CYBERBULLYING DETECTION AND PREVENTION IN SOCIAL MEDIA
Before you Post, THINK!
Need of this system
Features
Textual Detection with Severity
Cyberbullying detection in text using random forest algorithm for proactive detection of keywords and hugchat model for contextual based scoring.
Audio Detection
Detection of Cyberbullying content in audio files using speech recognition to transcribed the audio message and delete offensive content.
Algorithm
A list of algorithms with their accuraciies were listed and then the system is trained with the best model based on evaluation.
Datasets
The Hub which consists of various datasets used to train these models in detection of Cyberbullying content in social media.
Account Suspension and Blocking Algorithm
The algorithm of Account suspension logic is given here.
Integration with Social Platforms (Demo video)
Clone App demonstration to handle user accounts, detection, prevention of cyberbullying content in social mediaGallery
Hello! We are dedicated to developing innovative solutions for cyberbullying detection and prevention in social media.
