Data Privacy Preservation in Collaborative Filtering Based Recommender Systems

Data Privacy Preservation in Collaborative Filtering Based Recommender Systems

This dissertation studies data privacy preservation in collaborative filtering based recommender systems and proposes several collaborative filtering models that aim at preserving user privacy from different perspectives. The empirical study on multiple classical recommendation algorithms presents t...

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Bibliographic Details
Main Author:	Wang, Xiwei
Format:	Others
Published:	UKnowledge 2015
Subjects:	collaborative filtering data update matrix factorization privacy trustworthiness Computer Security Databases and Information Systems E-Commerce
Online Access:	http://uknowledge.uky.edu/cs_etds/35 http://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1038&context=cs_etds

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