一个实验和模拟研究情感信息对模拟推理的影响
Ariana A Castro1, John E Hummel1, Howard Berenbaum1
1University of Illinois at Urbana-Champaign, USA.
Cognition
|June 19, 2023
概括
情绪信息会影响类比推理. 与任务相关的情绪可以提高工作绩效,而与任务无关的情绪则会降低工作绩效,正如使用LISA模型对情绪面孔的人任务和模拟的研究所表明的那样.
科学领域:
- 认知心理学 认知心理学
- 计算神经科学是一种神经科学.
- 人工智能的人工智能
背景情况:
- 情绪信息处理对人类认知至关重要.
- 模拟推理是一种基本的认知能力.
- 情绪和推理之间的相互作用尚未完全理解.
研究的目的:
- 调查与任务相关的和与任务无关的情绪信息如何影响模拟推理性能.
- 模拟观察到的行为效应使用学习和推理与方案和类比 (LISA) 模型.
- 探索工作记忆负载在调节情感信息对推理的影响中的作用.
主要方法:
- 参与者完成了一项新的模拟推理任务 (情感面孔的人任务),使用情感或中性刺激.
- 收集和分析行为数据以确定准确性和响应时间.
- 用LISA计算模型来模拟人类的表现和测试理论机制.
主要成果:
- 与任务相关的情绪信息导致了更慢但更准确的表现.
- 与任务无关的情感信息导致了更快但更不准确的表现.
- 工作记忆负载调节了情绪的影响,在高负载下效果复制.
结论:
- 情绪刺激通过吸引注意力来影响类比推理.
- LISA模型可以通过调整突出性和警等参数来解释这些效应.
- 这些发现突出了情绪,注意力和推理中的认知控制之间的复杂相互作用.
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