Title Computational trust models and machine learning / edited by Xin Liu, EPFL Lausanne, Switzerland, Anwitaman Datta, Nanyang Technological University Singapore, Ee-Peng Lim, Singapore Management University.

Publication Info.	Boca Raton, FL : CRC Press, [2015]
	©2015

Online access
Online ebook via EBSCO. Access restricted to current Rider University students, faculty, and staff.
Instructions for reading/downloading the EBSCO version of this ebook

Item Status

Description	1 online resource (xxiv, 208 pages).
Physical Medium	polychrome
Description	text file
Series	Chapman & Hall/CRC machine learning & pattern recognition series
	Chapman & Hall/CRC machine learning & pattern recognition series.
Note	"A Chapman & Hall book."
Summary	"This book provides an introduction to computational trust models from a machine learning perspective. After reviewing traditional computational trust models, it discusses a new trend of applying formerly unused machine learning methodologies, such as supervised learning. The application of various learning algorithms, such as linear regression, matrix decomposition, and decision trees, illustrates how to translate the trust modeling problem into a (supervised) learning problem. The book also shows how novel machine learning techniques can improve the accuracy of trust assessment compared to traditional approaches"-- Provided by publisher
Bibliography	Includes bibliographical references and index.
Contents	1. Introduction -- 2. Trust in online communities -- 3. Judging the veracity of claims and reliability of sources -- 4. Web credibility assessment -- 5. Trust-aware recommender systems -- 6. Biases in trust-based systems.
Local Note	eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America
Subject	Computational intelligence.
	Computational intelligence.
	Machine learning.
	Machine learning.
	Truthfulness and falsehood -- Mathematical models.
	Mathematical models.
	Truthfulness and falsehood.
	COMPUTERS -- General.
Genre/Form	Electronic books.
	Electronic books.
Added Author	Liu, Xin (Mathematician), editor.
	Datta, Anwitaman, editor.
	Lim, Ee-Peng, editor.
Other Form:	Print version: Computational trust models and machine learning. Boca Raton : CRC Press, 2014 9781482226669 (DLC) 2014028238 (OCoLC)884440170
ISBN	9781482226676 (electronic book)
	1482226677 (electronic book)
	9781322637464 (MyiLibrary)
	1322637466 (MyiLibrary)
	9781482226669
	1482226669

Title Computational trust models and machine learning / edited by Xin Liu, EPFL Lausanne, Switzerland, Anwitaman Datta, Nanyang Technological University Singapore, Ee-Peng Lim, Singapore Management University.

Item Status

Library Links

Search Tools