AI Use Case

Automate flagging and/or removal of user generated and uploaded media content

Companies use AI to automatically flag and remove user content on social media and other platforms which violates regulations and government mandates

Function

Benefits

Cost - Job automation,Operational - Service / outcome scaling,Risk reduction - Reduced compliance risk

Case Studies

iQiyi~iQiyi automatically deletes 10% of censorship violating user uploaded content minimising the number of human censors needed through the use of machine learning,Google YouTube~Google YouTube identifies 98% of the videos it removes for promoting extremism using machine learning ,Facebook~Facebook is trying to combat misinformation in the site’s news feed with machine learning,Facebook~Facebook and Instragram are automating detection of images related to drug dealing posted on the social media platforms

Industry

Consumer Goods And Services

Media And Publishing

Data Sets

Video,Text,Audio,Images

AI Technologies

ML Task - Prediction - Annotation,Model Architecture - Convolutional Neural Network (CNN),Model Architecture - Artificial Neural Network (ANN),Model Architecture - Deep Neural Networks,ML Task - Prediction - Binary Classification,ML Task - Prediction - Multi-class Classification,Machine Learning (ML),Traditional AI

Potential Vendors

Facebook