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Automatic Detection of Verbal Deception (Paperback) Loot Price: R1,062
Discovery Miles 10 620
Automatic Detection of Verbal Deception (Paperback): Eileen Fitzpatrick, Joan Bachenko, Tommaso Fornaciari

Automatic Detection of Verbal Deception (Paperback)

Eileen Fitzpatrick, Joan Bachenko, Tommaso Fornaciari

Series: Synthesis Lectures on Human Language Technologies

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Loot Price R1,062 Discovery Miles 10 620 | Repayment Terms: R100 pm x 12*

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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 -gram through syntax to predicate-argument and rhetorical structure. The book concludes with a set of open questions that the computational work has generated.

General

Imprint: Springer International Publishing AG
Country of origin: Switzerland
Series: Synthesis Lectures on Human Language Technologies
Release date: September 2015
First published: 2015
Authors: Eileen Fitzpatrick • Joan Bachenko • Tommaso Fornaciari
Dimensions: 235 x 191mm (L x W)
Format: Paperback
Pages: 101
ISBN-13: 978-3-03-101030-9
Languages: English
Subtitles: English
Categories: Books > Language & Literature > Language & linguistics > Computational linguistics
Books > Computing & IT > Applications of computing > Artificial intelligence > Natural language & machine translation
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LSN: 3-03-101030-2
Barcode: 9783031010309

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