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Reddit-Impacts

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arXiv2024-05-10 更新2024-06-21 收录
下载链接:
https://arxiv.org/abs/2405.06145v1
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资源简介:
Reddit-Impacts是一个专注于药物滥用临床和社会影响的命名实体识别数据集,由埃默里大学医学院生物医学信息学系创建。该数据集包含1,380条来自Reddit论坛的帖子,主要涉及处方和非法阿片类药物及其对个人健康和社会动态的影响。数据集通过公共的Reddit API收集并手动标注,旨在通过机器学习模型自动检测文本中的临床和社会影响。该数据集的应用领域包括公共卫生策略的开发和实施,以更有效地干预和预防药物滥用问题。

Reddit-Impacts is a named entity recognition dataset focusing on the clinical and social impacts of drug abuse, created by the Department of Biomedical Informatics at Emory University School of Medicine. This dataset contains 1,380 posts sourced from the Reddit forum, primarily covering prescription and illicit opioids and their effects on individual health and social dynamics. It was collected via the public Reddit API and manually annotated, aiming to enable machine learning models to automatically detect clinical and social impacts in textual content. Its application domains include the development and implementation of public health strategies for more effective intervention and prevention of drug abuse-related issues.
提供机构:
埃默里大学医学院生物医学信息学系
创建时间:
2024-05-10
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