在100个中文情感词语中,基于图像的色彩关联调查
1Department of Chinese Language and Literature, School of Humanities, Shanghai Jiao Tong University, Shanghai, People's Republic of China.
Cognition & emotion
|October 27, 2024
概括
颜色显著影响情感感知,图像分析揭示了颜色属性和情感属性 (如兴奋和价值) 之间的相关性. 这项研究强调了颜色.
科学领域:
- 认知科学 认知科学
- 心理学 心理学 心理学
- 计算机视觉 计算机视觉
- 情感计算是一种情感计算.
背景情况:
- 颜色与情感的关联对于理解情感概念至关重要.
- 现有的研究缺乏全面的,基于图像的经验支持颜色情感映射.
- 视觉体分析为研究这些关系提供了一种新的方法.
研究的目的:
- 调查100个中文情感词的情感性质 (价值,兴奋,原型性,情感性) 和基于图像的颜色属性 (Jz,Az,Bz,颜色变化) 之间的相互关系.
- 评估基于图像的色彩信息在描述情感词语之间的情感相似性和差异方面的有效性.
- 为色彩在情感认知中的作用提供经验证据.
主要方法:
- 基于图像的视觉体分析100个中文情感词.
- 对情感性质和基于图像的颜色属性的量化 (Jz,Az,Bz,颜色变化).
- 统计分析以检查相关性并评估色彩信息在情感分析中的有效性.
主要成果:
- 在颜色变化和唤起,Jz和价值,Az和唤起,Bz和价值之间发现了显著的正相关性.
- 在Jz (黑白区分) 和原型性之间观察到负相关性.
- 基于图像的色彩信息有效地描绘了情感词语之间的价值主导的情感 (不) 相似性.
结论:
- 基于图像的颜色属性与情感词的情感性质有很大关系.
- 颜色信息,特别是与价值相关的方面,在区分情绪方面是有效的.
- 这项研究通过利用图像数据来探索色彩情感关系和方法论方法来推进认知科学.
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