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编者按:第 20 届认知建模国际会议最佳论文集

Editor's Introduction: Best Papers from the 20th International Conference on Cognitive Modeling.

机构信息

National Research Council Canada Waterloo.

出版信息

Top Cogn Sci. 2024 Jan;16(1):71-73. doi: 10.1111/tops.12718. Epub 2024 Jan 11.

Abstract

The International Conference on Cognitive Modelling is dedicated to understanding how the complex processes of the mind can be explained in terms of detailed inner processing. In this issue, we present four representative papers of this field of research from our 20th meeting, ICCM 2022. This meeting was our first hybrid meeting, with a virtual version happening July 11-15, 2022, and an in-person event from July 23-27, 2022, held in Toronto, Canada. The four papers presented here were the top-ranked papers across both the virtual and in-person events. Three of the papers develop novel computational theories about low-level components within the mind and how those components result in high-level phenomena such as motivation, anhedonia, and attention. The final paper demonstrates the use of cognitive modeling to develop novel explanations of a paired associate learning task, and uses those insights to develop and explain human performance in a more complex version of that task.

摘要

认知建模国际会议致力于理解如何根据详细的内部处理来解释思维的复杂过程。在本期中,我们从 2022 年的第 20 次会议 ICCM 中呈现了该研究领域的四篇有代表性的论文。本次会议是我们的第一次混合会议,虚拟会议于 2022 年 7 月 11 日至 15 日举行,而实际会议于 2022 年 7 月 23 日至 27 日在加拿大的多伦多举行。这里呈现的四篇论文是虚拟和实际会议中排名最高的论文。其中三篇论文提出了关于思维中低级成分的新颖计算理论,以及这些成分如何导致动机、快感缺失和注意力等高级现象。最后一篇论文展示了如何使用认知建模来为配对联想学习任务开发新的解释,并利用这些见解在该任务的更复杂版本中开发和解释人类的表现。

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