Profile-based Bot Detection

Profile-Based Bot Detection is a bot detection method that identifies automated social media accounts by analyzing static profile attributes, such as username, bio, registration date, and profile image, to distinguish bots from human users based on deviations from typical human account characteristics.

Publications

1.3K

Citations

112

Authors

Institutions

Publications per year

2017–2026

Parents

Bot Detection

Publications

Twitter Bot Detection Using Bidirectional Long Short-Term Memory Neural Networks and Word Embeddings

Wei Feng, Uyen Trang Nguyen · 2019 · 148 citations

Computing, Computer Science, Feature Engineering +15

Deep Contextualized Word Embedding for Text-based Online User Profiling to Detect Social Bots on Twitter

Maryam Heidari, James H. Jones, Özlem Uzuner · 2020 · 95 citations

Business, Computer Science, Machine Learning +15

Demystifying Social Bots: On the Intelligence of Automated Social Media Actors

Dennis Assenmacher, Lena Clever, Lena Frischlich et al. · Social Media + Society · 2020 · 93 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

DeeProBot: a hybrid deep neural network model for social bot detection based on user profile data

Kadhim Hayawi, Sujith Samuel Mathew, Neethu Venugopal et al. · Social Network Analysis and Mining · 2022 · 83 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Are You a Cyborg, Bot or Human?—A Survey on Detecting Fake News Spreaders

Wajiha Shahid, Yiran Li, Dakota Staples et al. · IEEE Access · 2022 · 73 citations · Full text

Social Sciences, Communication, Cybersecurity +15

1–5 of 38

Authors

112

KH
Kadhim Hayawi
Zayed University, United Arab Emirates
4 publications · 136 citations
4
h-index
EA
Eiman Alothali
Zayed University, United Arab Emirates
3 publications · 53 citations
3
h-index
HA
Hany Alashwal
United Arab Emirates University, United Arab Emirates
3 publications · 53 citations
3
h-index
ÖU
Özlem Uzuner
University at Albany, State University of New York, United States
2 publications · 113 citations
2
h-index
RF
Reza Farahbakhsh
Institut Polytechnique de Paris, France
2 publications · 33 citations
2
h-index

1–5 of 112

Institutions

1–8 of 48

Venues

arXiv (Cornell University)
Repository · 4 publications · 77 citations
4
h-index
CLEF (Working Notes)
2 publications · 66 citations
2
h-index
Applied Sciences
2 publications · 36 citations
2
h-index
Social Network Analysis and Mining
2 publications · 104 citations
2
h-index
National Conference on Artificial Intelligence
Conference · 1 publications · 16 citations
1
h-index

1–5