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

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

ISBN: 383834958X

Taschenbuch, [EAN: 9783838349589], LAP Lambert Academic Publishing, LAP Lambert Academic Publishing, Book, [PU: LAP Lambert Academic Publishing], LAP Lambert Academic Publishing, 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 ..., 62991011, Computer & Internet, 63910011, Apple, 63716011, Betriebssysteme, 63260011, Certification Central, 63595011, Datenbanken, 377645011, Digitale Fotografie & Video, 63904011, Digitale Musik, 1316655031, Dokumentenmanagement, 63647011, Grafikdesign, 63681011, Hardware, 63851011, Home Computing, 63336011, Informatik, 63462011, Microsoft, 377660011, Mobile & Wireless EDV, 63116011, Netzwerke, 63381011, Programmieren, 377670011, Projektmanagement, 377663011, Sicherheit & Verschlüsselung, 63160011, Software, 63549011, Spiel- & Strategieführer, 62992011, Webentwicklung, 63532011, Wirtschaft & Kultur, 54071011, Genres, 52044011, Fremdsprachige Bücher

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

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

ISBN: 383834958X

Taschenbuch, [EAN: 9783838349589], LAP Lambert Academic Publishing, LAP Lambert Academic Publishing, Book, [PU: LAP Lambert Academic Publishing], LAP Lambert Academic Publishing, 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 ..., 62991011, Computer & Internet, 63910011, Apple, 63716011, Betriebssysteme, 63260011, Certification Central, 63595011, Datenbanken, 377645011, Digitale Fotografie & Video, 63904011, Digitale Musik, 1316655031, Dokumentenmanagement, 63647011, Grafikdesign, 63681011, Hardware, 63851011, Home Computing, 63336011, Informatik, 63462011, Microsoft, 377660011, Mobile & Wireless EDV, 63116011, Netzwerke, 63381011, Programmieren, 377670011, Projektmanagement, 377663011, Sicherheit & Verschlüsselung, 63160011, Software, 63549011, Spiel- & Strategieführer, 62992011, Webentwicklung, 63532011, Wirtschaft & Kultur, 54071011, Genres, 52044011, Fremdsprachige Bücher

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

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Dimensionality Reduction-Based Recommendations With Privacy - Yakut, Ibrahim
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Dimensionality Reduction-Based Recommendations with Privacy - Brahim Yakut
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DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY
Autor:

Yakut, Ibrahim / Polat, Huseyin

Titel:

DIMENSIONALITY REDUCTION-BASED RECOMMENDATIONS WITH PRIVACY

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 30.06.2007 09:26:32
Buch zuletzt gefunden am 02.02.2015 19:45:02
ISBN/EAN: 383834958X

ISBN - alternative Schreibweisen:
3-8383-4958-X, 978-3-8383-4958-9

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