Computational Trust Models and Machine Learning

Name: Computational Trust Models and Machine Learning
Brand: Apple Academic Press Inc.
SKU: 9781482226669
Price: 858.56 RON
Availability: InStock

Autor: Xin Liu

Limbă:

Legare: Copertă tare

Editura: Apple Academic Press Inc.

Disponibilitate: șansă 50%

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858.56 lei

Computational Trust Models and Machine Learning provides a detailed introduction to the concept of t...

Informații despre carte

Autor

Xin Liu

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2014

Pagini

232

EAN

9781482226669

ISBN

9781482226669

Enbook ID

06677866

Editura

Apple Academic Press Inc.

Greutate

470

Dimensiuni

158 x 241 x 18

Descriere completă

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 resourcesone 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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