A spatio-temporal approach to collaborative filtering.
Zhengdong Lu, Deepak Agarwal, Inderjit S. Dhillon
Pairwise preference regression for cold-start recommendation.
Seung-Taek Park, Wei Chu
Ordering innovators and laggards for product categorization and recommendation.
Sarah K. Tyler, Shenghuo Zhu, Yun Chi, Yi Zhang
Improving rating estimation in recommender systems using aggregation- and variance-based hierarchical models.
Akhmed Umyarov, Alexander Tuzhilin
The impact of ambiguity and redundancy on tag recommendation in folksonomies.
Jonathan Gemmell, Maryam Ramezani, Thomas Schimoler, Laura Christiansen, Bamshad Mobasher
Personalized recommendation of social software items based on social relations.
Ido Guy, Naama Zwerdling, David Carmel, Inbal Ronen, Erel Uziel, Sivan Yogev, Shila Ofek-Koifman
Latent dirichlet allocation for tag recommendation.
Ralf Krestel, Peter Fankhauser, Wolfgang Nejdl
TagiCoFi: tag informed collaborative filtering.
Yi Zhen, Wu-Jun Li, Dit-Yan Yeung
Search shortcuts: a new approach to the recommendation of queries.
Ranieri Baraglia, Fidel Cacheda, Victor Carneiro, Diego Fernández, Vreixo Formoso, Raffaele Perego, Fabrizio Silvestri
Increasing engagement through early recommender intervention.
Jill Freyne, Michal Jacovi, Ido Guy, Werner Geyer
Recommending new movies: even a few ratings are more valuable than metadata.
István Pilászy, Domonkos Tikk
Regret-based optimal recommendation sets in conversational recommender systems.
Paolo Viappiani, Craig Boutilier
Stacking recommendation engines with additional meta-features.
Xinlong Bao, Lawrence Bergman, Rich Thompson
A unified approach to building hybrid recommender systems.
Asela Gunawardana, Christopher Meek
Exploiting user similarity based on rated-item pools for improved user-based collaborative filtering.
Yue Shi, Martha Larson, Alan Hanjalic
Assessment of conversation co-mentions as a resource for software module recommendation.
Daniel Xiaodan Zhou, Paul Resnick
Effective diverse and obfuscated attacks on model-based recommender systems.
Zunping Cheng, Neil Hurley
Statistical attack detection.
Neil Hurley, Zunping Cheng, Mi Zhang
Preserving privacy in collaborative filtering through distributed aggregation of offline profiles.
Reza Shokri, Pedram Pedarsani, George Theodorakopoulos, Jean-Pierre Hubaux
Manipulation-resistant collaborative filtering systems.
Benjamin Van Roy, Xiang Yan
Rate it again: increasing recommendation accuracy by user re-rating.
Xavier Amatriain, Josep M. Pujol, Nava Tintarev, Nuria Oliver
Using a trust network to improve top-N recommendation.
Mohsen Jamali, Martin Ester
Learning to recommend with trust and distrust relationships.
Hao Ma, Michael R. Lyu, Irwin King
Personalised and dynamic trust in social networks.
Frank Edward Walter, Stefano Battiston, Frank Schweitzer
A case study on the effectiveness of recommendations in the mobile internet.
Dietmar Jannach, Kolja Hegelich
A partial-order based active cache for recommender systems.
Umar Qasim, Vincent Oria, Yi-fang Brook Wu, Michael E. Houle, M. Tamer Özsu
A recommender system for dynamically evolving online forums.
Carlos Castro-Herrera, Jane Cleland-Huang, Bamshad Mobasher
A semantic framework for personalized ad recommendation based on advanced textual analysis.
Dorothea Tsatsou, Fotis Menemenis, Ioannis Kompatsiaris, Paul C. Davis
Acceptance issues of personality-based recommender systems.
Rong Hu, Pearl Pu
Adaptive tradeoff explanations in conversational recommenders.
An incentive-based architecture for social recommendations.
Rajat Bhattacharjee, Ashish Goel, Konstantinos Kollias
Analysis of cold-start recommendations in IPTV systems.
Paolo Cremonesi, Roberto Turrin
Collaborative filtering for social tagging systems: an experiment with CiteULike.
Denis Parra, Peter Brusilovsky
Conceptual recommender system for CiteSeerX.
Ajith Kodakateri Pudhiyaveetil, Susan Gauch, Hiep Phuc Luong, Josh Eno
Context-based splitting of item ratings in collaborative filtering.
Linas Baltrunas, Francesco Ricci
Critiquing recommenders for public taste products.
Pearl Pu, Maoan Zhou, Sylvain Castagnos
Donation dashboard: a recommender system for donation portfolios.
Tavi Nathanson, Ephrat Bitton, Kenneth Y. Goldberg
DynamicTV: a culture-aware recommender.
Fabrizio Antonelli, Gianluca Francini, Marina Geymonat, Skjalg Lepsøy
Ensemble methods for improving the performance of neighborhood-based collaborative filtering.
Alon Schclar, Alexander Tsikinovsky, Lior Rokach, Amnon Meisels, Liat Antwarg
Experimental comparison of pre- vs. post-filtering approaches in context-aware recommender systems.
Umberto Panniello, Alexander Tuzhilin, Michele Gorgoglione, Cosimo Palmisano, Anto Pedone
FeedbackTrust: using feedback effects in trust-based recommendation systems.
Samaneh Moghaddam, Mohsen Jamali, Martin Ester, Jafar Habibi
FriendSensing: recommending friends using mobile phones.
Daniele Quercia, Licia Capra
Generating comparative descriptions of places of interest in the tourism domain.
Berardina De Carolis, Nicole Novielli, Vito Leonardo Plantamura, Enrica Gentile
Generating transparent, steerable recommendations from textual descriptions of items.
Stephen J. Green, Paul Lamere, Jeffrey Alexander, François Maillet, Susanna Kirk, Jessica Holt, Jackie Bourque, Xiao-Wen Mak
Getting recommender systems to think outside the box.
Zeinab Abbassi, Sihem Amer-Yahia, Laks V. S. Lakshmanan, Sergei Vassilvitskii, Cong Yu
Harnessing the power of "favorites" lists for recommendation systems.
Maryam Khezrzadeh, Alex Thomo, William W. Wadge
How does high dimensionality affect collaborative filtering?
Alexandros Nanopoulos, Milos Radovanovic, Mirjana Ivanovic
iTag: a personalized blog tagger.
Michael Hart, Rob Johnson, Amanda Stent
Knowledge infusion into content-based recommender systems.
Giovanni Semeraro, Pasquale Lops, Pierpaolo Basile, Marco de Gemmis
Learning to recommend helpful hotel reviews.
Michael P. O'Mahony, Barry Smyth
Maximum margin matrix factorization for code recommendation.
Markus Weimer, Alexandros Karatzoglou, Marcel Bruch
Measuring predictive capability in collaborative filtering.
Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Miguel A. Rueda-Morales
MoviExplain: a recommender system with explanations.
Panagiotis Symeonidis, Alexandros Nanopoulos, Yannis Manolopoulos
On the limitations of browsing top-N recommender systems.
Klaus Seyerlehner, Arthur Flexer, Gerhard Widmer
Personality aware recommendations to groups.
Juan A. Recio-García, Guillermo Jiménez-Díaz, Antonio A. Sánchez-Ruiz-Granados, Belén Díaz-Agudo
Personalized recommendation based on the personal innovator degree.
Noriaki Kawamae, Hitoshi Sakano, Takeshi Yamada
Predicting social-tags for cold start book recommendations.
Sharon Givon, Victor Lavrenko
Preference aggregation in group recommender systems for committee decision-making.
Jacob P. Baskin, Shriram Krishnamurthi
Preference elicitation with subjective features.
Craig Boutilier, Kevin Regan, Paolo Viappiani
Putting recommendations on the map: visualizing clusters and relations.
Emden R. Gansner, Yifan Hu, Stephen G. Kobourov, Chris Volinsky
Rating aggregation in collaborative filtering systems.
Florent Garcin, Boi Faltings, Radu Jurca, Nadine Joswig
Recommendations with prerequisites.
Aditya G. Parameswaran, Hector Garcia-Molina
Recommender systems for the conference paper assignment problem.
Don Conry, Yehuda Koren, Naren Ramakrishnan
Recommenders' influence on buyers' decision process.
Sylvain Castagnos, Nicolas Jones, Pearl Pu
Team recommendation in open innovation networks.
Michele Brocco, Georg Groh
Testing and evaluating tag recommenders in a live system.
Robert Jäschke, Folke Eisterlehner, Andreas Hotho, Gerd Stumme
The 3A contextual ranking system: simultaneously recommending actors, assets, and group activities.
Sandy El Helou, Christophe Salzmann, Stéphane Sire, Denis Gillet
Uncovering functional dependencies in MDD-compiled product catalogues.
Tarik Hadzic, Barry O'Sullivan
Understanding the effect of adaptive preference elicitation methods on user satisfaction of a recommender system.
Bart P. Knijnenburg, Martijn C. Willemsen
Using twitter to recommend real-time topical news.
Owen Phelan, Kevin McCarthy, Barry Smyth
View-based recommender systems.
Fabián P. Lousame, Eduardo Sánchez
A spatial model for collaborative filtering of comments in an online discussion forum.
Enhancing diversity in Top-N recommendation.
Applying relevant set correlation clustering to multi-criteria recommender systems.
Matching information content with music.
Personalized query relaxations and repairs in knowledge-based recommendation.
Situation-aware trust management.
Search the web x.0: mining and recommending web-mediated processes.
Workshop on recommender systems and the social web.
Dietmar Jannach, Werner Geyer, Casey Dugan, Jill Freyne, Sarabjot S. Anand, Bamshad Mobasher, Alfred Kobsa
RecSys'09 workshop 3: workshop on context-aware recommender systems (CARS-2009).
Gediminas Adomavicius, Francesco Ricci
Tutorial on using social trust for recommender systems.