开发和验证儿童情绪数据库 (CED):学龄前儿童的基本和复杂的面部表情
Nadia Koltcheva1, Ivo D Popivanov1,2
1Department of Cognitive Science and Psychology, New Bulgarian University, 1618 Sofia, Bulgaria.
Children (Basel, Switzerland)
|July 29, 2025
概括
这项研究介绍了儿童情绪数据库 (CED),其中包括学龄前儿童的基本和复杂的面部表情. CED是了解儿童情绪发展和应用的宝贵资源.
科学领域:
- 发展心理学 发展心理学
- 情感科学是一种情感科学.
- 计算机视觉 计算机视觉
背景情况:
- 面部表情是识别情绪的关键,对社会情感技能至关重要.
- 现有的情感数据库主要使用成人面孔,并省略复杂的表情.
- 需要资源来捕捉儿童的各种情绪表达.
研究的目的:
- 介绍儿童情绪数据库 (CED),这是一个关于学龄前儿童面部表情的新型存储库.
- 包括基本和复杂的情绪表达,解决当前资源的差距.
- 为儿童发展研究和应用目的提供经过验证的数据集.
主要方法:
- 在标准化条件下,拍摄了三名6岁儿童在标准化条件下表达11种基本和复杂的情绪.
- 使用免费标签和识别任务与成人和儿童评分员验证了面部表情.
- 计算每个情绪的识别准确度,以评估数据库的实用性.
主要成果:
- 基本的情绪和中立的表达被识别得非常准确.
- 复杂的情绪被评级者认知得不那么准确,与发展文献保持一致.
- 儿童情绪数据库 (CED) 提供了一套经过验证的学龄前儿童情绪表达.
结论:
- 儿童情绪数据库 (Children's Emotions Database,简称CED) 是研究幼儿期情绪发展的一个新资源.
- 该数据库支持研究识别学龄前儿童的基本和复杂情绪.
- 该中心可以为幼儿的教育干预和临床应用提供信息.
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