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Social media has become a popular means for people to consume and share news. However, it also enables the extensive spread of fake news, that is, news that deliberately provides false information, which has a significant negative impact on society. Especially recently, the false information about the new coronavirus disease 2019 (COVID-19) has spread like a virus around the world. The state of the Internet is forcing the world's tech giants to take unprecedented action to protect thedoi:10.1007/s11042-021-11065-x pmid:34093070 pmcid:PMC8170457 fatcat:ccfrshrlmzdgtehxxikhtvkrhe