| 2011 | 3rd workshop on context-aware recommender systems (CARS 2011). Gediminas Adomavicius, Linas Baltrunas, Tim Hussein, Francesco Ricci, Alexander Tuzhilin |
| 2011 | 3rd workshop on recommender systems and the social web. Jill Freyne, Sarabjot Singh Anand, Ido Guy, Andreas Hotho |
| 2011 | A generalized stochastic block model for recommendation in social rating networks. Mohsen Jamali, Tianle Huang, Martin Ester |
| 2011 | A market-based approach to address the new item problem. Sarabjot Singh Anand, Nathan Griffiths |
| 2011 | A model for proactivity in mobile, context-aware recommender systems. Wolfgang Woerndl, Johannes Huebner, Roland Bader, Daniel Gallego-Vico |
| 2011 | A pragmatic procedure to support the user-centric evaluation of recommender systems. Bart P. Knijnenburg, Martijn C. Willemsen, Alfred Kobsa |
| 2011 | A probabilistic definition of item similarity. Oliver Jojic, Manu Shukla, Niranjan Bhosarekar |
| 2011 | A user-centric evaluation framework for recommender systems. Pearl Pu, Li Chen, Rong Hu |
| 2011 | Adaptive social similarities for recommender systems. Le Yu, Rong Pan, Zhangfeng Li |
| 2011 | Anchoring effects of recommender systems. Jingjing Zhang |
| 2011 | Applications of the conjugate gradient method for implicit feedback collaborative filtering. Gábor Takács, István Pilászy, Domonkos Tikk |
| 2011 | Challenge on context-aware movie recommendation: CAMRa2011. Alan Said, Shlomo Berkovsky, Ernesto William De Luca, Jannis Hermanns |
| 2011 | Collaborative filtering with collective training. Yong Ge, Hui Xiong, Alexander Tuzhilin, Qi Liu |
| 2011 | Collaborative temporal order modeling. Alexandros Karatzoglou |
| 2011 | Content-boosted matrix factorization for recommender systems: experiments with recipe recommendation. Peter Forbes, Mu Zhu |
| 2011 | CrimeWalker: a recommendation model for suspect investigation. Mohammad A. Tayebi, Mohsen Jamali, Martin Ester, Uwe Glässer, Richard Frank |
| 2011 | Design guidelines for mobile group recommender systems to handle inaccurate or missing location data. Markus Tschersich |
| 2011 | Distributed rating prediction in user generated content streams. Sibren Isaacman, Stratis Ioannidis, Augustin Chaintreau, Margaret Martonosi |
| 2011 | Each to his own: how different users call for different interaction methods in recommender systems. Bart P. Knijnenburg, Niels J. M. Reijmer, Martijn C. Willemsen |
| 2011 | Effective event discovery: using location and social information for scoping event recommendations. Elizabeth M. Daly, Werner Geyer |
| 2011 | Enhancing collaborative filtering systems with personality information. Rong Hu, Pearl Pu |
| 2011 | Factorization vs. regularization: fusing heterogeneous social relationships in top-n recommendation. Quan Yuan, Li Chen, Shiwan Zhao |
| 2011 | Generalizing matrix factorization through flexible regression priors. Liang Zhang, Deepak Agarwal, Bee-Chung Chen |
| 2011 | Group recommendation using feature space representing behavioral tendency and power balance among members. Shunichi Seko, Takashi Yagi, Manabu Motegi, Shin-yo Muto |
| 2011 | Intelligent web usage clustering based recommender system. Shafiq Alam |
| 2011 | Interactive multi-party critiquing for group recommendation. Francesca Guzzi, Francesco Ricci, Robin D. Burke |
| 2011 | Interface and interaction design for group and social recommender systems. Yu Chen |
| 2011 | Item popularity and recommendation accuracy. Harald Steck |
| 2011 | LOGO: a long-short user interest integration in personalized news recommendation. Lei Li, Li Zheng, Tao Li |
| 2011 | LensKit: a modular recommender framework. Michael D. Ekstrand, Michael Ludwig, Jack Kolb, John Riedl |
| 2011 | Leveraging the linkedin social network data for extracting content-based user profiles. Pasquale Lops, Marco de Gemmis, Giovanni Semeraro, Fedelucio Narducci, Cataldo Musto |
| 2011 | Machine learned job recommendation. Ioannis K. Paparrizos, Berkant Barla Cambazoglu, Aristides Gionis |
| 2011 | Matrix factorization techniques for context aware recommendation. Linas Baltrunas, Bernd Ludwig, Francesco Ricci |
| 2011 | Modeling item selection and relevance for accurate recommendations: a bayesian approach. Nicola Barbieri, Gianni Costa, Giuseppe Manco, Riccardo Ortale |
| 2011 | Multi-criteria service recommendation based on user criteria preferences. Liwei Liu, Nikolay Mehandjiev, Dong-Ling Xu |
| 2011 | Multi-value probabilistic matrix factorization for IP-TV recommendations. Yu Xin, Harald Steck |
| 2011 | Music recommendation and discovery revisited. Òscar Celma, Paul Lamere |
| 2011 | My head is your tail: applying link analysis on long-tailed music listening behavior for music recommendation. Kibeom Lee, Kyogu Lee |
| 2011 | MyMediaLite: a free recommender system library. Zeno Gantner, Steffen Rendle, Christoph Freudenthaler, Lars Schmidt-Thieme |
| 2011 | OrdRec: an ordinal model for predicting personalized item rating distributions. Yehuda Koren, Joe Sill |
| 2011 | Personalized PageRank vectors for tag recommendations: inside FolkRank. Heung-Nam Kim, Abdulmotaleb El Saddik |
| 2011 | Personalized activity streams: sifting through the "river of news". Ido Guy, Inbal Ronen, Ariel Raviv |
| 2011 | Power to the people: exploring neighbourhood formations in social recommender system. Steven Bourke, Kevin McCarthy, Barry Smyth |
| 2011 | Precision-oriented evaluation of recommender systems: an algorithmic comparison. Alejandro Bellogín, Pablo Castells, Iván Cantador |
| 2011 | Predicting performance in recommender systems. Alejandro Bellogín |
| 2011 | Proceedings of the 2011 ACM Conference on Recommender Systems, RecSys 2011, Chicago, IL, USA, October 23-27, 2011 Bamshad Mobasher, Robin D. Burke, Dietmar Jannach, Gediminas Adomavicius |
| 2011 | Product recommendation and rating prediction based on multi-modal social networks. Panagiotis Symeonidis, Eleftherios Tiakas, Yannis Manolopoulos |
| 2011 | Random walk based entity ranking on graph for multidimensional recommendation. SangKeun Lee, Sang-il Song, Minsuk Kahng, Dongjoo Lee, Sang-goo Lee |
| 2011 | Rank and relevance in novelty and diversity metrics for recommender systems. Saul Vargas, Pablo Castells |
| 2011 | Rating: how difficult is it? E. Isaac Sparling, Shilad Sen |
| 2011 | RecSys'11 workshop on human decision making in recommender systems. Alexander Felfernig, Li Chen, Monika Mandl |
| 2011 | Recommendations as a conversation with the user. Daniel Tunkelang |
| 2011 | Recommendations in social media for brand monitoring. Shanchan Wu, William Rand, Louiqa Raschid |
| 2011 | Recommender systems at the long tail. Neel Sundaresan |
| 2011 | Recommenders benchmark framework. Aviram Dayan, Guy Katz, Naseem Biasdi, Lior Rokach, Bracha Shapira, Aykan Aydin, Roland Schwaiger, Radmila Fishel |
| 2011 | Recommending music for places of interest in a mobile travel guide. Matthias Braunhofer, Marius Kaminskas, Francesco Ricci |
| 2011 | Recsys'11 workshop outline PeMA 2011: personalization in mobile applications. Neal Lathia, Daniele Quercia, Licia Capra, Jon Crowcroft |
| 2011 | Rethinking the recommender research ecosystem: reproducibility, openness, and LensKit. Michael D. Ekstrand, Michael Ludwig, Joseph A. Konstan, John Riedl |
| 2011 | Robustness of recommender systems. Neil J. Hurley |
| 2011 | Second workshop on information heterogeneity and fusion in recommender systems (HetRec2011). Iván Cantador, Peter Brusilovsky, Tsvi Kuflik |
| 2011 | Semi-SAD: applying semi-supervised learning to shilling attack detection. Zhiang Wu, Jie Cao, Bo Mao, Youquan Wang |
| 2011 | Shared collaborative filtering. Yu Zhao, Xinping Feng, Jianqiang Li, Bo Liu |
| 2011 | Social link recommendation by learning hidden topics. Masoud Makrehchi |
| 2011 | Stochastic matching and collaborative filtering to recommend people to people. Luiz Augusto Sangoi Pizzato, Cameron Silvestrini |
| 2011 | The "top N" news recommender: count distortion and manipulation resistance. Shankar Prawesh, Balaji Padmanabhan |
| 2011 | The effect of context-aware recommendations on customer purchasing behavior and trust. Michele Gorgoglione, Umberto Panniello, Alexander Tuzhilin |
| 2011 | Towards a more realistic evaluation: testing the ability to predict future tastes of matrix factorization-based recommenders. Pedro G. Campos, Fernando Díez, Manuel A. Sánchez-Montañés |
| 2011 | UCERSTI 2: second workshop on user-centric evaluation of recommender systems and their interfaces. Martijn C. Willemsen, Dirk G. F. M. Bollen, Michael D. Ekstrand |
| 2011 | Using Wikipedia to boost collaborative filtering techniques. Gilad Katz, Nir Ofek, Bracha Shapira, Lior Rokach, Guy Shani |
| 2011 | Using canonical correlation analysis for generalized sentiment analysis, product recommendation and search. Siamak Faridani |
| 2011 | Utilizing related products for post-purchase recommendation in e-commerce. Jian Wang, Badrul Sarwar, Neel Sundaresan |
| 2011 | WOMRAD: 2nd workshop on music recommendation and discovery. Amelie Anglade, Òscar Celma, Ben Fields, Paul Lamere, Brian McFee |
| 2011 | Wisdom of the better few: cold start recommendation via representative based rating elicitation. Nathan Nan Liu, Xiangrui Meng, Chao Liu, Qiang Yang |
| 2011 | Workshop on novelty and diversity in recommender systems - DiveRS 2011. Pablo Castells, Jun Wang, Rubén Lara, Dell Zhang |
| 2011 | Yahoo! music recommendations: modeling music ratings with temporal dynamics and item taxonomy. Noam Koenigstein, Gideon Dror, Yehuda Koren |
| 2011 | myMicSound: an online sound-based microphone recommendation system. Andrew T. Sabin, Chun Liang Chan |