非象征和象征数字表示之间的 (不) 相似性:从矢量空间模型的洞察力
Xueying Ren1, Melissa E Libertus1
1Department of Psychology, University of Pittsburgh, Pittsburgh 15260, PA, USA; Learning Research and Development Center, University of Pittsburgh, Pittsburgh 15260, PA, USA; Center for the Neural Basis of Cognition, Pittsburgh 15260, PA, USA.
Acta psychologica
|June 22, 2024
概括
这项研究调查了数字符号如何在语言中共发生,发现数字比率和语言相似性都影响了非符号和符号数字处理. 这表明语言在我们如何理解数字方面发挥着作用.
科学领域:
- 认知心理学 认知心理学
- 心理语言学 心理语言学
- 数字认知 数字认知
背景情况:
- 对于非象征性 (如点) 和象征性 (如数字) 数字处理的共享系统的证据仍然是不确定的.
- 高效编码原理表明,感知是针对自然环境中经常同时发生的刺激进行优化.
研究的目的:
- 测试基于数字符号在语言中同时出现的高效编码原则是否适用于非符号和符号数字处理.
- 调查数字比率和语言并发频率对数字比较任务的影响.
主要方法:
- 在TASA语料库中使用了潜伏语义分析来量化数字的同时出现和估计语言相似性.
- 73名英语母语者使用非象征性 (点数组) 和象征性 (数字,数字单词) 刺激进行了数字比较任务.
主要成果:
- 数值比率显著预测了所有数字格式的性能 (p < 0.001).
- 语言相似性估计了在非符号和数字任务中预测的表现 (p < 0.007).
结论:
- 数值比率是数字处理中的一个主要因素,无论其格式如何.
- 数字符号在自然语言中的同时出现影响了非符号和符号数字认知.
- 语言相似性似乎是理解共享的数值表示的一个辅助因素.
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