Learning a Novel Number System: The Role of Compositional Rules and Counting Procedures

IF 2.3 2区 心理学 Q2 PSYCHOLOGY, EXPERIMENTAL
Sebastian Holt, David Barner
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引用次数: 0

Abstract

Humans count to indefinitely large numbers by recycling words from a finite list, and combining them using rules—for example, combining sixty with unit labels to generate sixty-one, sixty-two, and so on. Past experimental research has focused on children learning base-10 systems, and has reported that this rule learning process is highly protracted. This raises the possibility that rules are slow to emerge because they are not needed in order to represent smaller numbers (e.g., up to 20). Here, we investigated this possibility in adult learners by training them on a series of artificial number “languages” that manipulated the availability of rules, by varying the numerical base in each language. We found (1) that the size of a base—for example, base-2 versus base-5—had little effect on learning, (2) that learners struggled to acquire multiplicative rules while they learned additive rules more easily, (3) that memory for number words was greater when they were taught as part of a sequential count list, but (4) that learning numbers as part of a rote list may impair the ability to map them to magnitudes.

学习一个新的数字系统:组成规则和计数程序的作用
人们通过从有限列表中回收单词,并使用规则将它们组合起来,从而计数到无限大的数字——例如,将60与单位标签组合起来,生成61、62,等等。过去的实验研究主要集中在儿童学习以10为基数的系统上,并报告说这种规则学习过程是非常漫长的。这增加了规则出现缓慢的可能性,因为它们不需要用于表示较小的数字(例如,最多20)。在这里,我们通过在成人学习者中训练一系列人工数字“语言”来研究这种可能性,这些“语言”通过改变每种语言中的数字基数来操纵规则的可用性。我们发现(1)基数的大小(例如,基数2和基数5)对学习几乎没有影响,(2)学习者很难掌握乘法规则,而他们更容易学习加法规则,(3)当他们被教导作为顺序计数列表的一部分时,对数字单词的记忆更强,但是(4)作为死记硬背列表的一部分学习数字可能会损害将它们映射到大小的能力。
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来源期刊
Cognitive Science
Cognitive Science PSYCHOLOGY, EXPERIMENTAL-
CiteScore
4.10
自引率
8.00%
发文量
139
期刊介绍: Cognitive Science publishes articles in all areas of cognitive science, covering such topics as knowledge representation, inference, memory processes, learning, problem solving, planning, perception, natural language understanding, connectionism, brain theory, motor control, intentional systems, and other areas of interdisciplinary concern. Highest priority is given to research reports that are specifically written for a multidisciplinary audience. The audience is primarily researchers in cognitive science and its associated fields, including anthropologists, education researchers, psychologists, philosophers, linguists, computer scientists, neuroscientists, and roboticists.
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