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Computational Trust Models and Machine Learning

Jezik AngleščinaAngleščina
Knjiga Trda
Knjiga Computational Trust Models and Machine Learning Xin Liu
Koda Libristo: 06677866
Založba Apple Academic Press Inc., oktober 2014
Computational Trust Models and Machine Learning provides a detailed introduction to the concept of t... Celoten opis
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152.25 €
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Computational Trust Models and Machine Learning provides a detailed introduction to the concept of trust and its application in various computer science areas, including multi-agent systems, online social networks, and communication systems. Identifying trust modeling challenges that cannot be addressed by traditional approaches, this book:

  • Explains how reputation-based systems are used to determine trust in diverse online communities
  • Describes how machine learning techniques are employed to build robust reputation systems
  • Explores two distinctive approaches to determining credibility of resources—one where the human role is implicit, and one that leverages human input explicitly
  • Shows how decision support can be facilitated by computational trust models
  • Discusses collaborative filtering-based trust aware recommendation systems
  • Defines a framework for translating a trust modeling problem into a learning problem
  • Investigates the objectivity of human feedback, emphasizing the need to filter out outlying opinions

Computational Trust Models and Machine Learning effectively demonstrates how novel machine learning techniques can improve the accuracy of trust assessment.

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O knjigi

Polni naslov Computational Trust Models and Machine Learning
Avtor Xin Liu
Jezik Angleščina
Vezava Knjiga - Trda
Datum izida 2014
Število strani 232
EAN 9781482226669
ISBN 9781482226669
Koda Libristo 06677866
Založba Apple Academic Press Inc.
Teža 470
Mere 158 x 241 x 18

Kategorije

Computing & Information Technology > Computer science > Artificial intelligence > Machine learning
Computing & Information Technology > Computer science > Mathematical theory of computation
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