为什么人类的动物性判断是持续的,而不是明确的? 一种计算建模方法
1Department of Psychology, University of Alberta, Edmonton, AB, Canada.
Frontiers in psychology
|June 21, 2023
概括
人类灵性判断不是二进制的,有边界病例和角色的不同分类. 计算模型显示,动物性判断依赖于不完美的类别成员估计,支持家族相似性方法.
科学领域:
- 认知科学 认知科学
- 计算语言学 计算语言学
- 心理学 心理学 心理学
背景情况:
- 动态性通常被认为是一个简单的二进制概念 (动态与无生命).
- 人类对动物性的判断揭示了更细微的范围,包括边界病例和对某些实体和角色的不一致分类.
研究的目的:
- 以计算方式建模人类动物性判断.
- 通过词嵌入和类别信息,识别影响动画判断的特征.
主要方法:
- 使用计算建模来分析动态判断.
- 采用自下而上 (词嵌入组件) 和自上而下 (类别名称的代数距离) 预测器.
- 模拟了动态和生物/非生物判断.
主要成果:
- 动画判断似乎源于在词嵌入中发现的不完美的类别成员估计.
- 同位数距离模型成功地区分了人类 (较低的灵性) 和动物 (较高的灵性) 的判断.
- 结果与动物概念的家庭相似性模型保持一致.
结论:
- 人类动物性判断不是严格的分类,而是遵循家族相似结构.
- 词嵌入捕获与动态感知相关的细微语义信息.
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