Predicting suicidal intent from social media text post using machine learning

Predicting suicidal intent from social media text post using machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

Bibliografiset tiedot
Päätekijät:	Chowdhury, Md. Mubin Ul Islam, Hasan, Mehadi, Nayem, A.K.M Muhibullah, Meem, Humaira Tasnim
Muut tekijät:	Arif, Hossain
Aineistotyyppi:	Opinnäyte
Kieli:	English
Julkaistu:	Brac University 2023
Aiheet:	Suicidal Ideation Machine Learning Deep Learning Neural Network Social media Functional Word Embedding Dense and GRU Bert Bi-directional LSTM. Suicide > Prevention.
Linkit:	http://hdl.handle.net/10361/17923

Samankaltaisia teoksia

Multimodal fake news detection using text and image
Tekijä: Biswas, Trisha, et al.
Julkaistu: (2024)

Depression, sleeping pattern, and suicidal ideation among medical students in Bangladesh: A cross-sectional pilot study
Tekijä: Hasan, M. Tasdik, et al.
Julkaistu: (2022)

Hybrid recommendation system of intelligent captioning using deep learning networks
Tekijä: Wasi, Ahamed Al, et al.
Julkaistu: (2024)

Suicide, a study in sociology:
Tekijä: Durkheim, Emile, 1858-1917
Julkaistu: (1951)

Novel approach to detect hate speech and profanity on online platforms
Tekijä: Pritha, Barha Meherun, et al.
Julkaistu: (2022)

Recognizing sentimental emotions in text by using Machine Learning
Tekijä: Bushra, Tabassum Khan, et al.
Julkaistu: (2023)

A machine learning-based approach for data analysis to ascertain suicidal individuals from Social media users
Tekijä: Nahar, Fatiha Binte Kamrun, et al.
Julkaistu: (2023)

Narcissism and suicide in Shakespeare and his contemporaries
Tekijä: Langley, Eric Francis

Shakespeare's suicides : dead bodies that matter /
Tekijä: Tronicke, Marlena
Julkaistu: (2018)

Cyberbullying Detection using Machine Learning from Social Media comments in Bangla Language
Tekijä: Tuhin, Saikat Halder, et al.
Julkaistu: (2023)

Analyzing Schizophrenic-prone text from social media content: a novel approach through ML and NLP
Tekijä: Rodela, Raisa Rahman, et al.
Julkaistu: (2024)

The tender land : a family love story /
Tekijä: Finneran, Kathleen
Julkaistu: (2000)

An integrated approach: fake review detection using convBERT-BiLSTM classification
Tekijä: Mahmud, Md. Anas, et al.
Julkaistu: (2024)

Performance analysis of deep learning algorithms for Intrusion Detection System(IDS) of IoT Security
Tekijä: Fiha, Yeamin Jahan, et al.
Julkaistu: (2022)

Predicting crime using deep learning
Tekijä: Shihab, Muhammad Nafees, et al.
Julkaistu: (2024)

Taste of cherry Ta�m e guilass /
Julkaistu: (1999)

War and suicide: a comparative analysis of Yukio Mishima and Ernest Hemingway in the context of existentialism and Emile Durkheim’s Study of Suicide
Tekijä: Chowdhury, Sarah Nazia
Julkaistu: (2024)

Sentiment analysis using Natural Language Processing (NLP) & deep learning
Tekijä: Islam, Kazi Minhazul, et al.
Julkaistu: (2022)

A hybrid deep learning model and explainable AI-based Bengali hate speech multi-label classification and interpretation
Tekijä: Shakil, Mahmudul Hasan
Julkaistu: (2023)

Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
Tekijä: Nahar, Jannatun, et al.
Julkaistu: (2022)

The bell jar /
Tekijä: Plath, Sylvia
Julkaistu: (2013)

Sentiment analysis in Bengali Text using NLP
Tekijä: Sarkar, Ankon, et al.
Julkaistu: (2023)

Therapeutic and adverse effects of SSRIs
Tekijä: Rahman, Imtiazur
Julkaistu: (2018)

Analysis of financial data on the time series using data from the stock market
Tekijä: Shachcha, Ifad Bhuiyan, et al.
Julkaistu: (2022)

Human sentiment analysis using natural language processing
Tekijä: Shamya, Md. Shamiul Haque Khan, et al.
Julkaistu: (2024)

Bangla hate speech detection on social media using attention-based recurrent neural network
Tekijä: Das, Amit Kumar, et al.
Julkaistu: (2022)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
Tekijä: Mouli, Nazifa, et al.
Julkaistu: (2023)

Comparative analysis of machine learning models for stock price analysis across different dataset sizes
Tekijä: Srabon, Abir Alam, et al.
Julkaistu: (2023)

Smart companion agent for mental well-being through Deep Learning and NLP
Tekijä: Khan, Rafiur, et al.
Julkaistu: (2021)

Scent of a woman
Julkaistu: (1993)

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
Tekijä: Barua, Debalina
Julkaistu: (2023)

Virtual teaching assistant for undergraduate students using natural language processing & deep learning
Tekijä: Sakib, Sadman Jashim, et al.
Julkaistu: (2023)

A deep learning approach towards soft biometrics attributes prediction using CNN
Tekijä: Kibria, Maharab, et al.
Julkaistu: (2022)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
Tekijä: Arafat, Sheikh Mohammad, et al.
Julkaistu: (2021)

Mental health analysis of cancer-diagnosed patients with the lowest survival rate and their caregivers
Tekijä: Orchi, Irin Hoque, et al.
Julkaistu: (2023)

Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
Tekijä: Fahim, Kaji Mehedi Hasan, et al.
Julkaistu: (2024)

Enhancing Monkeypox diagnosis: a machine learning approach for skin lession classification
Tekijä: Nazmee, Namirah, et al.
Julkaistu: (2024)

Learning a deep neural network for predicting phishing website
Tekijä: Das, Robat, et al.
Julkaistu: (2019)

DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
Tekijä: Khan, Ibrahim
Julkaistu: (2023)

Detecting sarcasm in Bengali comments using NLP
Tekijä: Chowdhury, Md. Jamiur Rahman
Julkaistu: (2024)