EPJ Data Science

Table 3 Comparison between behavioral and linguistic approaches for troll account identification

From: Exposing influence campaigns in the age of LLMs: a behavioral-based AI approach to detecting state-sponsored trolls

Metric	Behavioral approaches		Linguistic approaches
Metric	Troll score-based	IRL-based [49]	Addawood et al. [45]	Im et al. [40]
Accuracy	90.6	83.0	98.9	97.7
AUC	90.5	89.1	99.8	99.7
Precision	90.1	84.0	98.5	97.5
Recall	89.6	85.0	97.3	97.5
F1-Score	89.7	84.5	98.9	97.5

Back to article page