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Updated: Jun 30, 2025

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用于预测推特用户的性别和年龄的方法和注释数据集:范围审查

Karen O'Connor1, Su Golder2, Davy Weissenbacher3

  • 1Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.

Journal of medical Internet research
|March 15, 2024
PubMed
概括

这篇评论总结了预测Twitter用户年龄和性别的方法. 虽然性别预测显示出更高的表现,但这两项任务都需要标准化指标和先进的方法来获得更好的结果.

关键词:
他们的推特是Twitter.年龄的年龄年龄的年龄.年龄预测预测.人口统计数据 人口统计数据性别 性别 性别 性别 性别性别预测性别预测机器学习是机器学习.神经网络的神经网络的神经网络预测 预测 预测 预测现实世界的数据数据.社交媒体 社交媒体

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Social-emotional experiences and cultural influences play significant roles in shaping gender development. During middle childhood, from ages 6 to 11, peer groups become dominant in reinforcing gender norms. Children in this age group often align with same-gender peer groups, which actively encourage behaviors that conform to traditional gender roles. For instance, boys may be discouraged from engaging in activities perceived as feminine, reinforcing culturally dictated norms about masculinity...
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