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像地质学家一样观察:位置记忆中专家类别贝叶斯式的运用。

Seeing Like a Geologist: Bayesian Use of Expert Categories in Location Memory.

作者信息

Holden Mark P, Newcombe Nora S, Resnick Ilyse, Shipley Thomas F

机构信息

Department of Psychology, Temple University.

Department of Psychology, University of Western Ontario.

出版信息

Cogn Sci. 2016 Mar;40(2):440-54. doi: 10.1111/cogs.12229. Epub 2015 May 5.

DOI:10.1111/cogs.12229
PMID:25943209
Abstract

Memory for spatial location is typically biased, with errors trending toward the center of a surrounding region. According to the category adjustment model (CAM), this bias reflects the optimal, Bayesian combination of fine-grained and categorical representations of a location. However, there is disagreement about whether categories are malleable. For instance, can categories be redefined based on expert-level conceptual knowledge? Furthermore, if expert knowledge is used, does it dominate other information sources, or is it used adaptively so as to minimize overall error, as predicted by a Bayesian framework? We address these questions using images of geological interest. The participants were experts in structural geology, organic chemistry, or English literature. Our data indicate that expertise-based categories influence estimates of location memory-particularly when these categories better constrain errors than alternative ("novice") categories. Results are discussed with respect to the CAM.

摘要

对空间位置的记忆通常存在偏差,误差趋势朝着周边区域的中心。根据类别调整模型(CAM),这种偏差反映了位置的细粒度和类别表征的最优贝叶斯组合。然而,关于类别是否具有可塑性存在分歧。例如,类别能否基于专家级概念知识重新定义?此外,如果使用专家知识,它是否会主导其他信息源,还是会如贝叶斯框架所预测的那样被适应性地使用,以尽量减少总体误差?我们使用地质相关图像来解决这些问题。参与者是构造地质学、有机化学或英国文学方面的专家。我们的数据表明,基于专业知识的类别会影响位置记忆的估计——尤其是当这些类别比其他(“新手”)类别能更好地限制误差时。结合CAM对结果进行了讨论。

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Serial reproduction reveals the geometry of visuospatial representations.串行再现揭示了视空间表示的几何形状。
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