Computational trust models and machine learning / (Record no. 30779)

000 -LEADER
fixed length control field 02385cam a2200421 i 4500
003 - CONTROL NUMBER IDENTIFIER
control field CUTN
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20190906112300.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 140718s2014 fluad b 001 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781482226669 (hardback)
041 ## - LANGUAGE CODE
Language English
042 ## - AUTHENTICATION CODE
Authentication code pcc
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31
Edition number 23
084 ## - OTHER CLASSIFICATION NUMBER
Classification number COM037000
-- COM051240
-- TEC008000
Source of number bisacsh
245 00 - TITLE STATEMENT
Title Computational trust models and machine learning /
Statement of responsibility, etc editors Xin Liu; Anwitaman Datta and Ee-Peng Lim,
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Boca Raton, FL :
Name of publisher, distributor, etc CRC Press,
Date of publication, distribution, etc [2015] ©2015
300 ## - PHYSICAL DESCRIPTION
Extent xxiv, 208 pages :
Other physical details illustrations, charts ;
Dimensions 24 cm.
505 ## - FORMATTED CONTENTS NOTE
Title 1. Introduction --<br/>
-- 2. Trust in online communities --<br/>
-- 3. Judging the veracity of claims and reliability of sources --<br/>
-- 4. Web credibility assessment --<br/>
-- 5. Trust-aware recommender systems --<br/>
-- 6. Biases in trust-based systems.
520 ## - SUMMARY, ETC.
Summary, etc "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"--
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computational intelligence.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Truthfulness and falsehood
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element COMPUTERS / Machine Theory.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element COMPUTERS / Software Development & Engineering / Systems Analysis & Design.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element TECHNOLOGY & ENGINEERING / Electronics / General.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Liu, Xin
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Datta, Anwitaman.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Lim, Ee-Peng.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type General Books
490 0# - SERIES STATEMENT
Series statement Chapman & Hall/CRC machine learning & pattern recognition series
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (pages 175-201) and index.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
General subdivision Mathematical models.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Source of heading or term bisacsh
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Source of heading or term bisacsh
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Source of heading or term bisacsh
700 1# - ADDED ENTRY--PERSONAL NAME
Titles and other words associated with a name (Mathematician)
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN)
a 7
b cbc
c orignew
d 1
e ecip
f 20
g y-gencatlg
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Permanent Location Location Shelving location Date of Cataloging Full call number Barcode Date last seen Price effective from Koha item type
&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Non-fiction CUTN Central Library CUTN Central Library Generalia 2019-09-06 006.31 LIU 36779 2019-09-06 2019-09-06 General Books

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