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Yakut, brahim / Polat, Huseyin:

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

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 … More...

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Ibrahim Yakut:

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

2006, ISBN: 9783838349589

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brahim Yakut, Huseyin Polat:
DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY: PRIVACY-PRESERVING COLLABORATIVE FILTERING BASED ON DIMENSIONALITY REDUCTION TECHNIQUES - Paperback

2010

ISBN: 383834958X

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

NEW BOOK. Shipping costs: EUR 3.65 Chiron Media, Wallingford, United Kingdom [55661942] [Rating: 4 (von 5)]
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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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Yakut, Ibrahim; Polat, Huseyin:
DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY PRIVACY-PRESERVING COLLABORATIVE FILTERING BASED ON DIMENSIONALITY REDUCTION TECHNIQUES - new book

2010, ISBN: 383834958X

Kartoniert / Broschiert, mit Schutzumschlag 11, [PU:LAP LAMBERT Academic Publishing]

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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 - new book

2010, ISBN: 383834958X

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

Shipping costs:No shipping costs within Germany. (EUR 0.00) MARZIES.de Buch- und Medienhandel, 14621 Schönwalde-Glien
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DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY
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ISBN:

9783838349589


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.

Details of the book - DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY


EAN (ISBN-13): 9783838349589
ISBN (ISBN-10): 383834958X
Hardcover
Paperback
Publishing year: 2010
Publisher: LAP Lambert Academic Publishing

Book in our database since 2007-06-30T08:26:32+01:00 (London)
Detail page last modified on 2024-04-06T09:22:30+01:00 (London)
ISBN/EAN: 9783838349589

ISBN - alternate spelling:
3-8383-4958-X, 978-3-8383-4958-9
Alternate spelling and related search-keywords:
Book author: ibrahim, huseyin, yakut
Book title: privacy

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