2017 · 57 citations · 29 references
ComputingComputer ScienceInformation SystemsComputer SecurityInformation RetrievalText AnalyticsBot DetectionBotnet AnalysisSocial MediaBot ActivityBotnet Behavior AnalysisGround-truth ValidationSocial Bot DetectionSocial BotsSocial Media Bot DetectionSpam DetectionSpambot Detection
It is known that many Twitter users are bots, which are accounts controlled and sometimes created by computers. Twitter bots can send spam tweets, manipulate public opinion and be used for online fraud. Here we report the discovery, retrieval, and analysis of the 'Star Wars' botnet in Twitter, which consists of more than 350,000 bots tweeting random quotations exclusively from Star Wars novels. The botnet contains a single type of bot, showing exactly the same properties throughout the botnet. It is unusually large, many times larger than other available datasets. It provides a valuable source of ground truth for research on Twitter bots. We analysed and revealed rich details on how the botnet was designed and created. As of this writing, the Star Wars bots are still alive in Twitter. They have survived since their creation in 2013, despite the increasing efforts in recent years to detect and remove Twitter bots. We also reflect on the 'unconventional' way in which we discovered the Star Wars bots, and discuss the current problems and future challenges of Twitter bot detection.
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What is Twitter, a social network or a news media?
Haewoon Kwak, Changhyun Lee, Hosung Park et al. · 2010 · 6.7K citations · Full text
Earthquake shakes Twitter users
Takeshi Sakaki, Makoto Okazaki, Yutaka Matsuo · 2010 · 3.7K citations
Natural Sciences, Data Science, Natural Language Processing +14
Predicting Elections with Twitter: What 140 Characters Reveal about Political Sentiment
Andranik Tumasjan, Timm O. Sprenger, Philipp Sandner et al. · Proceedings of the International AAAI Conference on Web and Social Media · 2010 · 2.7K citations · Full text
Social Sciences, Political Communication, Political Science +12