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.

Manylion Llyfryddiaeth
Prif Awduron: Rodela, Raisa Rahman, Efty, Farhan Tanvir, Rahman, Mubashira, Wajiha, Shaira
Awduron Eraill: Reza, Md Tanzim
Fformat: Traethawd Ymchwil
Iaith:English
Cyhoeddwyd: Brac University 2024
Pynciau:
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
Mynediad Ar-lein:http://hdl.handle.net/10361/22875

Rhyngrwyd

http://hdl.handle.net/10361/22875

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