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Spread of misinformation on social media: What contributes to it and how to combat it
With the prevalence and increasing impact of misinformation on social media, numerous
studies have explored the characteristics of misinformation. However, we lack a holistic …
studies have explored the characteristics of misinformation. However, we lack a holistic …
Social bot detection in the age of ChatGPT: Challenges and opportunities
E Ferrara - First Monday, 2023 - firstmonday.org
We present a comprehensive overview of the challenges and opportunities in social bot
detection in the context of the rise of sophisticated AI-based chatbots. By examining the state …
detection in the context of the rise of sophisticated AI-based chatbots. By examining the state …
[HTML][HTML] Fake news detection: A hybrid CNN-RNN based deep learning approach
The explosion of social media allowed individuals to spread information without cost, with
little investigation and fewer filters than before. This amplified the old problem of fake news …
little investigation and fewer filters than before. This amplified the old problem of fake news …
Misinformation in social media: definition, manipulation, and detection
The widespread dissemination of misinformation in social media has recently received a lot
of attention in academia. While the problem of misinformation in social media has been …
of attention in academia. While the problem of misinformation in social media has been …
Detection of novel social bots by ensembles of specialized classifiers
Malicious actors create inauthentic social media accounts controlled in part by algorithms,
known as social bots, to disseminate misinformation and agitate online discussion. While …
known as social bots, to disseminate misinformation and agitate online discussion. While …
Rumor detection on twitter with tree-structured recursive neural networks
Sentiment expression in microblog posts can be affected by user's personal character,
opinion bias, political stance and so on. Most of existing personalized microblog sentiment …
opinion bias, political stance and so on. Most of existing personalized microblog sentiment …
The spread of low-credibility content by social bots
The massive spread of digital misinformation has been identified as a major threat to
democracies. Communication, cognitive, social, and computer scientists are studying the …
democracies. Communication, cognitive, social, and computer scientists are studying the …
Fake News on Social Media
Fake news (ie, misinformation) on social media has sharply increased in the past few years.
We conducted a behavioral experiment with EEG data from 83 social media users to …
We conducted a behavioral experiment with EEG data from 83 social media users to …
Detecting rumors from microblogs with recurrent neural networks
Microblogging platforms are an ideal place for spreading rumors and automatically
debunking rumors is a crucial problem. To detect rumors, existing approaches have relied …
debunking rumors is a crucial problem. To detect rumors, existing approaches have relied …
Algorithms, bots, and political communication in the US 2016 election: The challenge of automated political communication for election law and administration
Political communication is the process of putting information, technology, and media in the
service of power. Increasingly, political actors are automating such processes, through …
service of power. Increasingly, political actors are automating such processes, through …