| 2012 | Toward a New Protocol to Evaluate Recommender Systems. | Frank Meyer, Franoise Fessant, Fabrice Clrot, ric Gaussier |
| 2012 | Discovering latent factors from movies genres for enhanced recommendation. | Marcelo G. Manzato |
| 2012 | Recommender systems challenge 2012. | Nikos Manouselis, Alan Said, Domonkos Tikk, Jannis Hermanns, Benjamin Kille, Hendrik Drachsler, Katrien Verbert, Kris Jack |
| 2012 | The Effect of Sensitivity Analysis on the Usage of Recommender Systems. | Martina Maida, Konradin Maier, Nikolaus Obwegeser, Volker Stix |
| 2012 | 1st workshop on recommendation technologies for lifestyle change 2012. | Bernd Ludwig, Francesco Ricci, Zerrin Yumak |
| 2012 | Influential seed items recommendation. | Qi Liu, Biao Xiang, Enhong Chen, Yong Ge, Hui Xiong, Tengfei Bao, Yi Zheng |
| 2012 | Enlister: baidu's recommender system for the biggest chinese Q&A website. | Qiwen Liu, Tianjian Chen, Jing Cai, Dianhai Yu |
| 2012 | Finding a needle in a haystack of reviews: cold start context-based hotel recommender system demo. | Asher Levi, Osnat Mokryn, Christophe Diot, Nina Taft |
| 2012 | Finding a needle in a haystack of reviews: cold start context-based hotel recommender system. | Asher Levi, Osnat Mokryn, Christophe Diot, Nina Taft |
| 2012 | Recommendation challenges in web media settings. | Ronny Lempel |
| 2012 | Using ratings to profile your health. | Neal Lathia |
| 2012 | Extending FolkRank with content data. | Nikolas Landia, Sarabjot Singh Anand, Andreas Hotho, Robert Jschke, Stephan Doerfel, Folke Mitzlaff |
| 2012 | Utilising document content for tag recommendation in folksonomies. | Nikolas Landia |
| 2012 | I've got 10 million songs in my pocket: now what? | Paul Lamere |
| 2012 | Online dating recommender systems: the split-complex number approach. | Jrme Kunegis, Gerd Grner, Thomas Gottron |
| 2012 | Dynamically selecting an appropriate context type for personalisation. | Toms Kramr, Mria Bielikov |
| 2012 | Online controlled experiments: introduction, learnings, and humbling statistics. | Ron Kohavi |
| 2012 | The Xbox recommender system. | Noam Koenigstein, Nir Nice, Ulrich Paquet, Nir Schleyen |
| 2012 | Inspectability and control in social recommenders. | Bart P. Knijnenburg, Svetlin Bostandjiev, John O'Donovan, Alfred Kobsa |
| 2012 | Conducting user experiments in recommender systems. | Bart P. Knijnenburg |
| 2012 | How many bits per rating? | Daniel Kluver, Tien T. Nguyen, Michael D. Ekstrand, Shilad Sen, John Riedl |
| 2012 | Modeling Difficulty in Recommender Systems. | Benjamin Kille |
| 2012 | Exploiting the characteristics of matrix factorization for active learning in recommender systems. | Rasoul Karimi, Christoph Freudenthaler, Alexandros Nanopoulos, Lars Schmidt-Thieme |
| 2012 | Enhancement of the Neutrality in Recommendation. | Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma |
| 2012 | Recommending academic papers via users' reading purposes. | Yichen Jiang, Aixia Jia, Yansong Feng, Dongyan Zhao |