The use of number words in natural language obeys Weber's law.

IF 3.5 1区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Journal of Experimental Psychology: General Pub Date : 2019-12-02 DOI:10.1037/xge0000715
Luca Rinaldi, M. Marelli
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引用次数: 9

Abstract

It has been suggested that the origins of number words can be traced back to an evolutionarily ancient approximate number system, which represents quantities on a compressed scale and complies with Weber's law. Here, we use a data-driven computational model, which learns to predict 1 event (a word in a text corpus) from associated events, to characterize verbal behavior relative to number words in natural language, without appeal to perception. We show that the way humans use number words in spontaneous language reliably depends on numerical ratio-a clear signature of Weber's law-thus, perfectly mirroring the human and nonhuman psychophysical performance in comparative judgments of numbers. Most notably, the adherence to Weber's law is robustly replicated in a wide range of different languages. Together, these findings suggest that the everyday use of number words in language rests upon a preverbal approximate number system, which would affect the handling of numerical information not only at the input level but also at the level of verbal production. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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自然语言中数字词的使用遵循韦伯定律。
有人认为,数字词的起源可以追溯到一个进化上古老的近似数字系统,它在压缩的尺度上表示数量,并符合韦伯定律。在这里,我们使用数据驱动的计算模型,该模型学习从相关事件中预测1个事件(文本语料库中的一个词),以表征自然语言中相对于数字词的言语行为,而不依赖于感知。我们表明,人类在自发语言中使用数字词的方式可靠地取决于数字比率——因此,这是韦伯定律的一个明确标志,完美地反映了人类和非人类在数字比较判断中的心理物理表现。最值得注意的是,对韦伯定律的遵守在各种不同的语言中得到了有力的复制。总之,这些发现表明,数字词在语言中的日常使用取决于一个前语近似数字系统,这不仅会影响数字信息的输入水平,还会影响言语产生水平。(PsycINFO数据库记录(c)2019 APA,保留所有权利)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
6.20
自引率
4.90%
发文量
300
期刊介绍: The Journal of Experimental Psychology: General publishes articles describing empirical work that bridges the traditional interests of two or more communities of psychology. The work may touch on issues dealt with in JEP: Learning, Memory, and Cognition, JEP: Human Perception and Performance, JEP: Animal Behavior Processes, or JEP: Applied, but may also concern issues in other subdisciplines of psychology, including social processes, developmental processes, psychopathology, neuroscience, or computational modeling. Articles in JEP: General may be longer than the usual journal publication if necessary, but shorter articles that bridge subdisciplines will also be considered.
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