MARC details
| 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 |
Dewey Decimal Classification |
| 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 |
