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DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY - PRIVACY-PRESERVING COLLABORATIVE FILTERING BASED ON DIMENSIONALITY REDUCTION TECHNIQUES - Livres de poche

2010, ISBN: 9783838349589

[ED: Taschenbuch / Paperback], [PU: LAP Lambert Academic Publishing], Collaborative filtering (CF) systems are widely used by many e-commerce sites. However, they fail to provide privacy … Plus…

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DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY : PRIVACY-PRESERVING COLLABORATIVE FILTERING BASED ON DIMENSIONALITY REDUCTION TECHNIQUES - Ibrahim Yakut
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DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY : PRIVACY-PRESERVING COLLABORATIVE FILTERING BASED ON DIMENSIONALITY REDUCTION TECHNIQUES - Livres de poche

2010, ISBN: 383834958X

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Dimensionality Reductionbased Recommendations With Privacy Privacypreserving Collaborative Filtering Based on Dimensionality Reduction Techniques - Livres de poche

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ISBN: 9783838349589

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DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY: PRIVACY-PRESERVING COLLABORATIVE FILTERING BASED ON DIMENSIONALITY REDUCTION TECHNIQUES - Livres de poche

2010, ISBN: 383834958X

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DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY PRIVACY-PRESERVING COLLABORATIVE FILTERING BASED ON DIMENSIONALITY REDUCTION TECHNIQUES - Yakut, Ibrahim; Polat, Huseyin
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DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY PRIVACY-PRESERVING COLLABORATIVE FILTERING BASED ON DIMENSIONALITY REDUCTION TECHNIQUES - nouveau livre

2010, ISBN: 383834958X

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1Comme certaines plateformes ne transmettent pas les conditions d'expédition et que celles-ci peuvent dépendre du pays de livraison, du prix d'achat, du poids et de la taille de l'article, d'une éventuelle adhésion de la plateforme, d'une livraison directe par la plateforme ou via un prestataire tiers (Marketplace), etc. il est possible que les frais de livraison indiqués par eurolivre ne correspondent pas à ceux de la plateforme qui propose l'article.

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DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY

Collaborative filtering (CF) systems are widely used by many e-commerce sites. However, they fail to provide privacy measures. That is why it becomes a challenge to collect truthful and dependable data to perform CF services. Researches show that privacy concerns differ from user to user. Therefore, users might decide to hide their private data differently. Providing CF services on variably masked data is challenging. Two parties may need to combine their data for CF purposes for better recommendations. However, they do not want to integrate them due to privacy, legal, and financial reasons. If privacy measures are provided, they can combine their data. The challenge is then how they can offer CF services on integrated data without violating their privacy. In this study, solutions are proposed to overcome each of the abovementioned challenges. The proposed schemes are analyzed in terms of accuracy, privacy, and additional costs. After explaining the solutions, conclusions are drawn and future directions are presented.

Informations détaillées sur le livre - DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY


EAN (ISBN-13): 9783838349589
ISBN (ISBN-10): 383834958X
Version reliée
Livre de poche
Date de parution: 2010
Editeur: LAP Lambert Academic Publishing

Livre dans la base de données depuis 2007-06-30T09:26:32+02:00 (Paris)
Page de détail modifiée en dernier sur 2022-01-21T10:27:57+01:00 (Paris)
ISBN/EAN: 383834958X

ISBN - Autres types d'écriture:
3-8383-4958-X, 978-3-8383-4958-9
Autres types d'écriture et termes associés:
Auteur du livre: ibrahim, huseyin, yakut
Titre du livre: privacy


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