Autonomous Scientifically Controlled Screening Systems for Detecting Information Purposely Concealed by Individuals

Nathan W. Twyman, Paul Benjamin Lowry, Judee K Burgoon, Jay F Nunamaker

Research output: Contribution to journalArticle

28 Citations (Scopus)

Abstract

Screening individuals for concealed information has traditionally been the purview of professional interrogators investigating crimes. However, the ability to detect when a person is hiding important information would have high value in many other applications if results could be reliably obtained using an automated and rapid interviewing system. Unfortunately, this ideal has thus far been stymied by practical limitations and inadequate scientific control in current interviewing systems. This study proposes a new class of systems, termed autonomous scientifically controlled screening systems (ASCSS), designed to detect individuals' purposely hidden information about target topics of interest. These hidden topics of interest could cover a wide range, including knowledge of concealed weapons, privacy violations, fraudulent organizational behavior, organizational security policy violations, preemployment behavioral intentions, organizational insider threat, leakage of classified information, or even consumer product use information. ASCSS represent a systematic synthesis of structured interviewing, orienting theory, defensive response theory, noninvasive psychophysiological measurement, and behavioral measurement. To evaluate and enhance the design principles, we built a prototype automated screening kiosk system and configured it for a physical security screening scenario in which participants constructed and attempted to smuggle a fake improvised explosive device. The positive results provide support for the proposition that ASCSS may afford more widespread application of credibility assessment screening systems.

Original languageEnglish (US)
Pages (from-to)106-137
Number of pages32
JournalJournal of Management Information Systems
Volume31
Issue number3
DOIs
StatePublished - Jul 3 2014

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Screening
Consumer products
Crime
Information use
Interviewing

Keywords

  • automated screening kiosk
  • autonomous scientifically controlled screening system
  • concealed information test
  • credibility assessment
  • deception detection
  • defensive response
  • design science
  • eye-tracking measures
  • orienting response
  • physical security

ASJC Scopus subject areas

  • Management Information Systems
  • Information Systems and Management
  • Management Science and Operations Research
  • Computer Science Applications

Cite this

Autonomous Scientifically Controlled Screening Systems for Detecting Information Purposely Concealed by Individuals. / Twyman, Nathan W.; Lowry, Paul Benjamin; Burgoon, Judee K; Nunamaker, Jay F.

In: Journal of Management Information Systems, Vol. 31, No. 3, 03.07.2014, p. 106-137.

Research output: Contribution to journalArticle

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