将迷幻和冥想体验报告与自然语言处理进行比较
Konsta Kallio-Mannila1, Rosa Salmela2, Jussi Jylkkä3
1Department of Psychology, University of Turku, Turku, Finland. konsta.kalliomannila@gmail.com.
Scientific reports
|December 16, 2025
概括
迷幻和冥想体验有相似之处,但在情绪强度上有所不同. 与冥想相比,迷幻药产生了更多的情感充满,有意义的经历.
科学领域:
- 神经科学是一个神经科学.
- 心理学 心理学 心理学
- 计算语言学 计算语言学
背景情况:
- 迷幻药和冥想可以诱导深刻的,有意义的经历.
- 了解这些经验之间的相似之处和差异至关重要.
研究的目的:
- 用自然语言处理 (NLP) 来比较由迷幻药物诱导的主观体验与冥想.
- 探索这些变革性经验的语义,词汇和情感特征.
主要方法:
- 分析了197个开放式叙事报告,这些报告来自经历过迷幻药物或冥想的参与者.
- 应用文本相似性,主题建模和情绪分析技术.
主要成果:
- 心理学和冥想经验报告之间在语义和词汇内容上的高度相似性.
- 两组都报告了积极的情绪,但迷幻体验更具情绪 (更高的积极和消极情绪).
- 冥想体验通常在情绪语调方面更为中立.
结论:
- 迷幻和冥想诱导的经历通常相似,但在情绪强度上有所不同.
- 情绪强度可能是这些深刻的主观状态之间的关键差异化因素.
- 需要进一步的研究来克服NLP的局限性,并充分理解变革性的经验.
关键词:
幻觉制造物 幻觉制造物在 LDA LDA 中.冥想 冥想 冥想 冥想自然语言处理自然语言处理.迷幻药物 迷幻药物是一种精神药物.情绪分析是一种情绪分析.国际货币基金组织-国际货币基金组织文本相似性分析主题建模 主题建模变革性的经验.更多相关视频
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