Uncorrupted and Corrupted Synthetic Identifiers (based on ALSPAC)
收藏rdr.ucl.ac.uk2024-07-01 更新2025-01-15 收录
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https://rdr.ucl.ac.uk/articles/dataset/Uncorrupted_and_Corrupted_Synthetic_Identifiers_based_on_ALSPAC_/25921408/1
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资源简介：
These are synthetic identifiers generated based on gold-standard identifiers from participants in the Avon Longitudinal Study of Parents And Children. The datasets have undergone checks and are approved to be released by ALSPAC executive board. The synthetic data includes Mother surnames, Baby surnames and forenames, sex, ethnicity, age of mother at giving birth, ethnicity, index of multiple deprivation, and baby's date of birth.Please refer to my GitHub Repo for full codes and steps to reproduce the process. Please read my paper for full methodology and appendix.Paper Title: Generating Synthetic Identifiers to support development and evaluation of data linkage methods.https://ijpds.org/article/view/2389
本数据集系基于阿文顿纵向父母与儿童研究（ALSPAC）参与者提供的黄金标准标识符所生成的合成标识符。数据集已通过检查，并经ALSPAC执行委员会批准发布。合成数据包括母亲的姓氏、婴儿的姓氏及名、性别、种族、母亲生育时的年龄、种族、多维度剥夺指数以及婴儿的出生日期。请参考我的GitHub仓库获取完整代码和复现过程的步骤。欲了解完整的方法论和附录，请参阅我的论文：《生成合成标识符以支持数据关联方法的发展和评估》。论文标题：Generating Synthetic Identifiers to support development and evaluation of data linkage methods。链接：https://ijpds.org/article/view/2389
提供机构：
University College London
