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Exploring the movement dynamics of deception

机译:探索欺骗的运动动力学

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摘要

Both the science and the everyday practice of detecting a lie rest on the same assumption: hidden cognitive states that the liar would like to remain hidden nevertheless influence observable behavior. This assumption has good evidence. The insights of professional interrogators, anecdotal evidence, and body language textbooks have all built up a sizeable catalog of non-verbal cues that have been claimed to distinguish deceptive and truthful behavior. Typically, these cues are discrete, individual behaviors—a hand touching a mouth, the rise of a brow—that distinguish lies from truths solely in terms of their frequency or duration. Research to date has failed to establish any of these non-verbal cues as a reliable marker of deception. Here we argue that perhaps this is because simple tallies of behavior can miss out on the rich but subtle organization of behavior as it unfolds over time. Research in cognitive science from a dynamical systems perspective has shown that behavior is structured across multiple timescales, with more or less regularity and structure. Using tools that are sensitive to these dynamics, we analyzed body motion data from an experiment that put participants in a realistic situation of choosing, or not, to lie to an experimenter. Our analyses indicate that when being deceptive, continuous fluctuations of movement in the upper face, and somewhat in the arms, are characterized by dynamical properties of less stability, but greater complexity. For the upper face, these distinctions are present despite no apparent differences in the overall amount of movement between deception and truth. We suggest that these unique dynamical signatures of motion are indicative of both the cognitive demands inherent to deception and the need to respond adaptively in a social context.
机译:探测谎言的科学和日常实践都基于相同的假设:隐藏的认知状态表明,说谎者想要保持隐藏状态仍然会影响可观察到的行为。这个假设有充分的证据。专业审讯者的见解,轶事证据和肢体语言教科书都建立了相当大的非语言线索目录,据称这些非语言线索可以区分欺骗性和真实行为。通常,这些提示是离散的,单独的行为-手触摸嘴巴,额头抬起-仅仅根据它们的频率或持续时间来区别于真理。迄今为止的研究未能将任何这些非语言线索作为欺骗的可靠标志。在这里,我们认为这可能是因为随着时间的推移,简单的行为统计可能会错过行为丰富而微妙的行为组织。从动力学系统的角度对认知科学的研究表明,行为是跨多个时间尺度构造的,具有或多或少的规律性和结构。使用对这些动力学敏感的工具,我们分析了来自实验的身体运动数据,该实验使参与者处于选择或不选择说谎于实验者的现实情况下。我们的分析表明,当具有欺骗性时,在上表面以及在某些程度上在手臂中的连续运动波动的特征是稳定性较差但复杂性较高的动力学特性。对于上表面,尽管在欺骗和真实之间的总体移动量上没有明显差异,但仍存在这些区别。我们建议运动的这些独特的动态特征既表明欺骗固有的认知需求,又表明在社会环境中需要自适应地做出反应。

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