Title | ||
---|---|---|
Particle Swarm Optimization on Deep Reinforcement Learning for Detecting Social Spam Bots and Spam-Influential Users in Twitter Network |
Abstract | ||
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In online social networks (OSNs), detection of malicious social bots is an important research challenge to provide legitimacy of user profiles and trustworthy service ratings. Further, spam-influential users must be minimal to control the fake information-spread in OSNs. Learning from example patterns using supervised learning may not provide accurate results in cases where existing data items are... |
Year | DOI | Venue |
---|---|---|
2021 | 10.1109/JSYST.2020.3034416 | IEEE Systems Journal |
Keywords | DocType | Volume |
Social networking (online),Blogs,Feature extraction,Particle swarm optimization,Machine learning algorithms,Reinforcement learning,Heuristic algorithms | Journal | 15 |
Issue | ISSN | Citations |
2 | 1932-8184 | 0 |
PageRank | References | Authors |
0.34 | 0 | 4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Greeshma Lingam | 1 | 8 | 2.17 |
Rashmi Ranjan Rout | 2 | 77 | 9.67 |
Durvasula V. L. N. Somayajulu | 3 | 21 | 9.53 |
Soumya Kanti Ghosh | 4 | 345 | 39.91 |