Boosting collaborative filtering based on statistical prediction errors.
Shengchao Ding, Shiwan Zhao, Quan Yuan, Xiatian Zhang, Rongyao Fu, Lawrence D. Bergman
The long tail of recommender systems and how to leverage it.
Yoon-Joo Park, Alexander Tuzhilin
Tied boltzmann machines for cold start recommendations.
Asela Gunawardana, Christopher Meek
MobHinter: epidemic collaborative filtering and self-organization in mobile ad-hoc networks.
Rossano Schifanella, André Panisson, Cristina Gena, Giancarlo Ruffo
Mining recommendations from the web.
Guy Shani, David Maxwell Chickering, Christopher Meek
Tag recommendations based on tensor dimensionality reduction.
Panagiotis Symeonidis, Alexandros Nanopoulos, Yannis Manolopoulos
Social ranking: uncovering relevant content using tag-based recommender systems.
Valentina Zanardi, Licia Capra
Recommending topics for self-descriptions in online user profiles.
Werner Geyer, Casey Dugan, David R. Millen, Michael J. Muller, Jill Freyne
Personalized, interactive tag recommendation for flickr.
Nikhil Garg, Ingmar Weber
A cross-cultural user evaluation of product recommender interfaces.
Li Chen, Pearl Pu
Personalized online document, image and video recommendation via commodity eye-tracking.
Songhua Xu, Hao Jiang, Francis C. M. Lau
Evaluation of an ontology-content based filtering method for a personalized newspaper.
Veronica Maidel, Peretz Shoval, Bracha Shapira, Meirav Taieb-Maimon
Incremental probabilistic latent semantic analysis for automatic question recommendation.
Hu Wu, Yongji Wang, Xiang Cheng
Pfp: parallel fp-growth for query recommendation.
Haoyuan Li, Yi Wang, Dong Zhang, Ming Zhang, Edward Y. Chang
Critique graphs for catalogue navigation.
Tarik Hadzic, Barry O'Sullivan
Avoiding monotony: improving the diversity of recommendation lists.
Mi Zhang, Neil Hurley
A random walk method for alleviating the sparsity problem in collaborative filtering.
Hilmi Yildirim, Mukkai S. Krishnamoorthy
A collaborative constraint-based meta-level recommender.
The information cost of manipulation-resistance in recommender systems.
Paul Resnick, Rahul Sami
Unsupervised retrieval of attack profiles in collaborative recommender systems.
Kenneth Bryan, Michael P. O'Mahony, Padraig Cunningham
Integrating tags in a semantic content-based recommender.
Marco Degemmis, Pasquale Lops, Giovanni Semeraro, Pierpaolo Basile
CARD: a decision-guidance framework and application for recommending composite alternatives.
Alexander Brodsky, Sylvia Morgan Henshaw, Jon Whittle
A new approach to evaluating novel recommendations.
Òscar Celma, Perfecto Herrera
Crafting the initial user experience to achieve community goals.
Sara Drenner, Shilad Sen, Loren G. Terveen
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
Flexible recommendations over rich data.
Georgia Koutrika, Robert Ikeda, Benjamin Bercovitz, Hector Garcia-Molina
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
UTA-Rec: a recommender system based on multiple criteria analysis.
Kleanthi Lakiotaki, Stelios Tsafarakis, Nikolaos F. Matsatsinis
kNN CF: a temporal social network.
Neal Lathia, Stephen Hailes, Licia Capra
Three recommender approaches to interface controls reduction.
Nathan Oostendorp, Paul Resnick
Prototyping recommender systems in jcolibri.
Juan A. Recio-García, Belén Díaz-Agudo, Pedro A. González-Calero
Online-updating regularized kernel matrix factorization models for large-scale recommender systems.
Steffen Rendle, Lars Schmidt-Thieme
Personalized recommendation in social tagging systems using hierarchical clustering.
Andriy Shepitsen, Jonathan Gemmell, Bamshad Mobasher, Robin D. Burke
Matrix factorization and neighbor based algorithms for the netflix prize problem.
Gábor Takács, István Pilászy, Bottyán Németh, Domonkos Tikk
Adaptive collaborative filtering.
Markus Weimer, Alexandros Karatzoglou, Alexander J. Smola
Can people collaborate to improve the relevance of search results?
Arun Kumar Agrahri, Divya Anand Thattandi Manickam, John Riedl
Recommending scientific articles using citeulike.
Toine Bogers, Antal van den Bosch
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
Exploiting contextual information in recommender systems.
An independent platform for the monitoring, analysis and adaptation of web sites.
Marcos Aurélio Domingues
Navigation support for learners in informal learning environments.
Hendrik Drachsler, Hans G. K. Hummel, Rob Koper
Improving top-n recommendation techniques using rating variance.
PITTCULT: trust-based cultural event recommender.
Danielle Hyunsook Lee
A network performance recommendation process for advanced internet applications users.
Leobino Nascimento Sampaio
A recommender system to provide adaptive and inclusive standard-based support along the elearning life cycle.
Olga C. Santos
Implications of psychological phenomenons for recommender systems.
Erich Christian Teppan
Leveraging aggregate ratings for improving predictive performance of recommender systems.
Robust recommender systems.
Robin D. Burke
Tutorial on recent progress in collaborative filtering.
Context-aware recommender systems.
Gediminas Adomavicius, Alexander Tuzhilin