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Arxiv
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BotArtist: Generic approach for bot detection in Twitter via semi-automatic machine learning pipeline
- A research paper introduces a semi-automatic machine learning pipeline (SAMLP) called BotArtist for bot detection on Twitter.
- SAMLP leverages nine publicly available datasets to train the BotArtist model.
- BotArtist outperforms existing Twitter bot detection methods by almost 10% in terms of F1-score, achieving an average score of 83.19% and 68.5% over specific and general approaches, respectively.
- The research provides one of the largest labeled Twitter bot datasets, containing features and BotArtist predictions for 10,929,533 Twitter user profiles.
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