Embodied Conversational Agent-Based Deception Detection: Concealed Information Test Using Automated Electrodermal, Vocal, and Oculmentric Measurements

Aaron C. Elkins, Jeffrey G. Proudfoot, Nathan Twyman, Judee K Burgoon, Jay F Nunamaker

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

An Embodied Conversational Agent-based human deception detection system was tested in a laboratory experiment during which some subjects had committed a mock crime and had guilty knowledge of that crime. Sensor signals were analyzed for their ability to discriminate between guilty/deceptive and innocent/truthful examinees and suitability for conducting automated agent-based deception interviews. Electrodermal activity confirmed the presence of arousal during the agent-based interviews.

Original languageEnglish (US)
Title of host publicationLecture Notes in Networks and Systems
PublisherSpringer
Pages294-307
Number of pages14
DOIs
StatePublished - Jan 1 2018

Publication series

NameLecture Notes in Networks and Systems
Volume16
ISSN (Print)2367-3370
ISSN (Electronic)2367-3389

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Crime
Sensors
Experiments

Keywords

  • Agent-based deception interviewing
  • Credibility assessment
  • Deception detection
  • Human risk assessment

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Signal Processing
  • Control and Systems Engineering

Cite this

Elkins, A. C., Proudfoot, J. G., Twyman, N., Burgoon, J. K., & Nunamaker, J. F. (2018). Embodied Conversational Agent-Based Deception Detection: Concealed Information Test Using Automated Electrodermal, Vocal, and Oculmentric Measurements. In Lecture Notes in Networks and Systems (pp. 294-307). (Lecture Notes in Networks and Systems; Vol. 16). Springer. https://doi.org/10.1007/978-3-319-56991-8_22

Embodied Conversational Agent-Based Deception Detection : Concealed Information Test Using Automated Electrodermal, Vocal, and Oculmentric Measurements. / Elkins, Aaron C.; Proudfoot, Jeffrey G.; Twyman, Nathan; Burgoon, Judee K; Nunamaker, Jay F.

Lecture Notes in Networks and Systems. Springer, 2018. p. 294-307 (Lecture Notes in Networks and Systems; Vol. 16).

Research output: Chapter in Book/Report/Conference proceedingChapter

Elkins, AC, Proudfoot, JG, Twyman, N, Burgoon, JK & Nunamaker, JF 2018, Embodied Conversational Agent-Based Deception Detection: Concealed Information Test Using Automated Electrodermal, Vocal, and Oculmentric Measurements. in Lecture Notes in Networks and Systems. Lecture Notes in Networks and Systems, vol. 16, Springer, pp. 294-307. https://doi.org/10.1007/978-3-319-56991-8_22
Elkins AC, Proudfoot JG, Twyman N, Burgoon JK, Nunamaker JF. Embodied Conversational Agent-Based Deception Detection: Concealed Information Test Using Automated Electrodermal, Vocal, and Oculmentric Measurements. In Lecture Notes in Networks and Systems. Springer. 2018. p. 294-307. (Lecture Notes in Networks and Systems). https://doi.org/10.1007/978-3-319-56991-8_22
Elkins, Aaron C. ; Proudfoot, Jeffrey G. ; Twyman, Nathan ; Burgoon, Judee K ; Nunamaker, Jay F. / Embodied Conversational Agent-Based Deception Detection : Concealed Information Test Using Automated Electrodermal, Vocal, and Oculmentric Measurements. Lecture Notes in Networks and Systems. Springer, 2018. pp. 294-307 (Lecture Notes in Networks and Systems).
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