| 2010 | 2nd workshop on recommender systems and the social web. Werner Geyer, Jill Freyne, Bamshad Mobasher, Sarabjot S. Anand, Casey Dugan |
| 2010 | A belief propagation based recommender system for online services. Erman Ayday, Faramarz Fekri |
| 2010 | A lightweight privacy preserving SMS-based recommendation system for mobile users. Elisa Baglioni, Luca Becchetti, Lorenzo Bergamini, Ugo Maria Colesanti, Luca Filipponi, Andrea Vitaletti, Giuseppe Persiano |
| 2010 | A matrix factorization technique with trust propagation for recommendation in social networks. Mohsen Jamali, Martin Ester |
| 2010 | A supervised machine learning link prediction approach for academic collaboration recommendation. Nesserine Benchettara, Rushed Kanawati, Céline Rouveirol |
| 2010 | Active learning driven by rating impact analysis. Carlos Eduardo Ribeiro de Mello, Marie-Aude Aufaure, Geraldo Zimbrão |
| 2010 | Affiliation recommendation using auxiliary networks. Vishvas Vasuki, Nagarajan Natarajan, Zhengdong Lu, Inderjit S. Dhillon |
| 2010 | Aggregating preference graphs for collaborative rating prediction. Maunendra Sankar Desarkar, Sudeshna Sarkar, Pabitra Mitra |
| 2010 | An approach to situational market segmentation on on-line newspapers based on current tasks. Anne Gutschmidt |
| 2010 | Automatically building research reading lists. Michael D. Ekstrand, Praveen Kannan, James A. Stemper, John T. Butler, Joseph A. Konstan, John Riedl |
| 2010 | Beyond accuracy: evaluating recommender systems by coverage and serendipity. Mouzhi Ge, Carla Delgado-Battenfeld, Dietmar Jannach |
| 2010 | Breaking out of the box of recommendations: from items to packages. Min Xie, Laks V. S. Lakshmanan, Peter T. Wood |
| 2010 | Characterisation of explicit feedback in an online music recommendation service. Gawesh Jawaheer, Martin Szomszor, Patty Kostkova |
| 2010 | Collaborative filtering via euclidean embedding. Mohammad Khoshneshin, W. Nick Street |
| 2010 | Common attributes in an unusual context: predicting the desirability of a social match. Julia M. Mayer, Sara Motahari, Richard P. Schuler, Quentin Jones |
| 2010 | Content-based recommendation in social tagging systems. Iván Cantador, Alejandro Bellogín, David Vallet |
| 2010 | Contests: way forward or detour? Paul Resnick, Joseph A. Konstan, Andreas Hotho, Jesus Pindado |
| 2010 | Context-awareness in recommender systems: research workshop and movie recommendation challenge. Gediminas Adomavicius, Alexander Tuzhilin, Shlomo Berkovsky, Ernesto William De Luca, Alan Said |
| 2010 | Design and user issues in personality-based recommender systems. Rong Hu |
| 2010 | Do clicks measure recommendation relevancy?: an empirical user study. Hua Zheng, Dong Wang, Qi Zhang, Hang Li, Tinghao Yang |
| 2010 | Enhanced vector space models for content-based recommender systems. Cataldo Musto |
| 2010 | Evaluating the dynamic properties of recommendation algorithms. Robin D. Burke |
| 2010 | Eye-tracking product recommenders' usage. Sylvain Castagnos, Nicolas Jones, Pearl Pu |
| 2010 | Fast als-based matrix factorization for explicit and implicit feedback datasets. István Pilászy, Dávid Zibriczky, Domonkos Tikk |
| 2010 | Geolocated movie recommendations based on expert collaborative filtering. Josep Bachs Barrio, Xavier Amatriain Rubio |
| 2010 | Global budgets for local recommendations. Thomas Sandholm, Hang Ung, Christina Aperjis, Bernardo A. Huberman |
| 2010 | Group recommendations with rank aggregation and collaborative filtering. Linas Baltrunas, Tadas Makcinskas, Francesco Ricci |
| 2010 | Group-based recipe recommendations: analysis of data aggregation strategies. Shlomo Berkovsky, Jill Freyne |
| 2010 | Hydra: an open framework for virtual-fusion of recommendation filters. Savvas Karagiannidis, Stefanos Antaris, Christos Zigkolis, Athena Vakali |
| 2010 | Identifying and utilizing contextual data in hybrid recommender systems. Alan Said |
| 2010 | Increasing consumers' understanding of recommender results: a preference-based hybrid algorithm with strong explanatory power. Paul Marx, Thorsten Hennig-Thurau, André Marchand |
| 2010 | Incremental collaborative filtering via evolutionary co-clustering. Mohammad Khoshneshin, W. Nick Street |
| 2010 | Integrating broadcast and web video content into personal tv channels. Verus Pronk, Mauro Barbieri, Jan H. M. Korst, Adolf Proidl |
| 2010 | Interactive recommendations in social endorsement networks. Theodoros Lappas, Dimitrios Gunopulos |
| 2010 | Iterative voting under uncertainty for group recommender systems. Lihi Naamani Dery, Meir Kalech, Lior Rokach, Bracha Shapira |
| 2010 | LDA for on-the-fly auto tagging. Ernesto Diaz-Aviles, Mihai Georgescu, Avaré Stewart, Wolfgang Nejdl |
| 2010 | Learning in efficient tag recommendation. Marek Lipczak, Evangelos E. Milios |
| 2010 | List-wise learning to rank with matrix factorization for collaborative filtering. Yue Shi, Martha A. Larson, Alan Hanjalic |
| 2010 | MED-StyleR: METABO diabetes-lifestyle recommender. Stephan Hammer, Jonghwa Kim, Elisabeth André |
| 2010 | Merging multiple criteria to identify suspicious reviews. Guangyu Wu, Derek Greene, Padraig Cunningham |
| 2010 | Modeling recommendation as a social choice problem. Massimiliano Albanese, Antonio d'Acierno, Vincenzo Moscato, Fabio Persia, Antonio Picariello |
| 2010 | Multiverse recommendation: n-dimensional tensor factorization for context-aware collaborative filtering. Alexandros Karatzoglou, Xavier Amatriain, Linas Baltrunas, Nuria Oliver |
| 2010 | Music recommendations with temporal context awareness. Toni Cebrián, Marc Planagumà, Paulo Villegas, Xavier Amatriain |
| 2010 | Nantonac collaborative filtering: a model-based approach. Toshihiro Kamishima, Shotaro Akaho |
| 2010 | On the real-time web as a source of recommendation knowledge. Sandra Garcia Esparza, Michael P. O'Mahony, Barry Smyth |
| 2010 | On the stability of recommendation algorithms. Gediminas Adomavicius, Jingjing Zhang |
| 2010 | On-demand set-based recommendations. Suhrid Balakrishnan |
| 2010 | Online evolutionary collaborative filtering. Nathan Nan Liu, Min Zhao, Evan Wei Xiang, Qiang Yang |
| 2010 | Optimizing multiple objectives in collaborative filtering. Tamas Jambor, Jun Wang |
| 2010 | Performance of recommender algorithms on top-n recommendation tasks. Paolo Cremonesi, Yehuda Koren, Roberto Turrin |
| 2010 | Personalizing the settings for Cf-based recommender systems. Il Im, Byung Ho Kim |
| 2010 | Proceedings of the 2010 ACM Conference on Recommender Systems, RecSys 2010, Barcelona, Spain, September 26-30, 2010 Xavier Amatriain, Marc Torrens, Paul Resnick, Markus Zanker |
| 2010 | Query intent prediction and recommendation. Ricardo Baeza-Yates |
| 2010 | RECON: a reciprocal recommender for online dating. Luiz Augusto Sangoi Pizzato, Tomek Rej, Thomas Chung, Irena Koprinska, Judy Kay |
| 2010 | Reciprocal recommender system for online dating. Luiz Augusto Sangoi Pizzato, Tomek Rej, Thomas Chung, Irena Koprinska, Kalina Yacef, Judy Kay |
| 2010 | Recommendation analytics: the business view, and the business case. Edouard Servan-Schreiber |
| 2010 | Recommender algorithms in activity motivating games. Shlomo Berkovsky, Jill Freyne, Mac Coombe, Dipak Bhandari |
| 2010 | Recommending based on rating frequencies. Fatih Gedikli, Dietmar Jannach |
| 2010 | Recommending structure in collaborative semistructured information systems. Eva Zangerle, Wolfgang Gassler, Günther Specht |
| 2010 | Recommending twitter users to follow using content and collaborative filtering approaches. John Hannon, Mike Bennett, Barry Smyth |
| 2010 | Social navigation for the spoken web. Robert G. Farrell, Nitendra Rajput, Rajarshi Das, Catalina M. Danis, Ketki A. Dhanesha |
| 2010 | Social networking feeds: recommending items of interest. Jill Freyne, Shlomo Berkovsky, Elizabeth M. Daly, Werner Geyer |
| 2010 | Tagmantic: a social recommender service based on semantic tag graphs and tag clusters. János Moldvay, Ingo Bax, Alexander Frerichs, Mirko Schuh |
| 2010 | The YouTube video recommendation system. James Davidson, Benjamin Liebald, Junning Liu, Palash Nandy, Taylor Van Vleet, Ullas Gargi, Sujoy Gupta, Yu He, Mike Lambert, Blake Livingston, Dasarathi Sampath |
| 2010 | The network effects of recommending social connections. Elizabeth M. Daly, Werner Geyer, David R. Millen |
| 2010 | Time dependency of data quality for collaborative filtering algorithms. Toon De Pessemier, Simon Dooms, Tom Deryckere, Luc Martens |
| 2010 | Topic-based recommendations in enterprise social media sharing platforms. Rafael Schirru |
| 2010 | Towards context-aware personalization and a broad perspective on the semantics of news articles. Jeremy Jancsary, Friedrich Neubarth, Harald Trost |
| 2010 | Transitive node similarity for link prediction in social networks with positive and negative links. Panagiotis Symeonidis, Eleftherios Tiakas, Yannis Manolopoulos |
| 2010 | Tutorial on evaluating recommender systems. Guy Shani |
| 2010 | Understanding choice overload in recommender systems. Dirk G. F. M. Bollen, Bart P. Knijnenburg, Martijn C. Willemsen, Mark P. Graus |
| 2010 | Using self-defined group activities for improvingrecommendations in collaborative tagging systems. Danielle H. Lee, Peter Brusilovsky |
| 2010 | Who is talking about what: social map-based recommendation for content-centric social websites. Shiwan Zhao, Michelle X. Zhou, Quan Yuan, Xiatian Zhang, Wentao Zheng, Rongyao Fu |
| 2010 | Will recommenders kill search?: recommender systems - an industry perspective. Ido Guy, Alejandro Jaimes, Pau Agulló, Pat Moore, Palash Nandy, Chahab Nastar, Henrik Schinzel |
| 2010 | Workshop on information heterogeneity and fusion in recommender systems (HetRec 2010). Peter Brusilovsky, Iván Cantador, Yehuda Koren, Tsvi Kuflik, Markus Weimer |
| 2010 | Workshop on recommender systems for technology enhanced learning. Nikos Manouselis, Hendrik Drachsler, Katrien Verbert, Olga C. Santos |
| 2010 | Workshop on the practical use of recommender systems algorithms & technology. Jérôme Picault, Dimitre Kostadinov, Pablo Castells, Alejandro Jaimes |
| 2010 | Workshop on user-centric evaluation of recommender systems and their interfaces. Bart P. Knijnenburg, Lars Schmidt-Thieme, Dirk G. F. M. Bollen |
| 2010 | Workshop report: WOMRAD 2010. Amelie Anglade, Claudio Baccigalupo, Norman Casagrande, Òscar Celma, Paul Lamere |