Computational Trust Models and Machine Learning

Name: Computational Trust Models and Machine Learning
Brand: Apple Academic Press Inc.
SKU: 9781482226669
Price: 659.68 PLN
Availability: InStock

Autor: Xin Liu

Język:

Oprawa: Twarda

Wydawca: Apple Academic Press Inc.

Dostępność: 50 % szansa

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

Informacje o książce

Autor

Xin Liu

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2014

strony

232

EAN

9781482226669

ISBN

9781482226669

Enbook ID

06677866

Wydawca

Apple Academic Press Inc.

Waga

470

Wymiary

158 x 241 x 18

Pełny opis

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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