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Computational Trust Models and Machine Learning
Engelsk Hardback
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Computational Trust Models and Machine Learning
Engelsk Hardback

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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.

Product detaljer
Sprog:
Engelsk
Sider:
232
ISBN-13:
9781482226669
Indbinding:
Hardback
Udgave:
ISBN-10:
1482226669
Kategori:
Udg. Dato:
29 okt 2014
Længde:
18mm
Bredde:
158mm
Højde:
241mm
Forlag:
Taylor & Francis Inc
Oplagsdato:
29 okt 2014
Forfatter(e):
Kategori sammenhænge