1923-2014年时代杂志上的面孔

Q1 Arts and Humanities

Journal of Cultural Analytics Pub Date : 2020-03-18 DOI:10.22148/001c.12265

Ana Jofre, Vincent J. Berardi, Carl Bennett, M. Reale, Josh Cole

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引用次数: 4

摘要

我们展示了从《时代》杂志档案中提取的标记面孔的元数据，该档案包含从1923年到2012年的3389期。我们发布的数据包括三个子集:数据集1)性别标签和图像特征的自动提取的327322张面孔从整个时间归档,数据集2)的一个子集8789面临100样品的问题被亚马逊土耳其机器人标记(AMT)工人根据十个维度(包括性别)和作为训练数据集1的原始数据收集和数据集3)AMT工人在加工生产数据集2。

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Faces extracted from Time Magazine 1923-2014

We present metadata of labeled faces extracted from a Time magazine archive that contains 3,389 issues ranging from 1923 to 2012. The data we are publishing consists of three subsets: Dataset 1) the gender labels and image characteristics for each of the 327,322 faces that were automatically-extracted from the entire Time archive, Dataset 2) a subset of 8,789 faces from a sample of 100 issues that were labeled by Amazon Mechanical Turk (AMT) workers according to ten dimensions (including gender) and used as training data to produce Dataset 1, and Dataset 3) the raw data collected from the AMT workers before being processed to produce Dataset 2.

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来源期刊

Journal of Cultural Analytics Arts and Humanities-Literature and Literary Theory

CiteScore

2.90

自引率

0.00%

发文量

审稿时长

10 weeks