| 2014 | Recommending user generated item lists. | Yidan Liu, Min Xie, Laks V. S. Lakshmanan |