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Related Concept Videos

Labeling Emotion01:20

Labeling Emotion

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Emotional labeling is a cognitive process that involves identifying and naming one's emotions, such as anger, fear, happiness, or sadness. It allows individuals to recognize and express their internal emotional states, a critical aspect of emotional regulation and communication. Labeling emotions requires more than mere recognition; it also involves drawing upon memory and contextual cues to understand the current situation and apply a corresponding emotional label. For instance, feeling...
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Stanley Schachter and Jerome Singer proposed the two-factor theory of emotion, which emphasizes the interplay between physiological arousal and cognitive labeling in forming emotional experiences. This theory suggests that emotions are not simply a result of physiological responses but rather a combination of these responses and the individual's cognitive interpretation of them.
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Charles Darwin proposed that facial expressions are an evolutionary adaptation for communication. He argued that these expressions are not influenced by culture but are universal across species. For example, a snarling expression with exposed teeth signals a threat in many animals, including humans. Darwin also suggested that displaying an emotion can intensify the feeling. Smiling, for example, could enhance one's sense of happiness. This idea laid the foundation for understanding the role...
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The physiology of emotions is a multifaceted process involving the autonomic nervous system, brain structures, hormones, and neurotransmitters. This intricate interplay dictates how emotions manifest in the body and influence behavior.
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Emotional Expression01:26

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Emotional expression encompasses how individuals convey their emotions through verbal communication and non-verbal cues. These non-verbal actions include facial expressions, body language, and physical gestures, such as frowning or smiling. Among these, facial expressions play a crucial role in emotional expression and are understood universally, indicating a biological basis for how humans communicate emotions.
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Unveiling Human Values: Analyzing Emotions behind Arguments.

Amir Reza Jafari1, Praboda Rajapaksha1,2, Reza Farahbakhsh1

  • 1Samovar, Telecom SudParis, Institut Polytechnique de Paris, 91120 Palaiseau, France.

Entropy (Basel, Switzerland)
|April 26, 2024
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Summary
This summary is machine-generated.

This study shows that analyzing emotions can significantly improve the detection of human values in text. This approach offers deeper insights into human behavior and decision-making processes.

Keywords:
GenAILLMsemotion analysishuman valueslanguage models

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Area of Science:

  • Computational Social Science
  • Psychology
  • Linguistics

Background:

  • Identifying human values in discourse is challenging due to their implicit nature and large quantity.
  • Understanding human values is crucial for social sciences and computational approaches.
  • Emotion analysis offers a novel feature for value detection.

Purpose of the Study:

  • To explore emotion analysis for enhanced human value detection.
  • To gain insights into human behavior through value and emotion analysis.
  • To improve information extraction related to human values.

Main Methods:

  • Applied intensive analyses of human values at different levels.
  • Integrated extracted emotion features into value detection models.
  • Conducted data-driven analyses to uncover underlying value characteristics.

Main Results:

  • Emotion analysis significantly improved human value detection performance.
  • Demonstrated enhanced information extraction capabilities.
  • Provided deeper understanding of emotion-value interactions in discourse.

Conclusions:

  • Emotion analysis is a key feature for improving human value detection.
  • This approach offers novel insights into human behavior and decision-making.
  • Data-driven analysis of emotions is crucial for understanding values.