This is the source code of bot2vec network representation model which is designed to tackle bot detection task in multiple types of online social networks (OSNs).
This work is an improved version of Node2Vec algorithm (https://github.com/aditya-grover/node2vec) with an extension of intra-community random walk strategy.
- Python >= 3.6
- NetworkX >= 2.3
- Gensim >= 3.8.x
- Python-Louvain 0.14 (https://github.com/taynaud/python-louvain)
- Cresci-2015: http://mib.projects.iit.cnr.it/dataset.html
- Social-spammer: https://linqs-data.soe.ucsc.edu/public/social_spammer/
Please send any question you might have about the code and/or the algorithm to [email protected].