| 2010 | The YouTube video recommendation system. | James Davidson, Benjamin Liebald, Junning Liu, Palash Nandy, Taylor Van Vleet, Ullas Gargi, Sujoy Gupta, Yu He, Mike Lambert, Blake Livingston, Dasarathi Sampath |
| 2010 | The network effects of recommending social connections. | Elizabeth M. Daly, Werner Geyer, David R. Millen |
| 2010 | Performance of recommender algorithms on top-n recommendation tasks. | Paolo Cremonesi, Yehuda Koren, Roberto Turrin |
| 2010 | An Architecture for a General Purpose Multi-Algorithm Recommender System. | Jos Carlos Cortizo, Francisco M. Carrero, Borja Monsalve |
| 2010 | Music recommendations with temporal context awareness. | Toni Cebrin, Marc Planagum, Paulo Villegas, Xavier Amatriain |
| 2010 | Eye-tracking product recommenders' usage. | Sylvain Castagnos, Nicolas Jones, Pearl Pu |
| 2010 | User data distributed on the social web: how to identify users on different social systems and collecting data about them. | Francesca Carmagnola, Francesco Osborne, Ilaria Torre |
| 2010 | Content-based recommendation in social tagging systems. | Ivn Cantador, Alejandro Bellogn, David Vallet |
| 2010 | Evaluating the dynamic properties of recommendation algorithms. | Robin D. Burke |
| 2010 | Workshop on information heterogeneity and fusion in recommender systems (HetRec 2010). | Peter Brusilovsky, Ivn Cantador, Yehuda Koren, Tsvi Kuflik, Markus Weimer |
| 2010 | Groups Identification and Individual Recommendations in Group Recommendation Algorithms. | Ludovico Boratto, Salvatore Carta, Michele Satta |
| 2010 | Understanding choice overload in recommender systems. | Dirk G. F. M. Bollen, Bart P. Knijnenburg, Martijn C. Willemsen, Mark P. Graus |
| 2010 | Recommender algorithms in activity motivating games. | Shlomo Berkovsky, Jill Freyne, Mac Coombe, Dipak Bhandari |
| 2010 | Group-based recipe recommendations: analysis of data aggregation strategies. | Shlomo Berkovsky, Jill Freyne |
| 2010 | A supervised machine learning link prediction approach for academic collaboration recommendation. | Nesserine Benchettara, Rushed Kanawati, Cline Rouveirol |
| 2010 | A study of heterogeneity in recommendations for a social music service. | Alejandro Bellogn, Ivn Cantador, Pablo Castells |
| 2010 | From Recordings to Recommendations: Suggesting Live Events in the DVR Context. | Alessandro Basso, Marco Milanesio, Andr Panisson, Giancarlo Ruffo |
| 2010 | Geolocated movie recommendations based on expert collaborative filtering. | Josep Bachs Barrio, Xavier Amatriain Rubio |
| 2010 | Group recommendations with rank aggregation and collaborative filtering. | Linas Baltrunas, Tadas Makcinskas, Francesco Ricci |
| 2010 | On-demand set-based recommendations. | Suhrid Balakrishnan |
| 2010 | A lightweight privacy preserving SMS-based recommendation system for mobile users. | Elisa Baglioni, Luca Becchetti, Lorenzo Bergamini, Ugo Maria Colesanti, Luca Filipponi, Andrea Vitaletti, Giuseppe Persiano |
| 2010 | Query intent prediction and recommendation. | Ricardo Baeza-Yates |
| 2010 | A belief propagation based recommender system for online services. | Erman Ayday, Faramarz Fekri |
| 2010 | Workshop report: WOMRAD 2010. | Amelie Anglade, Claudio Baccigalupo, Norman Casagrande, scar Celma, Paul Lamere |
| 2010 | Modeling recommendation as a social choice problem. | Massimiliano Albanese, Antonio d'Acierno, Vincenzo Moscato, Fabio Persia, Antonio Picariello |