Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks

作者：

Highlights：

• A novel approach of bot detection by using network representation learning.

• Introduction of methodology and concept of Bot2Vec model.

• Experiments on benchmark datasets shows the effectiveness of proposed model.

摘要

•A novel approach of bot detection by using network representation learning.•Introduction of methodology and concept of Bot2Vec model.•Experiments on benchmark datasets shows the effectiveness of proposed model.

论文关键词：Network representation learning,Network embedding,Social bot detection,Random walk

论文评审过程：Received 31 July 2020, Revised 10 February 2021, Accepted 14 March 2021, Available online 26 March 2021, Version of Record 27 September 2021.

论文官网地址：https://doi.org/10.1016/j.is.2021.101771