| 2007 | Influence-based collaborative active learning. | Neil Rubens, Masashi Sugiyama |
| 2007 | The influence limiter: provably manipulation-resistant recommender systems. | Paul Resnick, Rahul Sami |
| 2007 | Elicitation of profile attributes by transparent communication. | Mike Radmacher |
| 2007 | Incorporating user control into recommender systems based on naive bayesian classification. | Verus Pronk, Wim F. J. Verhaegh, Adolf Proidl, Marco Tiemann |
| 2007 | A recommender system for on-line course enrolment: an initial study. | Michael P. O'Mahony, Barry Smyth |
| 2007 | Replaying live-user interactions in the off-line evaluation of critique-based mobile recommendations. | Quang Nhat Nguyen, Francesco Ricci |
| 2007 | Improving new user recommendations with rule-based induction on cold user data. | An-Te Nguyen, Nathalie Denos, Catherine Berrut |
| 2007 | Eigentaste 5.0: constant-time adaptability in a recommender system using item clustering. | Tavi Nathanson, Ephrat Bitton, Kenneth Y. Goldberg |
| 2007 | Robust collaborative filtering. | Bhaskar Mehta, Thomas Hofmann, Wolfgang Nejdl |
| 2007 | The challenges of recommending digital selves in physical spaces. | Joseph F. McCarthy |
| 2007 | Trust-aware recommender systems. | Paolo Massa, Paolo Avesani |
| 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 | Case amazon: ratings and reviews as part of recommendations. | Juha Leino, Kari-Jouko Rih |
| 2007 | Private distributed collaborative filtering using estimated concordance measures. | Neal Lathia, Stephen Hailes, Licia Capra |
| 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 | Supporting social recommendations with activity-balanced clustering. | F. Maxwell Harper, Shilad Sen, Dan Frankowski |
| 2007 | Addressing uncertainty in implicit preferences. | Sandra Clara Gadanho, Nicolas Lhuillier |
| 2007 | Evaluating sources of implicit feedback in web searches. | Xin Fu |
| 2007 | Toward the exploitation of social access patterns for recommendation. | Jill Freyne, Rosta Farzan, Maurice Coyle |
| 2007 | A hybrid social-acoustic recommendation system for popular music. | Justin Donaldson |
| 2007 | The evaluation of a hybrid critiquing system with preference-based recommendations organization. | Li Chen, Pearl Pu |
| 2007 | Supporting product selection with query editing recommendations. | Derek G. Bridge, Francesco Ricci |
| 2007 | Comparing and evaluating information retrieval algorithms for news recommendation. | Toine Bogers, Antal van den Bosch |
| 2007 | Distributed collaborative filtering with domain specialization. | Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci |