Physical Sciences and Mathematics Commons^™

Using Data Analytics To Filter Insincere Posts From Online Social Networks. A Case Study: Quora Insincere Questions, Mohammad A. Al-Ramahi, Izzat Alsmadi

Computer Information Systems Faculty Publications

The internet in general and Online Social Networks (OSNs) in particular continue to play a significant role in our life where information is massively uploaded and exchanged. With such high importance and attention, abuses of such media of communication for different purposes are common. Driven by goals such as marketing and financial gains, some users use OSNs to post their misleading or insincere content. In this context, we utilized a real-world dataset posted by Quora in Kaggle.com to evaluate different mechanisms and algorithms to filter insincere and spam contents. We evaluated different preprocessing and analysis models. Moreover, we analyzed the …