ISEAR (International Survey on Emotion Antecedents and Reactions)

在 1990 年代的许多年里，世界各地的一大群心理学家在 ISEAR 项目中收集了数据，该项目由 Klaus R. Scherer 和 Harald Wallbott 指导。学生受访者，包括心理学家和非心理学家，被要求报告他们经历过所有 7 种主要情绪（快乐、恐惧、愤怒、悲伤、厌恶、羞耻和内疚）的情况。在每种情况下，问题都涵盖了他们评估情况的方式以及他们的反应。因此，最终数据集包含来自五大洲 37 个国家的近 3000 名受访者对七种情绪的报告。For many years during the 1990s, a large cohort of psychologists worldwide collected data under the ISEAR project, which was directed by Klaus R. Scherer and Harald Wallbott. Student respondents, including both psychologists and non-psychologists, were asked to report episodes during which they had experienced all seven primary emotions: joy, fear, anger, sadness, disgust, shame, and guilt. For each such episode, the survey questions covered both how they appraised the situation and their subsequent reactions. As a result, the final dataset contains reports of these seven emotions from nearly 3,000 respondents across 37 countries on five continents.

搜集汇总

背景与挑战

背景概述

ISEAR数据集由心理学家在1990年代收集，涵盖来自37个国家近3000名受访者对七种基本情绪的报告，包括情绪诱因和反应信息。该数据集适用于情感分析和文本分类研究。