Gender Detection on Social Networks using Ensemble Deep Learning [article]

Kamran Kowsari, Mojtaba Heidarysafa, Tolu Odukoya, Philip Potter, Laura E. Barnes, Donald E. Brown
2020 arXiv   pre-print
Analyzing the ever-increasing volume of posts on social media sites such as Facebook and Twitter requires improved information processing methods for profiling authorship. Document classification is central to this task, but the performance of traditional supervised classifiers has degraded as the volume of social media has increased. This paper addresses this problem in the context of gender detection through ensemble classification that employs multi-model deep learning architectures to
more » ... te specialized understanding from different feature spaces.
arXiv:2004.06518v3 fatcat:s6dwyv6w7nbqvicrr6oezbrwxi