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Related Concept Videos

Eyewitness Memory01:22

Eyewitness Memory

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Eyewitness memory refers to the recollection of events by someone who has directly witnessed them, often serving as critical evidence in legal settings. This type of memory is commonly used in criminal cases where a witness describes details like a suspect's appearance, clothing, or behavior during a crime. However, despite its perceived reliability, eyewitness memory is prone to significant errors.
One such error is memory distortion, which occurs because human memory does not function...
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Attribution theory plays a crucial role in social psychology, helping to explain how individuals interpret the causes of behavior. One prominent model within this field is Harold Kelley's covariation theory, which provides a systematic approach to determining whether internal traits or external circumstances drive a person's actions. The model posits that individuals rely on three key types of information—consensus, consistency, and distinctiveness—to make these judgments.Consensus:...
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Deception is a pervasive aspect of human communication. Empirical studies have shown that most individuals engage in some form of deceit on a daily basis, with approximately 20% of social exchanges involving deceptive elements. Lying follows a developmental trajectory, peaking during adolescence and declining with age, possibly due to the maturation of cognitive control and social accountability.Cognitive and Social Factors in Deception DetectionDespite its prevalence, accurately detecting...
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Correspondent inference theory, proposed by Jones and Davis in 1965, seeks to explain how individuals infer stable personality traits from observed behaviors. It suggests that people attribute actions to underlying dispositions rather than external circumstances, particularly when the behavior appears intentional and socially significant.Voluntary Behavior and Dispositional AttributionAccording to this theory, individuals are more likely to attribute behavior to personal traits when it appears...
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False memories represent a cognitive distortion in which individuals recall events that did not happen, or remember them in an altered form. This phenomenon highlights the brain's constructive nature in processing and recalling memories, emphasizing that memory is not a perfect representation of past events but rather a dynamic reconstruction influenced by various factors.
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Hindsight bias leads you to believe that the event you just experienced was predictable, even though it really wasn’t. In other words, you knew all along that things would turn out the way they did. Can you relate this to the phrase "Hindsight is 20/20" now? 
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Holistic Facial Composite Creation and Subsequent Video Line-up Eyewitness Identification Paradigm
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Using machine learning analyses to explore relations between eyewitness lineup looking behaviors and suspect guilt.

Heather L Price1, Kaila C Bruer1, Mark C Adkins1

  • 1Department of Psychology.

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Summary

Machine learning identified specific eyewitness lineup behaviors that predict suspect guilt. These behaviors, like viewing duration and number of looks, can help interpret identification accuracy.

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Area of Science:

  • Cognitive Psychology
  • Forensic Science
  • Machine Learning Applications

Background:

  • Eyewitness identification is crucial in legal proceedings.
  • Understanding factors influencing identification accuracy is vital.
  • Current methods for assessing reliability, like confidence, have limitations.

Purpose of the Study:

  • To investigate which visual search behaviors during lineup viewing can predict suspect guilt.
  • To explore the utility of machine learning in analyzing these behaviors.
  • To determine if specific looking patterns correlate with accurate identification of guilty or innocent suspects.

Main Methods:

  • Two experiments were conducted involving children and adults making eyewitness identifications.
  • Participants viewed simultaneous lineups on interactive touchscreens, with their viewing interactions recorded.
  • Machine learning models were employed to analyze recorded visual search behaviors.

Main Results:

  • Experiment 1 found five visual variables accurately predicted target presence with 67% accuracy.
  • Experiment 2 identified four visual variables predicting target presence with 73% accuracy.
  • Specific patterns of looking duration and frequency differentiated between guilty and innocent suspect identifications.

Conclusions:

  • Eyewitness visual search behaviors provide valuable context for identification decisions.
  • Analyzing these behaviors can enhance the interpretation of eyewitness testimony.
  • This approach may offer a complementary tool to confidence ratings in assessing identification reliability.