| 2007 | A hybrid social-acoustic recommendation system for popular music. Justin Donaldson |
| 2007 | A multiagent knowledge-based recommender approach with truth maintenance. Fabiana Lorenzi |
| 2007 | A probabilistic model for item-based recommender systems. Ming Li, M. Benjamin Dias, Wael El-Deredy, Paulo J. G. Lisboa |
| 2007 | A recommender system for on-line course enrolment: an initial study. Michael P. O'Mahony, Barry Smyth |
| 2007 | A recursive prediction algorithm for collaborative filtering recommender systems. Jiyong Zhang, Pearl Pu |
| 2007 | Addressing uncertainty in implicit preferences. Sandra Clara Gadanho, Nicolas Lhuillier |
| 2007 | Can social information retrieval enhance the discovery and reuse of digital educational content? Riina Vuorikari |
| 2007 | Case amazon: ratings and reviews as part of recommendations. Juha Leino, Kari-Jouko Räihä |
| 2007 | Comparing and evaluating information retrieval algorithms for news recommendation. Toine Bogers, Antal van den Bosch |
| 2007 | Complex-network theoretic clustering for identifying groups of similar listeners in p2p systems. Amelie Anglade, Marco Tiemann, Fabio Vignoli |
| 2007 | Conversational recommenders with adaptive suggestions. Paolo Viappiani, Pearl Pu, Boi Faltings |
| 2007 | Distributed collaborative filtering with domain specialization. Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci |
| 2007 | Effective explanations of recommendations: user-centered design. Nava Tintarev, Judith Masthoff |
| 2007 | Eigentaste 5.0: constant-time adaptability in a recommender system using item clustering. Tavi Nathanson, Ephrat Bitton, Kenneth Y. Goldberg |
| 2007 | Elicitation of profile attributes by transparent communication. Mike Radmacher |
| 2007 | Enhancing privacy and preserving accuracy of a distributed collaborative filtering. Shlomo Berkovsky, Yaniv Eytani, Tsvi Kuflik, Francesco Ricci |
| 2007 | Evaluating information presentation strategies for spoken recommendations. Andi Winterboer, Johanna D. Moore |
| 2007 | Evaluating sources of implicit feedback in web searches. Xin Fu |
| 2007 | Explanations of recommendations. Nava Tintarev |
| 2007 | Improving new user recommendations with rule-based induction on cold user data. An-Te Nguyen, Nathalie Denos, Catherine Berrut |
| 2007 | Incorporating user control into recommender systems based on naive bayesian classification. Verus Pronk, Wim F. J. Verhaegh, Adolf Proidl, Marco Tiemann |
| 2007 | Influence-based collaborative active learning. Neil Rubens, Masashi Sugiyama |
| 2007 | Leveraging aggregate ratings for better recommendations. Akhmed Umyarov, Alexander Tuzhilin |
| 2007 | Private distributed collaborative filtering using estimated concordance measures. Neal Lathia, Stephen Hailes, Licia Capra |
| 2007 | Proceedings of the 2007 ACM Conference on Recommender Systems, RecSys 2007, Minneapolis, MN, USA, October 19-20, 2007 Joseph A. Konstan, John Riedl, Barry Smyth |
| 2007 | Replaying live-user interactions in the off-line evaluation of critique-based mobile recommendations. Quang Nhat Nguyen, Francesco Ricci |
| 2007 | Robust collaborative filtering. Bhaskar Mehta, Thomas Hofmann, Wolfgang Nejdl |
| 2007 | Robustness of collaborative recommendation based on association rule mining. Jeff J. Sandvig, Bamshad Mobasher, Robin D. Burke |
| 2007 | Supporting product selection with query editing recommendations. Derek G. Bridge, Francesco Ricci |
| 2007 | Supporting social recommendations with activity-balanced clustering. F. Maxwell Harper, Shilad Sen, Dan Frankowski |
| 2007 | Techlens: a researcher's desktop. Nishikant Kapoor, Jilin Chen, John T. Butler, Gary C. Fouty, James A. Stemper, John Riedl, Joseph A. Konstan |
| 2007 | The challenges of recommending digital selves in physical spaces. Joseph F. McCarthy |
| 2007 | The evaluation of a hybrid critiquing system with preference-based recommendations organization. Li Chen, Pearl Pu |
| 2007 | The influence limiter: provably manipulation-resistant recommender systems. Paul Resnick, Rahul Sami |
| 2007 | The keepup recommender system. Andrew Webster, Julita Vassileva |
| 2007 | Toward the exploitation of social access patterns for recommendation. Jill Freyne, Rosta Farzan, Maurice Coyle |
| 2007 | Towards ensemble learning for hybrid music recommendation. Marco Tiemann, Steffen Pauws |
| 2007 | Trust-aware recommender systems. Paolo Massa, Paolo Avesani |
| 2007 | Usage-based web recommendations: a reinforcement learning approach. Nima Taghipour, Ahmad A. Kardan, Saeed Shiry Ghidary |