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| 2008 | Adaptive collaborative filtering. Markus Weimer, Alexandros Karatzoglou, Alexander J. Smola |
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| 2008 | Boosting collaborative filtering based on statistical prediction errors. Shengchao Ding, Shiwan Zhao, Quan Yuan, Xiatian Zhang, Rongyao Fu, Lawrence D. Bergman |
| 2008 | CARD: a decision-guidance framework and application for recommending composite alternatives. Alexander Brodsky, Sylvia Morgan Henshaw, Jon Whittle |
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| 2008 | Choosing attribute weights for item dissimilarity using clikstream data with an application to a product catalog map. Martijn Kagie, Michiel C. van Wezel, Patrick J. F. Groenen |
| 2008 | Computational advertising and recommender systems. Andrei Z. Broder |
| 2008 | Context-aware recommender systems. Gediminas Adomavicius, Alexander Tuzhilin |
| 2008 | Crafting the initial user experience to achieve community goals. Sara Drenner, Shilad Sen, Loren G. Terveen |
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| 2008 | Evaluation of an ontology-content based filtering method for a personalized newspaper. Veronica Maidel, Peretz Shoval, Bracha Shapira, Meirav Taieb-Maimon |
| 2008 | Exploiting contextual information in recommender systems. Linas Baltrunas |
| 2008 | Flexible recommendations over rich data. Georgia Koutrika, Robert Ikeda, Benjamin Bercovitz, Hector Garcia-Molina |
| 2008 | Implications of psychological phenomenons for recommender systems. Erich Christian Teppan |
| 2008 | Improving top-n recommendation techniques using rating variance. YoungOk Kwon |
| 2008 | Incremental probabilistic latent semantic analysis for automatic question recommendation. Hu Wu, Yongji Wang, Xiang Cheng |
| 2008 | Integrating tags in a semantic content-based recommender. Marco Degemmis, Pasquale Lops, Giovanni Semeraro, Pierpaolo Basile |
| 2008 | Leveraging aggregate ratings for improving predictive performance of recommender systems. Akhmed Umyarov |
| 2008 | Matrix factorization and neighbor based algorithms for the netflix prize problem. Gábor Takács, István Pilászy, Bottyán Németh, Domonkos Tikk |
| 2008 | Mining recommendations from the web. Guy Shani, David Maxwell Chickering, Christopher Meek |
| 2008 | MobHinter: epidemic collaborative filtering and self-organization in mobile ad-hoc networks. Rossano Schifanella, André Panisson, Cristina Gena, Giancarlo Ruffo |
| 2008 | Navigation support for learners in informal learning environments. Hendrik Drachsler, Hans G. K. Hummel, Rob Koper |
| 2008 | Online-updating regularized kernel matrix factorization models for large-scale recommender systems. Steffen Rendle, Lars Schmidt-Thieme |
| 2008 | PITTCULT: trust-based cultural event recommender. Danielle Hyunsook Lee |
| 2008 | Personalized online document, image and video recommendation via commodity eye-tracking. Songhua Xu, Hao Jiang, Francis C. M. Lau |
| 2008 | Personalized recommendation in social tagging systems using hierarchical clustering. Andriy Shepitsen, Jonathan Gemmell, Bamshad Mobasher, Robin D. Burke |
| 2008 | Personalized, interactive tag recommendation for flickr. Nikhil Garg, Ingmar Weber |
| 2008 | Pfp: parallel fp-growth for query recommendation. Haoyuan Li, Yi Wang, Dong Zhang, Ming Zhang, Edward Y. Chang |
| 2008 | Proceedings of the 2008 ACM Conference on Recommender Systems, RecSys 2008, Lausanne, Switzerland, October 23-25, 2008 Pearl Pu, Derek G. Bridge, Bamshad Mobasher, Francesco Ricci |
| 2008 | Prototyping recommender systems in jcolibri. Juan A. Recio-García, Belén Díaz-Agudo, Pedro A. González-Calero |
| 2008 | Recommending scientific articles using citeulike. Toine Bogers, Antal van den Bosch |
| 2008 | Recommending topics for self-descriptions in online user profiles. Werner Geyer, Casey Dugan, David R. Millen, Michael J. Muller, Jill Freyne |
| 2008 | Robust recommender systems. Robin D. Burke |
| 2008 | Social ranking: uncovering relevant content using tag-based recommender systems. Valentina Zanardi, Licia Capra |
| 2008 | Tag recommendations based on tensor dimensionality reduction. Panagiotis Symeonidis, Alexandros Nanopoulos, Yannis Manolopoulos |
| 2008 | The information cost of manipulation-resistance in recommender systems. Paul Resnick, Rahul Sami |
| 2008 | The long tail of recommender systems and how to leverage it. Yoon-Joo Park, Alexander Tuzhilin |
| 2008 | The value of personalised recommender systems to e-business: a case study. M. Benjamin Dias, Dominique Locher, Ming Li, Wael El-Deredy, Paulo J. G. Lisboa |
| 2008 | Three recommender approaches to interface controls reduction. Nathan Oostendorp, Paul Resnick |
| 2008 | Tied boltzmann machines for cold start recommendations. Asela Gunawardana, Christopher Meek |
| 2008 | Tutorial on recent progress in collaborative filtering. Yehuda Koren |
| 2008 | UTA-Rec: a recommender system based on multiple criteria analysis. Kleanthi Lakiotaki, Stelios Tsafarakis, Nikolaos F. Matsatsinis |
| 2008 | Unsupervised retrieval of attack profiles in collaborative recommender systems. Kenneth Bryan, Michael P. O'Mahony, Padraig Cunningham |
| 2008 | Who predicts better?: results from an online study comparing humans and an online recommender system. Vinod Krishnan, Pradeep Kumar Narayanashetty, Mukesh Nathan, Richard T. Davies, Joseph A. Konstan |
| 2008 | kNN CF: a temporal social network. Neal Lathia, Stephen Hailes, Licia Capra |