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