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ICDM
2008
IEEE
183views Data Mining» more  ICDM 2008»
15 years 10 months ago
Collaborative Filtering for Implicit Feedback Datasets
A common task of recommender systems is to improve customer experience through personalized recommendations based on prior implicit feedback. These systems passively track differe...
Yifan Hu, Yehuda Koren, Chris Volinsky
85
Voted
ICEIS
2007
IEEE
15 years 10 months ago
Learning to Rank for Collaborative Filtering
Jean-François Pessiot, Tuong-Vinh Truong, N...
104
Voted
INCDM
2007
Springer
121views Data Mining» more  INCDM 2007»
15 years 9 months ago
Collaborative Filtering Using Electrical Resistance Network Models
Abstract. In a recommender system where users rate items we predict the rating of items users have not rated. We define a rating graph containing users and items as vertices and r...
Jérôme Kunegis, Stephan Schmidt
109
Voted
SIGECOM
2006
ACM
92views ECommerce» more  SIGECOM 2006»
15 years 9 months ago
Scouts, promoters, and connectors: the roles of ratings in nearest neighbor collaborative filtering
Bharath Kumar Mohan, Benjamin J. Keller, Naren Ram...
85
Voted
CEAS
2005
Springer
15 years 9 months ago
Scalable and Reliable Collaborative Spam Filters: Harnessing the Global Social Email Networks
Joseph S. Kong, P. Oscar Boykin, Behnam Attaran Re...