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Computational trust models and machine learning /

"This book provides an introduction to computational trust models from a machine learning perspective. After reviewing traditional computational trust models, it discusses a new trend of applying formerly unused machine learning methodologies, such as supervised learning. The application of var...

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Détails bibliographiques
Cote:Libro Electrónico
Autres auteurs: Liu, Xin (Mathematician) (Éditeur intellectuel), Datta, Anwitaman (Éditeur intellectuel), Lim, Ee-Peng (Éditeur intellectuel)
Format: Électronique eBook
Langue:Inglés
Publié: Boca Raton, FL : CRC Press, [2015]
Collection:Chapman & Hall/CRC machine learning & pattern recognition series.
Sujets:
Accès en ligne:Texto completo (Requiere registro previo con correo institucional)
Table des matières:
  • 1. Introduction
  • 2. Trust in online communities
  • 3. Judging the veracity of claims and reliability of sources
  • 4. Web credibility assessment
  • 5. Trust-aware recommender systems
  • 6. Biases in trust-based systems.