| 2012 | 1st workshop on recommendation technologies for lifestyle change 2012. Bernd Ludwig, Francesco Ricci, Zerrin Yumak |
| 2012 | 4th ACM RecSys workshop on recommender systems and the social web. Bamshad Mobasher, Dietmar Jannach, Werner Geyer, Andreas Hotho |
| 2012 | 4th workshop on context-aware recommender systems (CARS 2012). Gediminas Adomavicius, Linas Baltrunas, Ernesto William De Luca, Tim Hussein, Alexander Tuzhilin |
| 2012 | A semantic approach to recommending text advertisements for images. Weinan Zhang, Li Tian, Xinruo Sun, Haofen Wang, Yong Yu |
| 2012 | A system for twitter user list curation. Igor Brigadir, Derek Greene, Padraig Cunningham |
| 2012 | Ads and the city: considering geographic distance goes a long way. Diego Sáez-Trumper, Daniele Quercia, Jon Crowcroft |
| 2012 | Alternating least squares for personalized ranking. Gábor Takács, Domonkos Tikk |
| 2012 | An approach to context-based recommendation in software development. Bruno Antunes, Joel Cordeiro, Paulo Gomes |
| 2012 | An open framework for multi-source, cross-domain personalisation with semantic interest graphs. Benjamin Heitmann |
| 2012 | Beyond lists: studying the effect of different recommendation visualizations. Denis Parra |
| 2012 | BlurMe: inferring and obfuscating user gender based on ratings. Udi Weinsberg, Smriti Bhagat, Stratis Ioannidis, Nina Taft |
| 2012 | Building industrial-scale real-world recommender systems. Xavier Amatriain |
| 2012 | CLiMF: learning to maximize reciprocal rank with collaborative less-is-more filtering. Yue Shi, Alexandros Karatzoglou, Linas Baltrunas, Martha A. Larson, Nuria Oliver, Alan Hanjalic |
| 2012 | Case study on the business value impact of personalized recommendations on a large online retailer. Thiago Belluf, Leopoldo Xavier, Ricardo Giglio |
| 2012 | Collaborative learning of preference rankings. Tim Salimans, Ulrich Paquet, Thore Graepel |
| 2012 | Conducting user experiments in recommender systems. Bart P. Knijnenburg |
| 2012 | Constrained collective matrix factorization. Yu-Jia Huang, Evan Wei Xiang, Rong Pan |
| 2012 | Context-aware music recommendation based on latenttopic sequential patterns. Negar Hariri, Bamshad Mobasher, Robin D. Burke |
| 2012 | CubeThat: news article recommender. Sidharth Chhabra, Paul Resnick |
| 2012 | Design and evaluation of a group recommender system. Toon De Pessemier, Simon Dooms, Luc Martens |
| 2012 | Discovering latent factors from movies genres for enhanced recommendation. Marcelo G. Manzato |
| 2012 | Distributed, real-time bayesian learning in online services. Ralf Herbrich |
| 2012 | Dynamic personalized recommendation of comment-eliciting stories. Michal Aharon, Amit Kagian, Ronny Lempel, Yehuda Koren |
| 2012 | Dynamically selecting an appropriate context type for personalisation. Tomás Kramár, Mária Bieliková |
| 2012 | Enlister: baidu's recommender system for the biggest chinese Q&A website. Qiwen Liu, Tianjian Chen, Jing Cai, Dianhai Yu |
| 2012 | Exploiting the characteristics of matrix factorization for active learning in recommender systems. Rasoul Karimi, Christoph Freudenthaler, Alexandros Nanopoulos, Lars Schmidt-Thieme |
| 2012 | Exploiting the web of data in model-based recommender systems. Tommaso Di Noia, Roberto Mirizzi, Vito Claudio Ostuni, Davide Romito |
| 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 | HeyStaks: a real-world deployment of social search. Barry Smyth, Maurice Coyle, Peter Briggs |
| 2012 | High quality recommendations for small communities: the case of a regional parent network. Sven Strickroth, Niels Pinkwart |
| 2012 | How many bits per rating? Daniel Kluver, Tien T. Nguyen, Michael D. Ekstrand, Shilad Sen, John Riedl |
| 2012 | I've got 10 million songs in my pocket: now what? Paul Lamere |
| 2012 | Influential seed items recommendation. Qi Liu, Biao Xiang, Enhong Chen, Yong Ge, Hui Xiong, Tengfei Bao, Yi Zheng |
| 2012 | Inspectability and control in social recommenders. Bart P. Knijnenburg, Svetlin Bostandjiev, John O'Donovan, Alfred Kobsa |
| 2012 | Integrated content marketing. James Griffin |
| 2012 | Local implicit feedback mining for music recommendation. Diyi Yang, Tianqi Chen, Weinan Zhang, Qiuxia Lu, Yong Yu |
| 2012 | Local learning of item dissimilarity using content and link structure. Abir De, Maunendra Sankar Desarkar, Niloy Ganguly, Pabitra Mitra |
| 2012 | Making recommendations in a microblog to improve the impact of a focal user. Shanchan Wu, Leanna Gong, William Rand, Louiqa Raschid |
| 2012 | Multiple objective optimization in recommender systems. Mario Rodríguez, Christian Posse, Ethan Zhang |
| 2012 | On top-k recommendation using social networks. Xiwang Yang, Harald Steck, Yang Guo, Yong Liu |
| 2012 | Online controlled experiments: introduction, learnings, and humbling statistics. Ron Kohavi |
| 2012 | Optimal radio channel recommendations with explicit and implicit feedback. Omar Moling, Linas Baltrunas, Francesco Ricci |
| 2012 | Pareto-efficient hybridization for multi-objective recommender systems. Marco Túlio Ribeiro, Anísio Lacerda, Adriano Veloso, Nivio Ziviani |
| 2012 | Personality-based recommender systems: an overview. Maria Augusta Silveira Netto Nunes, Rong Hu |
| 2012 | Personalizing the local mobile experience: workshop at RecSys 2012. Henriette Cramer, Karen Church, Neal Lathia, Daniele Quercia |
| 2012 | Probabilistic news recommender systems with feedback. Shankar Prawesh, Balaji Padmanabhan |
| 2012 | Ranking with non-random missing ratings: influence of popularity and positivity on evaluation metrics. Bruno Pradel, Nicolas Usunier, Patrick Gallinari |
| 2012 | Real-time top-n recommendation in social streams. Ernesto Diaz-Aviles, Lucas Drumond, Lars Schmidt-Thieme, Wolfgang Nejdl |
| 2012 | RecSys'12 workshop on human decision making in recommender systems. Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro, Martijn C. Willemsen |
| 2012 | RecSys'12 workshop on interfaces for recommender systems (InterfaceRS'12). Nava Tintarev, Rong Hu, Pearl Pu |
| 2012 | Recommendation challenges in web media settings. Ronny Lempel |
| 2012 | Recommender systems challenge 2012. Nikos Manouselis, Alan Said, Domonkos Tikk, Jannis Hermanns, Benjamin Kille, Hendrik Drachsler, Katrien Verbert, Kris Jack |
| 2012 | Recommenders for the enterprise: event, contact, and group. Abigail S. Gertner, Beth Lavender, James Winston |
| 2012 | Recommending academic papers via users' reading purposes. Yichen Jiang, Aixia Jia, Yansong Feng, Dongyan Zhao |
| 2012 | Recommending interesting events in real-time with foursquare check-ins. Max Sklar, Blake Shaw, Andrew Hogue |
| 2012 | Reducing the sparsity of contextual information for recommender systems. Dusan Zeleník, Mária Bieliková |
| 2012 | Remembering the stars?: effect of time on preference retrieval from memory. Dirk G. F. M. Bollen, Mark P. Graus, Martijn C. Willemsen |
| 2012 | Review quality aware collaborative filtering. Sindhu Raghavan, Suriya Gunasekar, Joydeep Ghosh |
| 2012 | Scalable similarity-based neighborhood methods with MapReduce. Sebastian Schelter, Christoph Boden, Volker Markl |
| 2012 | Sixth ACM Conference on Recommender Systems, RecSys '12, Dublin, Ireland, September 9-13, 2012 Padraig Cunningham, Neil J. Hurley, Ido Guy, Sarabjot Singh Anand |
| 2012 | Social referral: leveraging network connections to deliver recommendations. Mohammad Shafkat Amin, Baoshi Yan, Sripad Sriram, Anmol Bhasin, Christian Posse |
| 2012 | Sparse linear methods with side information for top-n recommendations. Xia Ning, George Karypis |
| 2012 | Spotting trends: the wisdom of the few. Xiaolan Sha, Daniele Quercia, Pietro Michiardi, Matteo Dell'Amico |
| 2012 | Swarming to rank for recommender systems. Ernesto Diaz-Aviles, Mihai Georgescu, Wolfgang Nejdl |
| 2012 | TasteWeights: a visual interactive hybrid recommender system. Svetlin Bostandjiev, John O'Donovan, Tobias Höllerer |
| 2012 | The Xbox recommender system. Noam Koenigstein, Nir Nice, Ulrich Paquet, Nir Schleyen |
| 2012 | The challenge of recommender systems challenges. Alan Said, Domonkos Tikk, Andreas Hotho |
| 2012 | The demonstration of the reviewer's assistant. Ruihai Dong, Markus Schaal, Michael P. O'Mahony, Kevin McCarthy, Barry Smyth |
| 2012 | The influence of knowledgeable explanations on users' perception of a recommender system. Markus Zanker |
| 2012 | The user-centered design of a recommender system for a universal library catalogue. Simon Wakeling |
| 2012 | User effort vs. accuracy in rating-based elicitation. Paolo Cremonesi, Franca Garzotto, Roberto Turrin |
| 2012 | Using graph partitioning techniques for neighbour selection in user-based collaborative filtering. Alejandro Bellogín, Javier Parapar |
| 2012 | Using group recommendation heuristics for the prioritization of requirements. Gerald Ninaus |
| 2012 | Using ratings to profile your health. Neal Lathia |
| 2012 | Utilising document content for tag recommendation in folksonomies. Nikolas Landia |
| 2012 | When recommenders fail: predicting recommender failure for algorithm selection and combination. Michael D. Ekstrand, John Riedl |
| 2012 | Workshop on recommendation utility evaluation: beyond RMSE - RUE 2012. Xavier Amatriain, Pablo Castells, Arjen P. de Vries, Christian Posse |
| 2012 | Yokie: explorations in curated real-time search & discovery using twitter. Owen Phelan, Kevin McCarthy, Barry Smyth |
| 2012 | pGPA: a personalized grade prediction tool to aid student success. Mark Sheehan, Young Park |