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自身年龄、性别和种族偏见对人脸识别的综合影响。

The combined influence of the own-age, -gender, and -ethnicity biases on face recognition.

作者信息

Mukudi Priscilla B L, Hills Peter J

机构信息

Bournemouth University, United Kingdom of Great Britain and Northern Ireland.

Bournemouth University, United Kingdom of Great Britain and Northern Ireland.

出版信息

Acta Psychol (Amst). 2019 Mar;194:1-6. doi: 10.1016/j.actpsy.2019.01.009. Epub 2019 Jan 25.

DOI:10.1016/j.actpsy.2019.01.009
PMID:30685708
Abstract

Whether the own-group (own-ethnicity, own-gender, and own-age) biases in face recognition are based on the same mechanism and whether their effects are additive or not are as yet unanswered questions. Employing a standard old/new recognition paradigm, we investigated the combined crossover effects of the own-ethnicity, own-gender, and own-age biases in a group of 160 participants. Result showed that while face recognition accuracy decreased as the number of out-group features increased, the own-ethnicity bias appeared to have more of a unique influence on face recognition than the other biases. Furthermore, we established that in a single group of participants, these biases appear to be based on different mechanisms: the own-ethnicity bias is based on individuation whereas the own-age and own-gender biases are based on motivation.

摘要

人脸识别中的内群体(同种族、同性别和同年龄)偏差是否基于相同的机制,以及它们的影响是否具有累加性,这些问题至今仍未得到解答。我们采用标准的旧/新识别范式,对160名参与者进行研究,以探究同种族、同性别和同年龄偏差的联合交叉效应。结果表明,随着外群体特征数量的增加,人脸识别准确率下降,而同种族偏差对人脸识别的独特影响似乎比其他偏差更大。此外,我们还确定,在单一参与者群体中,这些偏差似乎基于不同的机制:同种族偏差基于个体化,而同年龄和同性别偏差基于动机。

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