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» Attribute-aware Collaborative Filtering
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CEC
2008
IEEE
16 years 27 days ago
A new adaptive framework for collaborative filtering prediction
Ibrahim A. Almosallam, Yi Shang
ICDM
2008
IEEE
183views Data Mining» more  ICDM 2008»
16 years 26 days 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
ICEIS
2007
IEEE
16 years 22 days ago
Learning to Rank for Collaborative Filtering
Jean-François Pessiot, Tuong-Vinh Truong, N...
INCDM
2007
Springer
121views Data Mining» more  INCDM 2007»
16 years 17 days 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
133
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SIGECOM
2006
ACM
92views ECommerce» more  SIGECOM 2006»
16 years 11 days ago
Scouts, promoters, and connectors: the roles of ratings in nearest neighbor collaborative filtering
Bharath Kumar Mohan, Benjamin J. Keller, Naren Ram...