Analyzing Schizophrenic-prone text from social media content: a novel approach through ML and NLP

Analyzing Schizophrenic-prone text from social media content: a novel approach through ML and NLP

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2024.

Bibliographic Details
Main Authors: Rodela, Raisa Rahman, Efty, Farhan Tanvir, Rahman, Mubashira, Wajiha, Shaira
Other Authors: Reza, Md Tanzim
Format: Thesis
Language:English
Published: Brac University 2024
Subjects:
Schizophrenia
Logistic regression
Mental illness
Decision tree
Language pattern
Social media post
Natural language processing
GRU
Bi-LSTM
BERT
Natural language processing (Computer science)
Machine learning
Online Access:http://hdl.handle.net/10361/22875

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