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Emotion Recognition through AI

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NIAID Data Ecosystem2026-05-02 收录
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https://doi.org/10.7910/DVN/KJEOTA
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资源简介:
Emotions are central elements of human experience and communication1. They influence not only our individual decisions and behaviors but also our interactions with others2. Traditionally, the recognition and interpretation of emotions have been the domain of human intuition and psychological expertise3. However, with the advent of Artificial Intelligence (AI) and machine learning, new possibilities have emerged to systematically and automatically recognize and analyze emotions4. The ability of machines to recognize emotions has the potential to revolutionize a wide range of applications, from healthcare to education, marketing, and customer service5. Emotional intelligence—the ability to recognize, understand, and influence one's own and others' emotions—is a key factor in successful human interactions6. If machines can learn to recognize and respond to emotions, they could be capable of making more effective and empathetic decisions7. The increasing integration of emotion recognition in technological systems also raises a number of questions8. These concern the technical challenges of accurately recognizing emotions, the ethical implications of data usage and processing, and the societal impacts of the widespread application of such technologies9.
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2024-08-10
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