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Keyword

collaborative filtering

Description: A recommender-system technique that predicts a user's preferences by identifying patterns in the preferences of other users or items.
Wikidata ID: wiki/Q94702
OpenAlex ID: keywords/collaborative-filtering
Latent dirichlet allocation
2003 · David M. Blei, Andrew Y. Ng, et al. · Journal of Machine Learning Research · 32,328
Latent Dirichlet Allocation
2002 · David M. Blei, Andrew Y. Ng, et al. · The MIT Press eBooks · 12,228
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
Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering
2007 · Kostadin Dabov, Alessandro Foi, et al. · IEEE Transactions on Image Processing · 9,214
Evaluating collaborative filtering recommender systems
2004 · Jonathan L. Herlocker, Joseph A. Konstan, et al. · ACM Transactions on Information Systems · 5,795
GroupLens
1994 · Paul Resnick, Neophytos Iacovou, et al. · ACM Conference on Computer Supported Cooperative Work (CSCW) · 5,060
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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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LightGCN
2020 · Xiangnan He, Kuan Deng, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 4,463
Using collaborative filtering to weave an information tapestry
1992 · David Goldberg, David Nichols, et al. · Communications of the ACM · 4,070
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The MovieLens Datasets
2015 · F. Maxwell Harper, Joseph A. Konstan · ACM Transactions on Interactive Intelligent Systems · 3,921
Hybrid Recommender Systems: Survey and Experiments
2002 · Robin Burke · User Modeling and User-Adapted Interaction · 3,873
Factorization meets the neighborhood
2008 · Yehuda Koren · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 3,855
Probabilistic Matrix Factorization
2007 · Andriy Mnih, Ruslan Salakhutdinov · neural information processing systems · 3,634
A Survey of Collaborative Filtering Techniques
2009 · Xiaoyuan Su, Taghi M. Khoshgoftaar · Advances in Artificial Intelligence · 3,624
A survey of trust and reputation systems for online service provision
2005 · Audun Jøsang, Roslan Ismail, et al. · Decision Support Systems · 3,329
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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
Fab
1997 · Marko Balabanović, Yoav Shoham · Communications of the ACM · 2,933
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Mining the network value of customers
2001 · Pedro Domingos, Matt Richardson · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 2,886
Social information filtering
1995 · Upendra Shardanand, Pattie Maes · ACM SIGCHI Conference on Human Factors in Computing Systems (CHI) · 2,824
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An Algorithmic Framework for Performing Collaborative Filtering
2017 · Jonathan L. Herlocker, Joseph A. Konstan, et al. · ACM SIGIR Forum · 2,512
GroupLens
1997 · Joseph A. Konstan, Bradley N. Miller, et al. · Communications of the ACM · 2,367
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KGAT
2019 · Xiang Wang, Xiangnan He, et al. · ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · 2,269
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Collaborative Filtering Recommender Systems
2007 · J. Ben Schafer, Dan Frankowski, et al. · Springer eBooks · 2,192
Item-based top- N recommendation algorithms
2004 · Mukund Deshpande, George Karypis · ACM Transactions on Information Systems · 2,165
Works count: 32,760
Citation count: 615,700
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