Machine learning-based social media bot detection: a comprehensive literature review

M Aljabri, R Zagrouba, A Shaahid, F Alnasser… - Social Network Analysis …, 2023 - Springer
In today's digitalized era, Online Social Networking platforms are growing to be a vital aspect
of each individual's daily life. The availability of the vast amount of information and their …

Social media bot detection with deep learning methods: a systematic review

K Hayawi, S Saha, MM Masud, SS Mathew… - Neural Computing and …, 2023 - Springer
Social bots are automated social media accounts governed by software and controlled by
humans at the backend. Some bots have good purposes, such as automatically posting …

Scalable and generalizable social bot detection through data selection

KC Yang, O Varol, PM Hui, F Menczer - Proceedings of the AAAI …, 2020 - ojs.aaai.org
Efficient and reliable social bot classification is crucial for detecting information manipulation
on social media. Despite rapid development, state-of-the-art bot detection models still face …

T-Bot: AI-based social media bot detection model for trend-centric twitter network

S Gera, A Sinha - Social Network Analysis and Mining, 2022 - Springer
Online social media platforms have paved the way greatly into the lives of people and made
person-to-person interaction faster by making the world more connected. Users can spread …

Detection of bots in social media: a systematic review

M Orabi, D Mouheb, Z Al Aghbari, I Kamel - Information Processing & …, 2020 - Elsevier
Social media bots (automated accounts) attacks are organized crimes that pose potential
threats to public opinion, democracy, public health, stock market and other disciplines. While …

Tweet-based bot detection using big data analytics

A Derhab, R Alawwad, K Dehwah, N Tariq… - IEEE …, 2021 - ieeexplore.ieee.org
Twitter is one of the most popular micro-blogging social media platforms that has millions of
users. Due to its popularity, Twitter has been targeted by different attacks such as spreading …

Twitter bot detection using diverse content features and applying machine learning algorithms

FK Alarfaj, H Ahmad, HU Khan, AM Alomair… - Sustainability, 2023 - mdpi.com
A social bot is an intelligent computer program that acts like a human and carries out various
activities in a social network. A Twitter bot is one of the most common forms of social bots …

Bot detection on online social networks using deep forest

KE Daouadi, RZ Rebaï, I Amous - … of 8th Computer Science On-line …, 2019 - Springer
Nowadays, social networks are widely used not only by humans, but also by bots
(automated agents). Recent studies have reported that bot accounts are used across …

Enhanced Twitter bot detection using ensemble machine learning

H Shukla, N Jagtap, B Patil - 2021 6th International Conference …, 2021 - ieeexplore.ieee.org
Social media has been an unavoidable part of our life over the years. As it is getting popular,
the number of social media bots are also increasing. Social media bots are the artificial …

[HTML][HTML] Systematic literature review of social media bots detection systems

Z Ellaky, F Benabbou, S Ouahabi - … of King Saud University-Computer and …, 2023 - Elsevier
Online social networks (OSNs) are vital to people's daily lives. They offer free services that
allow people to connect and interact with family and friends, post comments and images …