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Book cover of Looking for Lies

Looking for Lies

An Exploratory Analysis for Automated Detection of Deception

by Marek N. Posard, Christian Johnson, Julia L. Melin, Emily Ellinger, Hilary Reininger ยท 2022

ISBN: 1977409520 9781977409522

Category: Computers / Artificial Intelligence / General

Page count: 92

<p>The authors of this report developed and tested the potential for new interviewing methods, including the use of machine learning (ML), to detect speech patterns that reflect attempts at deception or truthfulness during simulated background investigation interviews. They found that ML models are promising tools that have the capacity to augment existing security clearance background investigation processes.</p><p></p><p></p>