自然语言处理揭示了在更高的自我效能水平上,精神时间旅行的差异
Laurin Plank1, Armin Zlomuzica2
1Department of Behavioral and Clinical Neuroscience, Ruhr-University Bochum (RUB), Massenbergstraße 9-13, 44787, Bochum, Germany.
Scientific reports
|October 25, 2024
概括
自我效能,相信自己有能力取得成功,通过扩大记忆和想象力来增强心理时间旅行 (MTT). 更高的自我效能也促进了积极的重新评估和在想象中的场景中发挥积极的作用.
科学领域:
- 认知心理学 认知心理学
- 神经科学是一个神经科学.
- 计算语言学 计算语言学
背景情况:
- 心理时间旅行 (MTT) 涉及重建过去和未来的经验,影响自我信念.
- 自我效能 (SE) 与MTT有关,这表明一个人对自己的能力的信念和时间认知之间存在功能关系.
研究的目的:
- 通过使用自然语言处理 (NLP) 调查自我效能和精神时间旅行之间的关系.
- 量化自我效能如何影响个人经验叙述的语义内容和结构.
主要方法:
- 使用新的自然语言处理 (NLP) 技术分析心理时间旅行叙述.
- 语义相似性,内容多样性,情感重新评估和参与者叙述中的代理角色的量化.
主要成果:
- 具有更高自我效能的参与者回忆和想象的经验具有更少的语义相似性和更大的内容多样性.
- 提高自我效能与对过去事件的积极重新评估以及在想象中的未来场景中发挥更积极的作用相关.
- NLP有效量化了与认知和情感功能相关的个人经验重建的变化.
结论:
- 自然语言处理为分析和量化个人经验的重建提供了一种有价值的方法.
- 自我效能在很大程度上塑造了心理时间旅行的性质,影响了记忆,想象力和情绪处理.
- 研究结果突出了自我效能在认知和情感福祉中的适应性作用,通过增强心理时间旅行能力.
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