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» Privacy-preserving demographic filtering
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ICDM
2003
IEEE
142views Data Mining» more  ICDM 2003»
13 years 10 months ago
Privacy-Preserving Collaborative Filtering Using Randomized Perturbation Techniques
Collaborative Filtering (CF) techniques are becoming increasingly popular with the evolution of the Internet. E-commerce sites use CF systems to suggest products to customers base...
Huseyin Polat, Wenliang Du
IEEEARES
2009
IEEE
14 years 8 days ago
Privacy-Preserving Collaborative Filtering Schemes
Hiroaki Kikuchi, Hiroyasu Kizawa, Minako Tada
IWSEC
2007
Springer
13 years 11 months ago
Privacy-Preserving Eigentaste-Based Collaborative Filtering
With the evolution of e-commerce, privacy is becoming a major concern. Many e-companies employ collaborative filtering (CF) techniques to increase their sales by providing truthfu...
Ibrahim Yakut, Huseyin Polat
IJCSA
2006
197views more  IJCSA 2006»
13 years 5 months ago
Applying SVD on Generalized Item-based Filtering
In this paper we examine the use of a matrix factorization technique called Singular Value Decomposition (SVD) along with demographic information
Manolis G. Vozalis, Konstantinos G. Margaritis
SAC
2006
ACM
13 years 5 months ago
Privacy-preserving demographic filtering
The use of recommender systems in e-commerce to guide customer choices presents a privacy protection problem that is twofold. We seek to protect the privacy interests of customers...
Esma Aïmeur, Gilles Brassard, José Man...