Browsing by Subject "Suicide"

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Cyberbullying Detection using Machine Learning from Social Media comments in Bangla Language

Tuhin, Saikat Halder; Islam, MD Touhidul; Islam, MD. Tauhidul (Brac University, 2022-05)

Cyberbullying which is defined as bullying perpetrated through the use of informa tion and communication technology is a serious problem nowadays. As a result of the invention of social networks friendships through different ...
A machine learning-based approach for data analysis to ascertain suicidal individuals from Social media users

Nahar, Fatiha Binte Kamrun; Afsana, Umme Halima; Chowdhury, Azizul Muktadir; Hasnaen, Maha; Jahan, Sumaya (Brac University, 2023-01)

In this research, we propose a hybrid model for predicting suicide risk from text data that incorporates BERT, VADER, and a Random Forest classifier for sentiment analysis. This model aims to identify individuals who may ...