| 2015 | Exploiting Reviews to Guide Users' Selections. | Nevena Dragovic, Maria Soledad Pera |
| 2015 | Merging Latent Factors and Tags to Increase Interactive Control of Recommendations. | Tim Donkers, Benedikt Loepp, Jrgen Ziegler |
| 2015 | Making Meaningful Restaurant Recommendations At OpenTable. | Sudeep Das |
| 2015 | Predicting User-specific Temporal Retweet Count Based on Network and Content Information. | Blint Darczy, Rbert Plovics, Vilmos Wieszner, Richrd Farkas, Andrs A. Benczr |
| 2015 | Crowd Sourcing, with a Few Answers: Recommending Commuters for Traffic Updates. | Elizabeth Daly, Michele Berlingerio, Franois Schnitzler |
| 2015 | In-House Solution for the RecSys Challenge 2015. | Nadav Cohen, Adi Gerzi, David Ben-Shimon, Bracha Shapira, Lior Rokach, Michael Friedmann |
| 2015 | Blockbusters and Wallflowers: Accurate, Diverse, and Scalable Recommendations with Random Walks. | Fabian Christoffel, Bibek Paudel, Chris Newell, Abraham Bernstein |
| 2015 | Linear and Non-Linear Models for Purchase Prediction. | Wenliang Chen, Zhenghua Li, Min Zhang |
| 2015 | Do You Have a Pop Face? Here is a Pop Song. Using Profile Pictures to Mitigate the Cold-start Problem in Music Recommender Systems. | Chih-Ming Chen, Po-Chuan Chien, Yu-Ching Lin, Ming-Feng Tsai, Yi-Hsuan Yang |
| 2015 | Personality in Recommender Systems. | Li Chen |
| 2015 | Dynamic Poisson Factorization. | Laurent Charlin, Rajesh Ranganath, James McInerney, David M. Blei |
| 2015 | A Probabilistic Model for Using Social Networks in Personalized Item Recommendation. | Allison June-Barlow Chaney, David M. Blei, Tina Eliassi-Rad |
| 2015 | A Multimodal Framework for Recognizing Emotional Feedback in Conversational Recommender Systems. | Berardina De Carolis, Marco de Gemmis, Pasquale Lops |
| 2015 | Parsimonious and Adaptive Contextual Information Acquisition in Recommender Systems. | Matthias Braunhofer, Ignacio Fernndez-Tobas, Francesco Ricci |
| 2015 | LocalRec'15: Workshop on Location-Aware Recommendations. | Panagiotis Bouros, Neal Lathia, Matthias Renz, Francesco Ricci, Dimitris Sacharidis |
| 2015 | The Application of Recommender Systems in a Multi Site, Multi Domain Environment. | Steven Bourke |
| 2015 | Second Workshop on New Trends in Content-based Recommender Systems (CBRecSys 2015). | Toine Bogers, Marijn Koolen |
| 2015 | Recommending Fair Payments for Large-Scale Social Ridesharing. | Filippo Bistaffa, Alessandro Farinelli, Georgios Chalkiadakis, Sarvapali D. Ramchurn |
| 2015 | A Multimodal System for Nonverbal Human Feature Recognition in Emotional Framework. | Vitoantonio Bevilacqua, Leonarda Carnimeo, Pietro Guccione, Giuseppe Mastronardi, Antonio Emmanuele Uva, Michele Fiorentino, Giuseppe Monno, Francescomaria Marino, Mariagrazia Dotoli, Nicola Costantino, Michele Dassisti, Nunzia Carbonara |
| 2015 | "Please, Not Now!": A Model for Timing Recommendations. | Nofar Dali Betzalel, Bracha Shapira, Lior Rokach |
| 2015 | The Continuous Cold-start Problem in e-Commerce Recommender Systems. | Lucas Bernardi, Jaap Kamps, Julia Kiseleva, Melanie J. I. Mller |
| 2015 | Applying Differential Privacy to Matrix Factorization. | Arnaud Berlioz, Arik Friedman, Mohamed Ali Kafar, Roksana Boreli, Shlomo Berkovsky |
| 2015 | Emotion-Based Movie Recommendations: How Far Can We Take This? | Shlomo Berkovsky |
| 2015 | Cross-Document Search Engine For Book Recommendation. | Chahinez Benkoussas, Patrice Bellot |
| 2015 | RecSys Challenge 2015 and the YOOCHOOSE Dataset. | David Ben-Shimon, Alexander Tsikinovsky, Michael Friedmann, Bracha Shapira, Lior Rokach, Johannes Hoerle |