Reddit_C-SSRS

displayName: Reddit C-SSRS
labelTypes:
- Classification
license:
- CC BY 4.0
mediaTypes:
- Text
paperUrl: https://scholarcommons.sc.edu/cgi/viewcontent.cgi?article=1002&context=aii_fac_pub
publishDate: "2019-05-04"
publishUrl: https://zenodo.org/record/2667859
publisher:
- University of South Carolina
tags:
- Depression
taskTypes:
- Sentiment Analysis
- Text Classification

---
# 数据集介绍
## 简介
C-SSRS 数据集包含来自 subreddit r/depression 的 500 个 Reddit 帖子。这些帖子由心理学家根据哥伦比亚自杀严重程度评定量表中制定的指导方针以五分制进行标记，该量表根据抑郁症的严重程度而进展。由于该数据集经过临床验证和标记，因此它是验证标签校正方法的充分数据集，特别是因为它来自同一心理健康领域。论文：早期干预自杀风险严重性的知识感知评估
## 引文
```
@inproceedings{gaur2019knowledge,
title={Knowledge-aware assessment of severity of suicide risk for early intervention},
author={Gaur, Manas and Alambo, Amanuel and Sain, Joy Prakash and Kursuncu, Ugur and Thirunarayan, Krishnaprasad and Kavuluru, Ramakanth and Sheth, Amit and Welton, Randy and Pathak, Jyotishman},
booktitle={The world wide web conference},
pages={514--525},
year={2019}
}
```

## Download dataset
:modelscope-code[]{type="git"}

displayName: Reddit C-SSRS
labelTypes:
- 分类任务
license:
- CC BY 4.0（知识共享署名4.0国际许可协议）
mediaTypes:
- 文本
paperUrl: https://scholarcommons.sc.edu/cgi/viewcontent.cgi?article=1002&context=aii_fac_pub
publishDate: 2019年5月4日
publishUrl: https://zenodo.org/record/2667859
publisher:
- 南卡罗来纳大学
tags:
- 抑郁症
taskTypes:
- 情感分析
- 文本分类

---
# 数据集介绍
## 数据集概况
本C-SSRS数据集收录了来自Reddit平台r/depression子版块的500条帖子。所有帖子均由心理学专家依据哥伦比亚自杀严重程度评定量表（Columbia Suicide Severity Rating Scale, C-SSRS）制定的评分规范，以五分制完成标注。该量表的评分维度随抑郁症严重程度逐级递进。鉴于本数据集经过临床验证且标注严谨，是验证标签校正方法的优质基准数据集，尤其适用于同属心理健康领域的相关研究。配套研究论文为《用于自杀风险严重性早期干预的知识感知评估》（Knowledge-aware assessment of severity of suicide risk for early intervention）。
## 引用格式

@inproceedings{gaur2019knowledge,
title={Knowledge-aware assessment of severity of suicide risk for early intervention},
author={Gaur, Manas and Alambo, Amanuel and Sain, Joy Prakash and Kursuncu, Ugur and Thirunarayan, Krishnaprasad and Kavuluru, Ramakanth and Sheth, Amit and Welton, Randy and Pathak, Jyotishman},
booktitle={The world wide web conference},
pages={514--525},
year={2019}
}

## 数据集下载
:modelscope-code[]{type="git"}