A Four-Domain Model for Detecting Deception: An Alternative Paradigm for Interviewing.

Navarro, Joe

doi:10.1037/e312592004-005

Cited by 2 publications

(7 citation statements)

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“…Deceivers put their hands in their pockets and look around more than the participants in the natural condition. Our observations also corroborate previous findings that deceivers display the opposite of the expected behavior or display a controlled movement [22,19,48]. Some of the novel components of our work include: 1.…”

Section: Introductionsupporting

confidence: 89%

“…A set of 3D positions of each joint j i , i ∈ {1, 2, ..., 16} represents a human pose. We define the gait W i of a human obtained from the i th video as a series of poses P k i ∈ R 48 where k ∈ [1, 2, ..., τ ]. Each pose corresponds to a frame k from the video, and τ is the total number of frames in the video.…”

Section: Notationmentioning

confidence: 99%

“…Prior literature on deception suggests that people showing deceptive behavior often feel distressed, and levels of discomfort can be used to detect a person's truthfulness. These levels of discomfort may appear in fidgeting (adjusting their shirt/moving their hands) or while glancing at objects such as a clock or a watch [48]. Touching the face around the forehead, neck, or back of the head is also an indicator of discomfort related to deception [24].…”

Section: Gesturesmentioning

confidence: 99%

“…We use these findings and consider the following set of gestures:{Hands In Pockets, Looking Around, Touching Face, Touching Shirt/Jackets, Touching Hair, Hands Folded, Looking at Phone}. We chose this set because it includes all the hand gestures observed in the walking videos of participants, and these gestures have been reported to be related to deception [24,48]. For each walking video, we annotate whether each gesture from this set is present or absent.…”

Section: Gesturesmentioning

confidence: 99%

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The Liar's Walk: Detecting Deception with Gait and Gesture

Randhavane¹,

Bhattacharya²,

Kapsaskis³

et al. 2019

Preprint

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We present a data-driven deep neural algorithm for detecting deceptive walking behavior using nonverbal cues like gaits and gestures. We conducted an elaborate user study, where we recorded many participants performing tasks involving deceptive walking. We extract the participants' walking gaits as series of 3D poses. We annotate various gestures performed by participants during their tasks. Based on the gait and gesture data, we train an LSTM-based deep neural network to obtain deep features. Finally, we use a combination of psychology-based gait, gesture, and deep features to detect deceptive walking with an accuracy of 93.4%. This is an improvement of 16.1% over handcrafted gait and gesture features and an improvement of 5.9% and 10.1% over classifiers based on the state-of-the-art emotion and action classification algorithms, respectively. Additionally, we present a novel dataset, DeceptiveWalk, that contains gaits and gestures with their associated deception labels. To the best of our knowledge, ours is the first algorithm to detect deceptive behavior using non-verbal cues of gait and gesture.

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Section: Introductionsupporting

confidence: 89%

Section: Notationmentioning

confidence: 99%

Section: Gesturesmentioning

confidence: 99%

Section: Gesturesmentioning

confidence: 99%

See 2 more Smart Citations

The Liar's Walk: Detecting Deception with Gait and Gesture

Randhavane¹,

Bhattacharya²,

Kapsaskis³

et al. 2019

Preprint

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show abstract

“…It is important to mention that law enforcement officers are not the only people who analyze and look for deceptive practicescitizens and criminals can do this too. According to Navarro (2003), the four domains are: comfort/discomfort, emphasis, synchrony, and perception management.…”

Section: Domainsmentioning

confidence: 99%

Yay Or Nay? A Media Analysis Of How Deception Is Utilized As A Leadership Tactic In The Television Show Sons Of Anarchy

Lanigan¹

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The purpose of this study is to examine the portrayal of deception and leadership in Sons of Anarchy. Specifically, this study will look at how relationships, both professional and personal, will affect how deception is used. This is important because once personal relationships start to intertwine with professional relationships, it could start to bring negative consequences to the organization. The characters which will be analyzed within Sons of Anarchy are Clay and Jax. These characters are both leaders but have different motives for their actions. Moreover, Clay is the stepfather to Jax, so, in addition to learning about their workplace relationships, there will be a look into their personal relationship as well. These two characters have a close relationship, and this may be a cause of why the tensions between both leaders arise at times. I want to discover how deception works within an organization, and I believe some of the deceptive practices by both characters are done in spite of one another since their relationship is close. This would allow me not only to see how deception affects professional relationships but additionally, personal relationships. Therefore, I think it is essential to examine both professional and personal relationships with this study and see how it affects deception as a leadership strategy.

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A Four-Domain Model for Detecting Deception: An Alternative Paradigm for Interviewing.

Cited by 2 publications

References 0 publications

The Liar's Walk: Detecting Deception with Gait and Gesture

The Liar's Walk: Detecting Deception with Gait and Gesture

Yay Or Nay? A Media Analysis Of How Deception Is Utilized As A Leadership Tactic In The Television Show Sons Of Anarchy

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