| 2015 | Keynote: Capturing User Interests for Content-based Recommendations. | Frank Hopfgartner |
| 2015 | Context-aware Preference Modeling with Factorization. | Balzs Hidasi |
| 2015 | Automated Recommendation of Healthy, Personalised Meal Plans. | Morgan Harvey, David Elsweiler |
| 2015 | Putting Users in Control of their Recommendations. | F. Maxwell Harper, Funing Xu, Harmanpreet Kaur, Kyle Condiff, Shuo Chang, Loren G. Terveen |
| 2015 | Survey of User Profiling in News Recommender Systems. | Mahboobeh Harandi, Jon Atle Gulla |
| 2015 | News2Images: Automatically Summarizing News Articles into Image-Based Contents via Deep Learning. | Jung-Woo Ha, Dongyeop Kang, Hyuna Pyo, Jeonghee Kim |
| 2015 | The Role of User Location in Personalized Search and Recommendation. | Ido Guy |
| 2015 | Uncovering Systematic Bias in Ratings across Categories: a Bayesian Approach. | Fangjian Guo, David B. Dunson |
| 2015 | 3rd International Workshop on News Recommendation and Analytics (INRA 2015). | Jon Atle Gulla, Bei Yu, zlem zgbek, Nafiseh Shabib |
| 2015 | Latent Trajectory Modeling: A Light and Efficient Way to Introduce Time in Recommender Systems. | lie Gurdia-Sebaoun, Vincent Guigue, Patrick Gallinari |
| 2015 | POI Recommendation: Towards Fused Matrix Factorization with Geographical and Temporal Influences. | Jean-Benot Griesner, Talel Abdessalem, Hubert Naacke |
| 2015 | Improving the User Experience during Cold Start through Choice-Based Preference Elicitation. | Mark P. Graus, Martijn C. Willemsen |
| 2015 | Generic knowledge-based Analysis of Social Media for Recommendations. | Victor de Graaff, Anne van de Venis, Maurice van Keulen, Rolf A. de By |
| 2015 | Automatic Recommendations of Categories for Geospatial Entities. | Giorgos Giannopoulos, Nikos Karagiannakis, Dimitrios Skoutas, Spiros Athanasiou |
| 2015 | Factorization Machines for Hybrid Recommendation Systems Based on Behavioral, Product, and Customer Data. | Stijn Geuens |
| 2015 | Health-aware Food Recommender System. | Mouzhi Ge, Francesco Ricci, David Massimo |
| 2015 | Analysis of User-generated Content for Improving YouTube Video Recommendation. | Michele Galli, Davide Feltoni Gurini, Fabio Gasparetti, Alessandro Micarelli, Giuseppe Sansonetti |
| 2015 | PushTrust: An Efficient Recommendation Algorithm by Leveraging Trust and Distrust Relations. | Rana Forsati, Iman Barjasteh, Farzan Masrour, Abdol-Hossein Esfahanian, Hayder Radha |
| 2015 | An Adaptive Electronic Menu System for Restaurants. | Paulo Henrique Azevedo Filho, Wolfgang Wrndl |
| 2015 | Predicting Personality Traits with Instagram Pictures. | Bruce Ferwerda, Markus Schedl, Marko Tkalcic |
| 2015 | Fostering Knowledge Exchange Using Group Recommendations. | Alexander Felfernig, Martin Stettinger, Gerhard Leitner |
| 2015 | Purchase Prediction and Item Suggestion based on HTTP sessions in absence of User Information. | Pouya Esmailian, Mahdi Jalili |
| 2015 | Towards Automatic Meal Plan Recommendations for Balanced Nutrition. | David Elsweiler, Morgan Harvey |
| 2015 | Interaction Design in a Mobile Food Recommender System. | Mehdi Elahi, Mouzhi Ge, Francesco Ricci, Ignacio Fernndez-Tobas, Shlomo Berkovsky, David Massimo |
| 2015 | Letting Users Choose Recommender Algorithms: An Experimental Study. | Michael D. Ekstrand, Daniel Kluver, F. Maxwell Harper, Joseph A. Konstan |