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Determining the optimal environmental information for training computational models of lexical semantics and lexical organization. 确定训练词汇语义和词汇组织计算模型的最佳环境信息。
IF 1.1 4区 心理学 Q4 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-09-01 DOI: 10.1037/cep0000344
Brendan T Johns

Experiential theories of cognition propose that the external environment shapes cognitive processing, shifting emphasis from internal mechanisms to the learning of environmental structure. Computational modelling, particularly distributional models of lexical semantics (e.g., Landauer & Dumais, 1997) and models of lexical organization (e.g., Johns, 2021a), exemplifies this, highlights the influence of language experience on cognitive representations. While these models have been successful, comparatively less attention has been paid to the training materials used to train these models. Recent research has explored the role of social/communicatively oriented training materials on models of lexical semantics and organization (Johns, 2021a, 2021b, 2023, 2024), introducing discourse- and user-centred text training materials. However, determining the optimal training materials for these two model types remains an open question. This article addresses this problem by using experiential optimization (Johns, Jones, & Mewhort, 2019), which selects the materials that maximize model performance. This study will use experiential optimization to compare user-based and discourse-based corpora in optimizing models of lexical organization and semantics, offering insight into pathways towards integrating cognitive models in these areas. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

认知的经验理论认为,外部环境会影响认知过程,从而将重点从内部机制转移到对环境结构的学习上。计算建模,特别是词汇语义的分布模型(如 Landauer & Dumais, 1997)和词汇组织模型(如 Johns, 2021a)就是这方面的典范,它们突出了语言经验对认知表征的影响。虽然这些模型都很成功,但人们对用于训练这些模型的训练材料的关注却相对较少。最近的研究探索了社会/交流导向的训练材料对词汇语义和组织模型的作用(Johns, 2021a, 2021b, 2023, 2024),引入了以话语和用户为中心的文本训练材料。然而,确定这两种模式的最佳培训材料仍是一个未决问题。本文通过使用经验优化法(Johns, Jones, & Mewhort, 2019)来解决这一问题,该方法可以选择使模型性能最大化的材料。本研究将利用经验优化法比较基于用户的语料库和基于话语的语料库在优化词汇组织和语义模型方面的作用,从而为在这些领域整合认知模型的途径提供启示。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
Forty years of research on mathematical cognition: Summing it up. 数学认知研究四十年:总结。
IF 1.1 4区 心理学 Q4 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-09-01 Epub Date: 2024-08-05 DOI: 10.1037/cep0000337
Jo-Anne LeFevre

In this article, I describe my academic journey as a Canadian researcher in the field of mathematical cognition. The article is a version of the talk I gave when I was presented with the Donald O. Hebb Award from the Canadian Society for Brain, Behaviour and Cognitive Science in July 2023 at the University of Guelph. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

在这篇文章中,我描述了自己作为加拿大数学认知领域研究人员的学术历程。这篇文章是我于 2023 年 7 月在圭尔夫大学获得加拿大脑、行为和认知科学学会颁发的唐纳德-O-赫伯奖时发表的演讲的一个版本。(PsycInfo Database Record (c) 2024 APA,保留所有权利)。
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引用次数: 0
Ordinal processing differences between children with persistent dyscalculia and typically performing children. 患有持续性计算障碍的儿童与表现典型的儿童在序数处理方面的差异。
IF 1.1 4区 心理学 Q4 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-08-29 DOI: 10.1037/cep0000343
Michael Slipenkyj, Jane Hutchison, Daniel Ansari, Ian M Lyons, Stephanie Bugden

Ordinal number processing skills are important for adults and children. Recent work demonstrates that children have difficulty with judging the ordinality of sequences that are in-order but do not match the typical count-list (i.e., in-order non-adjacent sequences, such as 2-4-6). Limited evidence in the literature suggests that dyscalculic children show a similar pattern of behavior. In the present study, we sought to explicitly test the hypothesis that children with developmental dyscalculia struggle primarily with extending notions of ordinality to sequences outside of the count-list. We test this hypothesis using a sample of children with persistent developmental dyscalculia, and a comparison group of typically performing children. Both groups completed an ordinality judgment task, in which triplet sequences were judged as being in-order (e.g., 3-4-5; 2-4-6) or in mixed-order (e.g., 3-5-4; 2-6-4). In line with our prediction, results demonstrate that children with persistent developmental dyscalculia make more errors, compared to typically performing children, but only on the in-order non-adjacent trials (e.g., 2-4-6). Broadly, this finding suggests that ordinality processing abilities are impaired in children with developmental dyscalculia, and that this characteristic appears primarily in extending notions of ordinality beyond adjacent sequences. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

序数处理技能对成人和儿童都很重要。最近的研究表明,儿童在判断有序但不符合典型计数表的序列(即有序的非相邻序列,如 2-4-6)的顺序性方面存在困难。文献中有限的证据表明,计算障碍儿童也表现出类似的行为模式。在本研究中,我们试图明确验证这样一个假设,即有发展性计算障碍的儿童主要是在将顺序概念扩展到计数序列以外的序列时遇到困难。我们使用一个持续性发展计算障碍儿童样本和一个由表现典型的儿童组成的对比组来验证这一假设。两组儿童都完成了一项顺序判断任务,其中三连音序列被判断为顺序一致(如 3-4-5;2-4-6)或顺序不一致(如 3-5-4;2-6-4)。与我们的预测一致,结果表明,与表现正常的儿童相比,患有持续性发展性计算障碍的儿童会犯更多的错误,但仅限于无相邻顺序的试验(如 2-4-6)。从广义上讲,这一研究结果表明,发育性计算障碍儿童的顺序处理能力受损,而这一特征主要表现在将顺序概念扩展到相邻序列之外。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
Some challenges in using multilayer networks to bridge brain and mind. 利用多层网络连接大脑和思维的一些挑战。
IF 1.1 4区 心理学 Q4 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-07-29 DOI: 10.1037/cep0000341
Michael S Vitevitch

The application of techniques from network science to create single-layer networks of the brain and mind has resulted in significant advances in the neuro- (i.e., structural and functional brain networks) and cognitive sciences (i.e., cognitive network science). Recent advances in network science on multilayer networks increase the possibility that a "network of networks" might finally connect the physical brain to the intangible mind, much like physical fibre optic cables and wires connect to other layers of the internet to allow intangible social networks to form in various social media platforms. Several advances in structural brain networks, functional brain networks, cognitive networks, and multilayer networks are briefly reviewed. The possibility that these single-layer networks can be connected in a multilayer network to connect the brain to the mind is discussed, as well as some of the challenges that face such an ambitious endeavour. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

应用网络科学的技术创建大脑和思维的单层网络,在神经科学(即大脑结构和功能网络)和认知科学(即认知网络科学)方面取得了重大进展。网络科学在多层网络方面的最新进展增加了 "网络之网 "最终可能将有形的大脑与无形的心智连接起来的可能性,就像有形的光缆和电线连接到互联网的其他层,让无形的社交网络在各种社交媒体平台上形成一样。本文简要回顾了大脑结构网络、大脑功能网络、认知网络和多层网络的若干进展。还讨论了将这些单层网络连接成多层网络以连接大脑和心灵的可能性,以及这一雄心勃勃的努力所面临的一些挑战。(PsycInfo Database Record (c) 2024 APA, all rights reserved)。
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引用次数: 0
Visualizing numbers: Investigating the effect of presentation format on emotional responses and performance in lottery tasks. 数字可视化:调查展示形式对彩票任务中情绪反应和表现的影响。
IF 1.1 4区 心理学 Q4 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-07-25 DOI: 10.1037/cep0000330
Jakub Michalik, Lukasz Sumlinski, Agata Sobkow

Numeracy is the ability to understand, manipulate, and make sense of numerical information. It is crucial for everyday decision making that involves dealing with numbers. In this study, we tested whether we can help people make better choices in monetary lotteries by communicating numerical values (i.e., payoffs and probabilities) using visual aids. We also checked whether presenting this information in a visual form reduces affect negativity. Participants (N = 210) made choices in 10 monetary lotteries accompanied with visual aids (experimental condition) or without visual aids (control condition). After the lottery task, participants completed questionnaires measuring experienced emotions and numerical skills. Despite finding no hypothesized effect of visual aids on performance in a lottery task, the exploratory analysis revealed the interaction effect. In a visual aid condition, participants who were relatively less educated scored significantly higher in a lottery task in comparison to those in the control condition. Additionally, participants in the visual aid condition reported significantly lower intensity of negative emotions after the lottery task than those in the control condition. We discuss possible causes and mechanisms that can explain the results we obtained. We argue that visual aids are a promising tool for future learning, and their friendly format can positively influence people's reactions to decisions involving numerical information. However, we also point out the necessity for further research and exploration of the role of different designs of visual aids and individual differences. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

计算能力是理解、处理和理解数字信息的能力。它对于涉及数字的日常决策至关重要。在本研究中,我们测试了是否可以通过使用视觉辅助工具传达数值(即回报和概率)来帮助人们在货币彩票中做出更好的选择。我们还检验了以视觉形式呈现这些信息是否会降低消极影响。参与者(210 人)在 10 次有视觉辅助工具(实验条件)或无视觉辅助工具(对照条件)的货币彩票中做出了选择。彩票任务结束后,参与者填写了测量体验情绪和数字技能的问卷。尽管没有发现视觉辅助工具对彩票任务中的表现有假设的影响,但探索性分析显示了交互效应。在视觉辅助条件下,受教育程度相对较低的参与者在彩票任务中的得分明显高于对照条件下的参与者。此外,与对照组相比,视觉辅助条件下的参与者在彩票任务后报告的负面情绪强度明显较低。我们讨论了可以解释我们所获得结果的可能原因和机制。我们认为,视觉辅助工具是一种很有前途的未来学习工具,其友好的形式可以积极影响人们对涉及数字信息的决策的反应。不过,我们也指出,有必要进一步研究和探讨不同视觉辅助工具设计的作用和个体差异。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
Profiles of preschoolers' numerical abilities across quantity representations. 学龄前儿童在数量表征方面的计算能力概况。
IF 1.1 4区 心理学 Q4 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-07-25 DOI: 10.1037/cep0000339
Brianna L Devlin, Haobai Zhang, Amber Beliakoff, Dana Miller-Cotto, Alice Klein, Nancy C Jordan

Children's early numerical abilities shape their trajectories for math learning throughout schooling, and task quantity representation (e.g., nonsymbolic vs. symbolic) affects their reasoning about numerical concepts. The role of quantity representation in early numerical ability has typically been studied using variable-centered approaches. The present study builds on past work by using latent profile analysis as a person-centered approach to investigate heterogeneity in U.S. preschoolers' (N = 200, Mage = 4 years, 6 months) numerical abilities across nonsymbolic, verbal symbolic, and written symbolic representation types. The aim was to determine whether numerical ability indicators across the three representation types would result in empirically distinct ability profiles and whether preschool ability profile would predict variance on a standardized assessment of math achievement a year later, in kindergarten. We found evidence of four distinct preschool number ability profiles: (a) consistently low; (b) consistently high; (c) intermediate, with an advantage on nonsymbolic items; and (d) intermediate, with an advantage on verbal symbolic items. Although children in the consistently low and consistently high profiles performed reliably lower and higher, respectively, on the assessment of kindergarten math achievement, the two intermediate profiles performed similarly. The results reveal heterogeneity in preschool numerical ability across quantity representations and suggest that proficiency with either nonsymbolic or verbal representations may be a helpful foundation for building future math achievement. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

儿童的早期运算能力决定了他们在整个学校教育阶段的数学学习轨迹,而任务的数量表征(如非符号与符号)会影响他们对数字概念的推理。数量表征在早期运算能力中的作用通常是通过以变量为中心的方法来研究的。本研究以过去的工作为基础,采用潜在特征分析作为以人为中心的方法,研究美国学龄前儿童(人数 = 200,年龄 = 4 岁 6 个月)在非符号、口头符号和书面符号表征类型中数字能力的异质性。我们的目的是确定三种表征类型的数字能力指标是否会产生经验上不同的能力特征,以及学前能力特征是否会预测一年后幼儿园数学成绩标准化评估的差异。我们发现了四种不同的学前数字能力特征:(a) 持续低;(b) 持续高;(c) 中等,在非符号项目上有优势;(d) 中等,在口头符号项目上有优势。虽然在幼儿园数学成绩评估中,持续低分和持续高分儿童的成绩分别较低和较高,但两个中间分层儿童的成绩相近。这些结果揭示了不同数量表征的学前数字能力的异质性,并表明熟练掌握非符号表征或语言表征可能有助于为未来的数学成就奠定基础。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
How retrieval processes change with age: Exploring age differences in semantic network and retrieval dynamics. 检索过程如何随年龄变化:探索语义网络和检索动态的年龄差异。
IF 1.1 4区 心理学 Q4 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-07-25 DOI: 10.1037/cep0000332
Mariana Teles, Isabelle Moore, Yoed N Kenett

This study investigated the impact of age on semantic memory networks and retrieval dynamics using a single-list free recall paradigm, involving 318 participants. The younger group, with 175 participants aged 25-55 years (M = 46.68 years; SD = 10.69), and the older group, consisting of 143 participants aged 61-88 years (M = 68.71 years; SD = 6.09), completed a word recall test to assess delayed recall performance. Semantic memory networks were constructed from recall data by analyzing the co-occurrence and sequence of recalled words. We observed significant differences in network structure, where the older group displayed higher average shortest path length and modularity values, indicative of less integrated networks, while the younger group exhibited a higher clustering coefficient, suggesting a more interconnected network. In terms of retrieval dynamics, both groups showed a temporal contiguity effect with forward asymmetry. However, this effect was less pronounced in older adults. The study also identified participants that diverted from the average dynamic curves: one subgroup relied on nontemporal mechanisms, and the other employed a backward direction in memory search. Participants utilizing forward temporal associations demonstrated the highest recall performance. Overall, our findings suggest that lower free recall performance in older adults may be related to a diminished capacity to reinstate temporal context for retrieval and distinct differences in their semantic memory network structure. Specifically, older adults appear to exhibit networks with a less flexible, small-world-like structure. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

本研究使用单列表自由回忆范式调查了年龄对语义记忆网络和检索动态的影响,共有 318 人参加。年轻组有 175 人,年龄在 25-55 岁之间(平均年龄为 46.68 岁;平均年龄为 10.69 岁);年长组有 143 人,年龄在 61-88 岁之间(平均年龄为 68.71 岁;平均年龄为 6.09 岁)。通过分析回忆词的共现和顺序,我们从回忆数据中构建了语义记忆网络。我们观察到网络结构存在明显差异,老年组显示出较高的平均最短路径长度和模块化值,表明网络的整合程度较低;而年轻组则显示出较高的聚类系数,表明网络的互连程度较高。在检索动态方面,两组人都表现出了时间连续性效应和前向不对称性。不过,这种效应在老年人中不太明显。研究还发现了偏离平均动态曲线的参与者:一个亚组依赖于非时间机制,而另一个亚组则在记忆搜索中采用了向后的方向。利用前向时间关联的参与者表现出了最高的回忆能力。总之,我们的研究结果表明,老年人的自由回忆能力较低,这可能与他们在检索时恢复时间背景的能力减弱以及语义记忆网络结构的明显差异有关。具体来说,老年人的记忆网络结构似乎不太灵活,类似于小世界结构。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
Towards mechanistic investigations of numerical and music cognition. 实现对数字和音乐认知的机理研究。
IF 1.1 4区 心理学 Q4 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-07-25 DOI: 10.1037/cep0000336
Dominique T Vuvan, Jessica Sullivan

Are there cognitive connections between humans' ability to make music and their understanding of math and numbers? This question has motivated centuries of speculation across the fields of philosophy and education and an increasing number of empirical studies of the topic. We review research at the intersection of numerical and music cognition, and establish its relevance both to the applied sphere (e.g., education) and to core theoretical issues in the cognitive sciences. Next, we identify notable limitations within the literature, and attempt to explain some of the likely causes of-and solutions to-these limitations. Finally, we propose specific themes of focus (spatialization and the mapping between symbolic and nonsymbolic representations) for future research aimed at understanding whether there is shared cognitive architecture for reasoning about number and math. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

人类的音乐创作能力与他们对数学和数字的理解之间是否存在认知联系?这个问题引发了哲学和教育领域数百年的猜测,也促使越来越多的实证研究关注这个话题。我们回顾了数字认知与音乐认知交叉领域的研究,并确定了其与应用领域(如教育)和认知科学核心理论问题的相关性。接下来,我们指出了文献中值得注意的局限性,并试图解释这些局限性的一些可能原因和解决方案。最后,我们为未来的研究提出了具体的关注主题(空间化以及符号表征和非符号表征之间的映射),旨在了解是否存在关于数字和数学推理的共同认知结构。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
A novel demonstration of preparation in pop-out search. 弹出式搜索中准备工作的新演示。
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-06-01 Epub Date: 2024-02-08 DOI: 10.1037/cep0000327
Ben Sclodnick, Hongjin Sun, Bruce Milliken

There is an ongoing debate among visual attention researchers about whether top-down processes contribute to pop-out search. In the present study, we describe a new method to orthogonally manipulate top-down preparation and feature priming in a pop-out search task. On each trial, participants viewed a single-item (randomly blue or orange) followed by a pop-out search display (randomly blue target with orange distractors, or vice versa). Preparation was induced by instructing participants to respond to the single-item if it was a particular colour and to ignore it otherwise-but to respond to the odd-coloured target in all following pop-out search displays. This method allowed us to examine whether top-down preparation for the single-item influenced subsequent pop-out search. Our results revealed a large effect of preparation for the single-item on subsequent search response times. We discuss this result in relation to the interplay between top-down control and selection history effects in pop-out visual search. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

视觉注意力研究人员一直在争论自上而下的过程是否有助于弹出式搜索。在本研究中,我们介绍了一种在弹出式搜索任务中正交操纵自上而下准备和特征引物的新方法。在每次试验中,受试者观看一个单项(随机为蓝色或橙色),然后是弹出式搜索显示(随机为蓝色目标和橙色干扰物,反之亦然)。在诱导被试进行准备时,我们会指示被试在单个项目是某种颜色时对其做出反应,否则就忽略它,但在接下来的所有弹出式搜索显示中都要对奇数颜色的目标做出反应。通过这种方法,我们可以研究自上而下的单项准备是否会影响随后的弹出式搜索。我们的结果显示,对单个项目的准备对随后的搜索反应时间有很大的影响。我们将结合弹出式视觉搜索中自上而下的控制和选择历史效应之间的相互作用来讨论这一结果。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
Measuring mislocalization of angle vertices. 测量角度顶点的错位。
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-06-01 Epub Date: 2024-05-09 DOI: 10.1037/cep0000333
Pavle Valerjev, Marin Dujmović

Localisation of simple stimuli such as angle vertices may contribute to a plethora of illusory effects. We focus on the Müller-Lyer illusion in an attempt to measure and characterise a more elementary effect that may contribute to the magnitude of said illusion. Perceived location error of angle vertices (a single set of Müller-Lyer fins) and arcs in a 2D plane was measured with the aim to provide clarification of ambiguous results from studies of angle localisation and expand the results to other types of stimuli. In three experiments, we utilised the method of constant stimuli in order to determine perceived locations of angle vertices (Experiments 1 and 2) as well as circular and elliptical arcs (Experiment 3). The results show significant distortions of perceived compared to objective vertex locations (all effect sizes d > 1.01, p < .001). Experiment 2 revealed strong effects of angle size and fin length on localisation error. Mislocalization was larger for more acute angles and longer angle fins (both ηp² = .43, p < .001). In Experiment 3, localisation errors were larger for longer arcs (ηp² = .19, p = .001) irrespective of shape (circular or elliptical). We discuss the effect in the context of modern trends in research of the Müller-Lyer illusion as well as the widely popular centroid theory. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

角度顶点等简单刺激物的定位可能会产生大量幻觉效果。我们将重点放在 Müller-Lyer 幻觉上,试图测量和描述一种可能会导致上述幻觉程度的更基本的效应。我们测量了二维平面上角度顶点(一组 Müller-Lyer 鳍)和弧的感知位置误差,目的是澄清角度定位研究中的模糊结果,并将结果扩展到其他类型的刺激。在三个实验中,我们利用恒定刺激的方法来确定角度顶点(实验 1 和 2)以及圆弧和椭圆弧(实验 3)的感知位置。结果显示,与客观顶点位置相比,感知到的顶点位置存在明显失真(所有效应大小 d > 1.01,p < .001)。实验 2 显示,角度大小和鳍的长度对定位误差有很大影响。角度更锐利和鳍片角度更长时,定位误差更大(ηp² = .43,p < .001)。在实验 3 中,长弧线的定位误差更大(ηp² = .19,p = .001),与形状(圆形或椭圆形)无关。我们将结合 Müller-Lyer 幻觉的现代研究趋势以及广为流行的中心点理论来讨论这种效应。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
期刊
Canadian Journal of Experimental Psychology-Revue Canadienne De Psychologie Experimentale
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