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DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY - PRIVACY-PRESERVING COLLABORATIVE FILTERING BASED ON DIMENSIONALITY REDUCTION TECHNIQUES - Taschenbuch

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 … Mehr…

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Dimensionality Reductionbased Recommendations With Privacy Privacypreserving Collaborative Filtering Based on Dimensionality Reduction Techniques - Taschenbuch

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DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY: PRIVACY-PRESERVING COLLABORATIVE FILTERING BASED ON DIMENSIONALITY REDUCTION TECHNIQUES - Taschenbuch

2010

ISBN: 383834958X

[EAN: 9783838349589], Neubuch, [PU: LAP Lambert Academic Publishing 2010-04-15], Books

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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 - neues Buch

2010, ISBN: 383834958X

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DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY PRIVACY-PRESERVING COLLABORATIVE FILTERING BASED ON DIMENSIONALITY REDUCTION TECHNIQUES - Yakut, ¿Brahim; Polat, Huseyin
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Yakut, ¿Brahim; Polat, Huseyin:
DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY PRIVACY-PRESERVING COLLABORATIVE FILTERING BASED ON DIMENSIONALITY REDUCTION TECHNIQUES - neues Buch

2010, ISBN: 383834958X

Kartoniert / Broschiert, with dust cover 11, [PU:LAP LAMBERT Academic Publishing]

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Details zum Buch
DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY
Autor:
Titel:
ISBN-Nummer:

383834958X


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.

Detailangaben zum Buch - DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY


EAN (ISBN-13): 9783838349589
ISBN (ISBN-10): 383834958X
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: LAP Lambert Academic Publishing

Buch in der Datenbank seit 2007-06-30T09:26:32+02:00 (Berlin)
Detailseite zuletzt geändert am 2024-04-06T10:22:30+02:00 (Berlin)
ISBN/EAN: 383834958X

ISBN - alternative Schreibweisen:
3-8383-4958-X, 978-3-8383-4958-9
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: ibrahim, huseyin, yakut
Titel des Buches: privacy

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