在即时和延迟识别任务中自身群体偏见的变化

IF 1.5 4区 综合性期刊 Q2 MULTIDISCIPLINARY SCIENCES
C. Tredoux, Ahmed M. Megreya, Alicia Nortje, Kate Kempen
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引用次数: 0

摘要

人脸识别偏向于群体内身份,尤其是在种族或族裔方面,但在某种程度上也有性别和年龄方面。这种“自身群体偏见”(OGB)在实际环境中可能会产生深远影响,白人证人对黑人嫌疑人的错误识别占无罪项目调查的刑事无罪判决的40%。尽管作者对人脸识别中的OGB提出了几种解释,但除了承认这种偏见必须反映感知学习历史之外,几乎没有达成共识。目前尚不清楚的一件事是,这种偏差是发生在编码时,还是发生在从记忆中检索时。我们报告了一项实验,旨在梳理编码时的偏见和检索时的偏见。南非黑人和白人参与者编码了16张相同和其他种族和性别的目标脸,然后立即尝试将目标脸与包含或不包含目标的照片阵列的成员进行匹配。在进一步的延迟之后,他们试图识别他们从记忆中编码的人脸。结果显示,在延迟匹配任务中存在强交叉OGB,但在检索时存在不对称OGB(只有白人参与者显示OGB)。对识别性能的进一步调查,只考虑在延迟匹配任务中正确匹配的图像,显示在检索时存在狭义的非显著OGB,但如果存在这种影响,调查可能不足以发现这种影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Changes in the own group bias across immediate and delayed recognition tasks
Face recognition is biased in favour of in-group identity, particularly strongly for race or ethnicity but to some extent also for sex and age. This ‘own group bias’ (OGB) can have profound implications in practical settings, with incorrect identification of black suspects by white witnesses constituting 40% of criminal exonerations investigated by the Innocence Project. Although authors have offered several explanations for the OGB in face recognition, there is little consensus, apart from the acknowledgement that the bias must reflect perceptual learning history. One matter that is not currently clear is whether the bias occurs at encoding, or at retrieval from memory. We report an experiment designed to tease out bias at encoding, versus bias at retrieval. Black and white South African participants encoded 16 target faces of both the same and other race and gender, and attempted immediately afterward to match the target faces to members of photograph arrays that either contained or did not contain the targets. After a further delay, they attempted to identify the faces they had encoded from memory. Results showed a strong crossover OGB in the delayed matching task, but an asymmetrical OGB at retrieval (only white participants showed the OGB). Further investigation of recognition performance, considering only images correctly matched in the delayed matching task, showed a narrowly non-significant OGB at retrieval, but the investigation was likely not sufficiently powered to discover the effect, if it exists.
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来源期刊
South African Journal of Science
South African Journal of Science 综合性期刊-综合性期刊
CiteScore
3.20
自引率
4.20%
发文量
131
审稿时长
1 months
期刊介绍: The South African Journal of Science is a multidisciplinary journal published bimonthly by the Academy of Science of South Africa. Our mandate is to publish original research with an interdisciplinary or regional focus, which will interest readers from more than one discipline, and to provide a forum for discussion of news and developments in research and higher education. Authors are requested to write their papers and reports in a manner and style that is intelligible to specialists and non-specialists alike. Research contributions, which are peer reviewed, are of three kinds: Review Articles, Research Articles and Research Letters.
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