An image-based investigation on color associations among 100 Chinese emotion words.

IF 2.6 3区 心理学 Q2 PSYCHOLOGY, EXPERIMENTAL Cognition & Emotion Pub Date : 2024-10-27 DOI:10.1080/02699931.2024.2420708
Jinmeng Dou, Zhuo Zhang
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Abstract

ABSTRACTImage data serves as a valuable resource for investigating relationships between colors and emotions. This study conducts an image-based visual corpus analysis on the color associations of 100 Chinese emotion words, aiming to uncover the pivotal roles of colors in understanding emotional concepts. The study addresses two primary objectives: (i) examining the interrelations among four affective properties (valence, arousal, prototypicality, and emotionality) and four image-based color attributes (Jz: a dimension depicting black-white color distinction, Az: a dimension for green-red, Bz: a dimension for blue-yellow, and color variability) associated with these emotion words; and (ii) assessing the efficacy of image-based color information in profiling affective (dis)similarities among different emotion words. The empirical results reveal (i) significant positive correlations between color variability and arousal, Jz and valence, Az and arousal, Bz and valence, as well as a negative correlation between Jz and prototypicality; (ii) the effectiveness of image-based color information in depicting the valence-dominated affective (dis)similarities among the 100 Chinese emotion words. This study contributes image-based empirical support to complement existing research on color-emotion mappings. Moreover, it advances methodological approaches by advocating for the utilisation of image data to address theoretical inquiries in cognitive science.

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基于图像的 100 个中文情感词的颜色关联研究。
摘要图像数据是研究色彩与情感关系的宝贵资源。本研究以图像为基础,对 100 个中文情感词的色彩关联进行了视觉语料分析,旨在揭示色彩在理解情感概念中的关键作用。该研究有两个主要目标:(i) 检验与这些情感词相关的四种情感属性(情绪、唤醒、原型和情绪性)和四种基于图像的色彩属性(Jz:描述黑白色彩区别的维度、Az:绿色-红色的维度、Bz:蓝色-黄色的维度和色彩变异性)之间的相互关系;(ii) 评估基于图像的色彩信息在剖析不同情感词之间情感(不)相似性方面的功效。实证结果显示:(i) 颜色变异性与唤醒程度、Jz 与情价、Az 与唤醒程度、Bz 与情价之间存在显著的正相关,而 Jz 与原型性之间存在负相关;(ii) 基于图像的颜色信息在描述 100 个中文情感词之间以情价为主的情感(不)相似性方面的有效性。本研究提供了基于图像的实证支持,以补充现有的颜色-情感映射研究。此外,该研究还提倡利用图像数据来解决认知科学的理论问题,从而推进了研究方法的发展。
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来源期刊
Cognition & Emotion
Cognition & Emotion PSYCHOLOGY, EXPERIMENTAL-
CiteScore
4.90
自引率
7.70%
发文量
90
期刊介绍: Cognition & Emotion is devoted to the study of emotion, especially to those aspects of emotion related to cognitive processes. The journal aims to bring together work on emotion undertaken by researchers in cognitive, social, clinical, and developmental psychology, neuropsychology, and cognitive science. Examples of topics appropriate for the journal include the role of cognitive processes in emotion elicitation, regulation, and expression; the impact of emotion on attention, memory, learning, motivation, judgements, and decisions.
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