Fake news detection on Pakistani news using machine learning and deep learning

作者：

Highlights：

• Developed first comprehensive fake news detection dataset for the news of Pakistan.

• In-depth experimentation and analysis of multiple artificial intelligence techniques.

• Dataset evaluation using performance comparisons of all the applied techniques.

• Analysis of misclassified samples and their comparison with human judgements.

摘要

•Developed first comprehensive fake news detection dataset for the news of Pakistan.•In-depth experimentation and analysis of multiple artificial intelligence techniques.•Dataset evaluation using performance comparisons of all the applied techniques.•Analysis of misclassified samples and their comparison with human judgements.

论文关键词：NLP,Fake news,BERT,GloVe,LSTM,CNN

论文评审过程：Received 19 April 2022, Revised 9 August 2022, Accepted 12 August 2022, Available online 17 August 2022, Version of Record 26 August 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118558