Analogical inferences mediated by relational categories

IF 3 2区 心理学 Q1 PSYCHOLOGY Cognitive Psychology Pub Date : 2023-05-01 DOI:10.1016/j.cogpsych.2023.101561
Ricardo A. Minervino , Adrián Margni , Máximo Trench
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Abstract

The standard approach posits that analogical inferences are generated by copying unmapped base relations, substituting mapped target entities for source entities, and generating slots for base entities that have not found a correspondence in the target. In the present study we argue that this mechanism does not adequately explain the generation of inferences mediated by relational categories. Experiment 1 revealed that for analogies in which the gist of the information to be transferred is better captured by relational categories than by explicit relations, inferences are more concerned with reinstantiating the base relational category than with ensuring that the relation of the inference resembles that of the base. Experiment 2 replicated this finding with analogies between situations maintaining a higher degree of semantic and contextual distance. The following experiments addressed whether there are further restrictions that guide a more fine-grained selection of exemplars. Experiment 3 revealed that when no relevant differences exist between compared situations, the exemplars included in analogical inferences tend to match the base exemplars along salient dimensions of the relational category to which both exemplars belong. In turn, Experiment 4 replicated this finding with analogies between situations maintaining some degree of semantic and contextual distance. The study adds to a growing literature recognizing the role of categorization in analogical reasoning. The challenges posed by the present results to the traditional view of analogical inference are discussed, as well as the prospects of the categorial mechanism for explaining other types of analogies not included in the present study.

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由关系范畴介导的类推推理
标准方法假设通过复制未映射的基本关系、用映射的目标实体替换源实体以及为在目标中未找到对应关系的基本实体生成槽来生成类比推理。在本研究中,我们认为这种机制不能充分解释由关系类别介导的推论的产生。实验1表明,对于关系类别比显式关系更好地捕捉要传递的信息的要点的类比,推理更关心的是重新实例化基础关系类别,而不是确保推理的关系与基础的关系相似。实验2通过在保持较高语义和上下文距离的情况之间进行类比来复制这一发现。以下实验讨论了是否有进一步的限制来指导更细粒度的样本选择。实验3表明,当比较情境之间不存在相关差异时,类比推理中包含的样本倾向于沿着两个样本所属关系类别的显著维度与基础样本匹配。反过来,实验4通过在保持一定程度的语义和上下文距离的情况之间进行类比来复制这一发现。这项研究增加了越来越多的文献认识到分类在类比推理中的作用。讨论了当前结果对传统类比推理观点提出的挑战,以及解释本研究中未包括的其他类型类比的分类机制的前景。
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来源期刊
Cognitive Psychology
Cognitive Psychology 医学-心理学
CiteScore
5.40
自引率
3.80%
发文量
29
审稿时长
50 days
期刊介绍: Cognitive Psychology is concerned with advances in the study of attention, memory, language processing, perception, problem solving, and thinking. Cognitive Psychology specializes in extensive articles that have a major impact on cognitive theory and provide new theoretical advances. Research Areas include: • Artificial intelligence • Developmental psychology • Linguistics • Neurophysiology • Social psychology.
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