Machine learning-based social media bot detection: a comprehensive literature review
In today's digitalized era, Online Social Networking platforms are growing to be a vital aspect
of each individual's daily life. The availability of the vast amount of information and their …
of each individual's daily life. The availability of the vast amount of information and their …
Studying fake news spreading, polarisation dynamics, and manipulation by bots: A tale of networks and language
With the explosive growth of online social media, the ancient problem of information
disorders interfering with news diffusion has surfaced with a renewed intensity threatening …
disorders interfering with news diffusion has surfaced with a renewed intensity threatening …
[HTML][HTML] Bots and misinformation spread on social media: Implications for COVID-19
As of March 2021, the SARS-CoV-2 virus has been responsible for over 115 million cases of
COVID-19 worldwide, resulting in over 2.5 million deaths. As the virus spread exponentially …
COVID-19 worldwide, resulting in over 2.5 million deaths. As the virus spread exponentially …
Twibot-22: Towards graph-based twitter bot detection
Twitter bot detection has become an increasingly important task to combat misinformation,
facilitate social media moderation, and preserve the integrity of the online discourse. State-of …
facilitate social media moderation, and preserve the integrity of the online discourse. State-of …
Botometer 101: Social bot practicum for computational social scientists
Social bots have become an important component of online social media. Deceptive bots, in
particular, can manipulate online discussions of important issues ranging from elections to …
particular, can manipulate online discussions of important issues ranging from elections to …
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 …
Anatomy of an AI-powered malicious social botnet
Large language models (LLMs) exhibit impressive capabilities in generating realistic text
across diverse subjects. Concerns have been raised that they could be utilized to produce …
across diverse subjects. Concerns have been raised that they could be utilized to produce …
Scalable and generalizable social bot detection through data selection
Efficient and reliable social bot classification is crucial for detecting information manipulation
on social media. Despite rapid development, state-of-the-art bot detection models still face …
on social media. Despite rapid development, state-of-the-art bot detection models still face …
Twibot-20: A comprehensive twitter bot detection benchmark
Twitter has become a vital social media platform while an ample amount of malicious Twitter
bots exist and induce undesirable social effects. Successful Twitter bot detection proposals …
bots exist and induce undesirable social effects. Successful Twitter bot detection proposals …
[HTML][HTML] Topics and sentiments of public concerns regarding COVID-19 vaccines: Social media trend analysis
Background As a number of vaccines for COVID-19 are given emergency use authorization
by local health agencies and are being administered in multiple countries, it is crucial to gain …
by local health agencies and are being administered in multiple countries, it is crucial to gain …