YouTube Video Bot Detection – A Deep Learning-Based Framework
Description
YouTube video bots have been constantly generating bot videos and posting them on the YouTube platform. While these bot-generated videos negatively influence the YouTube audience, they cost YouTube extra resources to host. The goal for this project is to build a classifier that identifies bot-generated channels based on a deep learning-based framework. We designed the framework to take text, audio, and video features into account. For the purpose of this thesis project, we will be focusing on text classification work.
Date Created
The date the item was original created (prior to any relationship with the ASU Digital Repositories.)
2019-05
Agent
- Author (aut): Sai, Lun
- Thesis director: Benjamin, Victor
- Committee member: Lin, Elva S.Y.
- Contributor (ctb): Department of Information Systems
- Contributor (ctb): School of Accountancy
- Contributor (ctb): Department of Information Systems
- Contributor (ctb): School of Mathematical and Statistical Sciences
- Contributor (ctb): Barrett, The Honors College