BERT Model for Fake News Detection Based on Social Bot Activities in the COVID-19 Pandemic

Maryam Heidari,Samira Zad,Parisa Hajibabaee,Masoud Malekzadeh,SeyyedPooya HekmatiAthar,Ozlem Uzuner,James H Jones

2021 IEEE 12th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)（2021）

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摘要

In the global pandemic, social media platforms are the primary source of information exchange. Social bots are one of the main sources of misinformation in the COVID-19 pandemic but do social bots spread the fake and real news with the same ratio as human accounts on social media platforms? Can bot detection improve fake news detection on social media platforms? Who presents more fake news in the ...

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关键词

COVID-19,Pandemics,Social networking (online),Bit error rate,Transfer learning,Transformers,Mobile communication

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