Computational Trust Models and Machine Learning PDF
By:Xin Liu,Anwitaman Datta,Ee-Peng Lim
Published on 2014-10-29 by CRC Press
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.
This Book was ranked at 22 by Google Books for keyword Computers Technology Internet Social Media novel.
Book ID of Computational Trust Models and Machine Learning's Books is bxQeBQAAQBAJ, Book which was written byXin Liu,Anwitaman Datta,Ee-Peng Limhave ETAG "3/BvLdCIeYo"
Book which was published by CRC Press since 2014-10-29 have ISBNs, ISBN 13 Code is 9781482226669 and ISBN 10 Code is 1482226669
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Book which have "232 Pages" is Printed at BOOK under CategoryComputers
Book was written in en
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