Computational Trust Models and Machine Learning

Name: Computational Trust Models and Machine Learning
Brand: Apple Academic Press Inc.
SKU: 9781482226669
Price: 3577 CZK
Availability: InStock

Autor: Xin Liu

Jazyk:

Vazba: Pevná

Vydavatel: Apple Academic Press Inc.

Dostupnost: 50 % šance

Prohledáme celý svět

3 577 Kč

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

Informace o knize

Autor

Xin Liu

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2014

Stránek

232

EAN

9781482226669

ISBN

9781482226669

Enbook ID

06677866

Vydavatel

Apple Academic Press Inc.

Hmotnost

470

Rozměry

158 x 241 x 18

Kompletní popis

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.

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Computational Trust Models and Machine Learning

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také