| 2010 | Nantonac collaborative filtering: a model-based approach. | Toshihiro Kamishima, Shotaro Akaho |
| 2010 | Comparison of implicit and explicit feedback from an online music recommendation service. | Gawesh Jawaheer, Martin Szomszor, Patty Kostkova |
| 2010 | Characterisation of explicit feedback in an online music recommendation service. | Gawesh Jawaheer, Martin Szomszor, Patty Kostkova |
| 2010 | Towards context-aware personalization and a broad perspective on the semantics of news articles. | Jeremy Jancsary, Friedrich Neubarth, Harald Trost |
| 2010 | Optimizing multiple objectives in collaborative filtering. | Tamas Jambor, Jun Wang |
| 2010 | A matrix factorization technique with trust propagation for recommendation in social networks. | Mohsen Jamali, Martin Ester |
| 2010 | Personalizing the settings for Cf-based recommender systems. | Il Im, Byung Ho Kim |
| 2010 | Design and user issues in personality-based recommender systems. | Rong Hu |
| 2010 | Behavior Based Adaptive Navigation Support. | Michal Holub, Mria Bielikov |
| 2010 | An architecture for privacy-enabled user profile portability on the web of data. | Benjamin Heitmann, James G. Boram Kim, Alexandre Passant, Conor Hayes, Hong-Gee Kim |
| 2010 | Recommending twitter users to follow using content and collaborative filtering approaches. | John Hannon, Mike Bennett, Barry Smyth |
| 2010 | MED-StyleR: METABO diabetes-lifestyle recommender. | Stephan Hammer, Jonghwa Kim, Elisabeth Andr |
| 2010 | Will recommenders kill search?: recommender systems - an industry perspective. | Ido Guy, Alejandro Jaimes, Pau Agull, Pat Moore, Palash Nandy, Chahab Nastar, Henrik Schinzel |
| 2010 | An approach to situational market segmentation on on-line newspapers based on current tasks. | Anne Gutschmidt |
| 2010 | 2nd workshop on recommender systems and the social web. | Werner Geyer, Jill Freyne, Bamshad Mobasher, Sarabjot S. Anand, Casey Dugan |
| 2010 | Beyond accuracy: evaluating recommender systems by coverage and serendipity. | Mouzhi Ge, Carla Delgado-Battenfeld, Dietmar Jannach |
| 2010 | Recommending based on rating frequencies. | Fatih Gedikli, Dietmar Jannach |
| 2010 | Social networking feeds: recommending items of interest. | Jill Freyne, Shlomo Berkovsky, Elizabeth M. Daly, Werner Geyer |
| 2010 | Social navigation for the spoken web. | Robert G. Farrell, Nitendra Rajput, Rajarshi Das, Catalina M. Danis, Ketki A. Dhanesha |
| 2010 | On the real-time web as a source of recommendation knowledge. | Sandra Garcia Esparza, Michael P. O'Mahony, Barry Smyth |
| 2010 | Automatically building research reading lists. | Michael D. Ekstrand, Praveen Kannan, James A. Stemper, John T. Butler, Joseph A. Konstan, John Riedl |
| 2010 | A user meta-model for context-aware recommender systems. | Jon Imanol Durn, Juhani Laitakari, Daniel Pakkala, Juho Perl |
| 2010 | LDA for on-the-fly auto tagging. | Ernesto Diaz-Aviles, Mihai Georgescu, Avar Stewart, Wolfgang Nejdl |
| 2010 | Aggregating preference graphs for collaborative rating prediction. | Maunendra Sankar Desarkar, Sudeshna Sarkar, Pabitra Mitra |
| 2010 | Iterative voting under uncertainty for group recommender systems. | Lihi Naamani Dery, Meir Kalech, Lior Rokach, Bracha Shapira |