Fake News Dataset
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下载链接：
http://doi.org/10.17632/945z9xkc8d.1
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资源简介：
This is some collections of fake news dataset that has been cleaned, augmented, and preprocessed. Each of the datasets has been split into train and test data with an 80:20 ratio.
There are four folders in the file:
1. ISOT Fake News Dataset
H. Ahmed, I. Traore, S. Saad, Detection of Online Fake News Using N-Gram Analysis and Machine Learning Techniques, in: Lect. Notes Comput. Sci. (Including Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinformatics), 2017: pp. 127–138. https://doi.org/10.1007/978-3-319-69155-8_9.
2. Fake News Dataset
UTK Machine Learning Club, Fake News, (2018). https://www.kaggle.com/c/fake-news/overview.
3. Fake or Real News Dataset
G. McIntire, Fake or Real News, (2017). https://github.com/joolsa/fake_real_news_dataset.
4. Fake News Detection Dataset
Jruvika, Fake News Detection, (2017). https://www.kaggle.com/jruvika/fake-news-detection/version/1.
本数据集汇聚了一系列经过清洗、增强和预处理的虚假新闻数据集。每个数据集均已按照80:20的比例划分为训练集和测试集。文件中包含以下四个文件夹：
1. ISOT虚假新闻数据集（H. Ahmed, I. Traore, S. Saad, Detection of Online Fake News Using N-Gram Analysis and Machine Learning Techniques, in: Lect. Notes Comput. Sci. (Including Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinformatics), 2017: pp. 127–138. https://doi.org/10.1007/978-3-319-69155-8_9.）
2. 虚假新闻数据集（UTK Machine Learning Club, Fake News, (2018). https://www.kaggle.com/c/fake-news/overview.）
3. 虚假或真实新闻数据集（G. McIntire, Fake or Real News, (2017). https://github.com/joolsa/fake_real_news_dataset.）
4. 虚假新闻检测数据集（Jruvika, Fake News Detection, (2017). https://www.kaggle.com/jruvika/fake-news-detection/version/1.）
提供机构：
Mendeley Data
