Table 3 Number of average common topics for different feature combination
From: An unsupervised method for social network spammer detection based on user information interests
Dataset | Features | Average number of common topics | Focused |
|---|---|---|---|
Diverse | |||
Social Honeypot | GOSS + LOSS | 15 | 14 |
GOSS + LOSS + Entropy | 18 | 17 | |
GOSS + Entropy | 17 | 15 | |
LOSS + Entropy | 18 | 16 | |
The Fake Project | GOSS + LOSS | 18 | 16 |
GOSS + LOSS + Entropy | 22 | 19 | |
GOSS + Entropy | 16 | 14 | |
LOSS + Entropy | 20 | 17 | |
HSpam14 | GOSS + LOSS | 21 | 16 |
GOSS + LOSS + Entropy | 24 | 18 | |
GOSS + Entropy | 20 | 15 | |
LOSS + Entropy | 23 | 18 |