New ML method IMMENSE aids law enforcement in social network user classification

Researchers have developed IMMENSE, a new machine learning method designed to help law enforcement agencies identify malicious users on social networks. This inductive classification approach integrates three perspectives: the content users post, their social connections, and their spatial information. Experiments on a Twitter/X dataset demonstrated IMMENSE's effectiveness, outperforming five existing methods and enabling classification of new users without retraining. AI

IMPACT This inductive classification method could enhance the efficiency of social network monitoring systems for law enforcement.

RANK_REASON The cluster contains a research paper detailing a new machine learning method. [lever_c_demoted from research: ic=1 ai=1.0]

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• alphaXiv
• arXiv
• CatalyzeX
• DagsHub
• Francesco Benedetti
• Gotit.pub
• Hugging Face
• IMMENSE
• law enforcement agency
• ScienceCast
• Twitter X

• paper
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