Computational trust models and machine learning /

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"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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Bibliographic Details
Call Number:Libro Electrónico
Other Authors: Liu, Xin (Mathematician) (Editor), Datta, Anwitaman (Editor), Lim, Ee-Peng (Editor)
Format: Electronic eBook
Language:Inglés
Published: Boca Raton, FL : CRC Press, [2015]
Series:Chapman & Hall/CRC machine learning & pattern recognition series.
Subjects:
Computational intelligence.
Machine learning.
Truthfulness and falsehood > Mathematical models.
Intelligence informatique.
Apprentissage automatique.
Mensonge > Modèles mathématiques.
COMPUTERS > General.
Computational intelligence
Machine learning
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • 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.

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