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Keyword

recommender systems

Description: Information-filtering systems that predict users’ preferences to suggest relevant items, services, or content.
Wikidata ID: wiki/Q554950
OpenAlex ID: keywords/recommender-systems
Matrix Factorization Techniques for Recommender Systems
2009 · Yehuda Koren, Robert Bell, et al. · Computer · 11,699
Deep Learning
2016 · Ian Goodfellow, Yoshua Bengio, et al. · 11,669
Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions
2005 · G. Adomavicius, A. Tuzhilin · IEEE Transactions on Knowledge and Data Engineering · 10,317
Item-based collaborative filtering recommendation algorithms
2001 · Badrul Sarwar, George Karypis, et al. · International World Wide Web Conference (WWW) · 9,133
Neural Collaborative Filtering
2017 · Xiangnan He, Lizi Liao, et al. · International World Wide Web Conference (WWW) · 7,055
Taking the Human Out of the Loop: A Review of Bayesian Optimization
2015 · Bobak Shahriari, Kevin Swersky, et al. · Proceedings of the IEEE · 6,094
Evaluating collaborative filtering recommender systems
2004 · Jonathan L. Herlocker, Joseph A. Konstan, et al. · ACM Transactions on Information Systems · 5,795
Amazon.com recommendations: item-to-item collaborative filtering
2003 · G. Linden, B. Smith, et al. · IEEE Internet Computing · 5,396
Empirical Analysis of Predictive Algorithms for Collaborative Filtering
2013 · Breese, John S., Heckerman, David, et al. · arXiv (Cornell University) · 4,772
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BPR: Bayesian Personalized Ranking from Implicit Feedback
2012 · Rendle, Steffen, Freudenthaler, Christoph, et al. · arXiv (Cornell University) · 4,603
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LightGCN
2020 · Xiangnan He, Kuan Deng, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 4,463
Factorization meets the neighborhood
2008 · Yehuda Koren · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 3,855
Recommender Systems Handbook
2010 · Ricci, Francesco, Kantor, Paul B, et al. · Springer eBooks · 3,824
Neural Graph Collaborative Filtering
2019 · Xiang Wang, Xiangnan He, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 3,815
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Recommender systems
1997 · Paul Resnick, Hal R. Varian · Communications of the ACM · 3,749
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Graph Convolutional Neural Networks for Web-Scale Recommender Systems
2018 · Rex Ying, Ruining He, et al. · ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · 3,732
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A Survey of Collaborative Filtering Techniques
2009 · Xiaoyuan Su, Taghi M. Khoshgoftaar · Advances in Artificial Intelligence · 3,624
Wide & Deep Learning for Recommender Systems
2016 · Heng-Tze Cheng, Levent Koc, et al. · 3,542
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Deep Neural Networks for YouTube Recommendations
2016 · Paul Covington, Jay Adams, et al. · ACM Conference on Recommender Systems (RecSys) · 3,531
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Collaborative Filtering for Implicit Feedback Datasets
2008 · Yifan Hu, Yehuda Koren, et al. · Proceedings · 3,246
Recommender systems survey
2013 · J. Bobadilla, F. Ortega, et al. · Knowledge-Based Systems · 3,165
Factorization Machines
2010 · Steffen Rendle · Proceedings · 3,135
Fab
1997 · Marko Balabanović, Yoav Shoham · Communications of the ACM · 2,933
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Factorizing personalized Markov chains for next-basket recommendation
2010 · Steffen Rendle, Christoph Freudenthaler, et al. · International World Wide Web Conference (WWW) · 2,789
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction
2017 · Huifeng Guo, Ruiming TANG, et al. · International Joint Conference on Artificial Intelligence · 2,609
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Works count: 73,710
Citation count: 932,300
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