| 000 -LEADER |
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| fixed length control field |
06952nam a2200745 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
7240062 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
IEEE |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20200413152918.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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m eo d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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cr cn |||m|||a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
150917s2015 cau foab 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781627053389 |
| Qualifying information |
ebook |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781627053372 |
| Qualifying information |
print |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.2200/S00656ED1V01Y201507HLT029 |
| Source of number or code |
doi |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(CaBNVSL)swl00405555 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)921517378 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
CaBNVSL |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
CaBNVSL |
| Modifying agency |
CaBNVSL |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
P98.3 |
| Item number |
.F572 2015 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
410.285 |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Fitzpatrick, Eileen., |
| Relator term |
author. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Automatic detection of verbal deception / |
| Statement of responsibility, etc. |
Eileen Fitzpatrick, Joan Bachenko, Tommaso Fornaciari. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
San Rafael, California (1537 Fourth Street, San Rafael, CA 94901 USA) : |
| Name of producer, publisher, distributor, manufacturer |
Morgan & Claypool, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2015. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 PDF (xvii, 101 pages) |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
electronic |
| Source |
isbdmedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Source |
rdacarrier |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Synthesis lectures on human language technologies, |
| International Standard Serial Number |
1947-4059 ; |
| Volume/sequential designation |
# 29 |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
Mode of access: World Wide Web. |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
System requirements: Adobe Acrobat Reader. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Part of: Synthesis digital library of engineering and computer science. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (pages 89-100). |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. Introduction -- 1.1 Introduction -- 1.2 Verbal cues to deception -- 1.2.1 Linguistic features used in identifying deception -- 1.2.2 Effectiveness of linguistic cues to deception -- 1.2.3 Verbal cues to ground truth -- 1.3 What's ahead -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
2. The background literature on behavioral cues to deception -- 2.1 Introduction -- 2.2 Nonverbal cues to deception -- 2.2.1 Polygraphy -- 2.2.2 Voice analysis: VSA and LVA -- 2.2.3 Thermography -- 2.2.4 Brain scan: EEG and MRI -- 2.2.5 Vocal cues -- 2.2.6 Body and facial movements -- 2.3 The psychology literature -- 2.3.1 DePaulo et al.'s study -- 2.3.2 Vrij's studies -- 2.4 The forensic literature -- 2.4.1 Statement analysis -- 2.4.2 Statement validity analysis -- 2.4.3 Reality monitoring -- 2.5 Forensic implementations of the literature -- 2.5.1 SCAN as an investigative tool and training program -- 2.5.2 Evaluations of SCAN -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
3. Data sources -- 3.1 Introduction -- 3.2 Establishing ground truth -- 3.2.1 Forensic data sources: spoken and written -- 3.2.2 Financial reports -- 3.2.3 Mass media communications -- 3.3 Risks with ground truth sources -- 3.3.1 Legal and forensic interviews and statements -- 3.3.2 Financial reports -- 3.3.3 Mass media communications -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
4. The language of deception: computational approaches -- 4.1 Computational approaches to verbal deception -- 4.1.1 Establishing comparative measures of system performance -- 4.1.2 Classification and ranking -- 4.1.3 Training and testing -- 4.1.4 System evaluation -- 4.1.5 Prepping the data -- 4.2 Considerations specific to deception -- 4.2.1 Data types amenable to deception research -- 4.2.2 Unit of analysis: the liar or the lie -- 4.2.3 Lies of omission and commission -- 4.2.4 Level of data used for modeling -- 4.2.5 Training data and ground truth -- 4.3 The current systems -- 4.3.1 Characters and n-grams -- 4.3.2 Features -- 4.3.3 Studies looking above the lexical level -- 4.4 Conclusion -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
5. Open questions -- 5.1 Introduction -- 5.2 Impact of contextual factors on deceptive narrative -- 5.3 Deceptive language and imaginative language -- 5.4 Measuring the distance between diverse narratives -- 5.5 Ground truth annotation: the search for gold-standard data -- 5.6 A common data set -- 5.7 Cue clustering -- 5.8 Correlation of verbal with nonverbal cues -- 5.9 Conclusion -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Bibliography -- Authors' biographies. |
| 506 1# - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
Abstract freely available; full-text restricted to subscribers or individual document purchasers. |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Compendex |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
INSPEC |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google scholar |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google book search |
| 520 3# - SUMMARY, ETC. |
|---|
| Summary, etc. |
The attempt to spot deception through its correlates in human behavior has a long history. Until recently, these efforts have concentrated on identifying individual "cues" that might occur with deception. However, with the advent of computational means to analyze language and other human behavior, we now have the ability to determine whether there are consistent clusters of differences in behavior that might be associated with a false statement as opposed to a true one. While its focus is on verbal behavior, this book describes a range of behaviors.physiological, gestural as well as verbal.that have been proposed as indicators of deception. An overview of the primary psychological and cognitive theories that have been offered as explanations of deceptive behaviors gives context for the description of specific behaviors. The book also addresses the differences between data collected in a laboratory and "real-world" data with respect to the emotional and cognitive state of the liar. It discusses sources of real-world data and problematic issues in its collection and identifies the primary areas in which applied studies based on real-world data are critical, including police, security, border crossing, customs, and asylum interviews; congressional hearings; financial reporting; legal depositions; human resource evaluation; predatory communications that include Internet scams, identity theft, and fraud; and false product reviews. Having established the background, this book concentrates on computational analyses of deceptive verbal behavior that have enabled the field of deception studies to move from individual cues to overall differences in behavior. The computational work is organized around the features used for classification from n-gram through syntax to predicate-argument and rhetorical structure. The book concludes with a set of open questions that the computational work has generated. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE |
|---|
| Additional physical form available note |
Also available in print. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Title from PDF title page (viewed on September 17, 2015). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computational linguistics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Truthfulness and falsehood |
| General subdivision |
Data processing. |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
credibility assessment |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
deception detection |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
factual language |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
forensic linguistics |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
gold-standard data |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
ground truth |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
high-stakes scenarios |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
imaginative language |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
real-world data |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
stylometry |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
text classification |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Bachenko, Joan C., |
| Relator term |
author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Fornaciari, Tommaso., |
| Relator term |
author. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| International Standard Book Number |
9781627053372 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis digital library of engineering and computer science. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis lectures on human language technologies ; |
| Volume/sequential designation |
# 29. |
| International Standard Serial Number |
1947-4059 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Abstract with links to resource |
| Uniform Resource Identifier |
http://ieeexplore.ieee.org/servlet/opac?bknumber=7240062 |
