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Assessing the Power of Words to Facilitate Emotion Category Learning

机译:评估词语来促进情感的力量类别学习

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Previous research suggests that labels shape the categorization of emotional stimuli such as facial configurations, yet the strongest evidence of labels’ influence on category learning comes from work on object categories. In particular, Lupyan et al. (Psychol Sci 18(12):1077-108, 2007) found that novel categories of aliens were learned faster by participants provided with nonsense labels during feedback. We summarize a series of five studies in which we examined whether this wordenhancement effect on learning would extend to novel categories of emotion. These studies were conceptual replications of the paradigm used by Lupyan et al. (Psychol Sci 18(12):1077-108, 2007) designed so that participants would associate novel expressive behaviors with situated experiences. We hypothesized that participants would learn to categorize exemplars of novel emotion categories over the duration of the task, and that categorization would be facilitated for participants who were presented with category labels during learning. We simultaneously analyzed data from all five studies in an integrative data analysis, allowing us to test the effects of learning over time and label condition with increased statistical power. Across all five studies, we found that, while participant performance did improve over time, in no case was it facilitated by including emotion labels at feedback. These results join others in suggesting that the effect of labels on emotion categorization may be more context-dependent than previously supposed—varying by the type of category learning task as well as the specific categories being learned and their relationship to previously acquired knowledge—such that there may be multiple pathways for emotion category learning.
机译:先前的研究表明,标签的形状分类等情绪刺激的面部配置,然而,最有力的证据标签的类别学习的影响从工作对象类别。Lupyan et al . (Psychol Sci(12): 1077-108 18人,2007年)发现小说类别的外星人学习更快的参与者提供废话标签在反馈。我们检查了一系列的五个研究这是否wordenhancement影响学习将扩展到小说类别的情感。这些研究都是概念性的复制Lupyan et al。(Psychol Sci所使用的范例18日(12):1077 - 108,2007),这样设计的参与者将小说表达联系起来行为与经验。假设参与者会学会分类原型小说的情感类别在任务的持续时间,分类可以促进参与者提供类别标签在学习。从所有五个研究的分析数据综合数据分析,允许我们测试学习的影响随着时间的推移和标签条件与统计能力增强。在所有五个研究中,我们发现,虽然参与者性能并改善随着时间的推移,任何情况下是通过包括情感标签在反馈。这表明标签对情绪的影响分类可能更多的上下文相关的以前supposed-varying的类型类别以及特定的学习任务类别学习和他们的关系此前获得的知识,可能是多个通路为情感类别学习。

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