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

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

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

Manylion Llyfryddiaeth
Prif Awduron:	Tuhin, Saikat Halder, Islam, MD Touhidul, Islam, MD. Tauhidul
Awduron Eraill:	Rahman, Mr. Tanvir
Fformat:	Traethawd Ymchwil
Iaith:	en_US
Cyhoeddwyd:	Brac University 2023
Pynciau:	Cyberbullying Social Media Suicide Bangla Language Word Embedding Machine Learning Random Forest Bullying Cyberbullying. Social media > Moral and ethical aspects.
Mynediad Ar-lein:	http://hdl.handle.net/10361/17732

Eitemau Tebyg

Exploration of cyberbullying behaviour among students of secondary schools in Dhaka during COVID-19
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Cyberbullying detection using sentiment analysis in social media
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Cyhoeddwyd: (2016)

Comparative study of toxic comments classification using machine learning algorithms
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Identifying code-mixed and code-switched hateful remarks on social media using NLP
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Predicting suicidal intent from social media text post using machine learning
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Hate crimes in cyberspace /
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A report on the internship at ATN Bangla
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Cyhoeddwyd: (2018)

Report on internship as a PCR assistant at BanglaVision
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Cyhoeddwyd: (2024)

Tracing the footprints of digital aggression: an ethnographic journey into cyber harassment against female activists in Bangladesh
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Moral panics and the media /
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Social media terraforming media landscape
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A hybrid deep learning model and explainable AI-based Bengali hate speech multi-label classification and interpretation
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Teacher’s perception on bullying in early-primary years
gan: Islam, Sufia Binte
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Embedded system based bangla intelligent social virtual robot with sentiment analysis
gan: Hossain, Md. Ishan Arefin, et al.
Cyhoeddwyd: (2018)

Social media trend analysis to predict the success of products using deep learning technique
gan: Khan, Farden Ehsan, et al.
Cyhoeddwyd: (2023)

A comprehensive Bangla spelling checker
gan: Naushad UzZaman,, et al.
Cyhoeddwyd: (2010)

Prospect of young English graduates in Bangladesh’s newspaper industry
gan: Rimon, Md. Mahfuzer Rahman
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The Israeli-Palestinian conflict in news media
gan: Sharmeen, Mehnaz
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The impacts of workplace bullying & harassment on Bangladeshi minority communities
gan: Farhin, Saika
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Promoting safe and inclusive primary schools in Dhaka, Bangladesh: prevalence, factors, and strategies addressing bullying victimization
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The experience of advertising world and translation at Paper Rhyme Advertising Limited
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Sentiment analysis using Natural Language Processing (NLP) & deep learning
gan: Islam, Kazi Minhazul, et al.
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The sage handbook of social media /
Cyhoeddwyd: (2019)

Bullying in early years at school: case study
gan: Nazmi, Sheikh Nishat
Cyhoeddwyd: (2018)

An in-depth analysis of the operations workflow of a Bangladeshi advertising agency (Glitch DHK)
gan: Karim, Syeda Anan
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Approaches to audiences : a reader /
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Introduction to mass communication : media literacy and culture /
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Analysis on consumer recall, recognition and brand association of the Savlon Social Media Campaign
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Cyhoeddwyd: (2017)

Study onthe use social media for marketing of brands
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Alternative media & mainstream politics: The case of mediated political fusion
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A machine learning-based approach for data analysis to ascertain suicidal individuals from Social media users
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Rise of new media and the changes in the perceptions of reality
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Effect of social Media on mental health
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Understanding the effectiveness of using tags in social media query management - a perspective from X Solutions Limited
gan: Rahat, Raihan Alam
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Compassion, morality, and the media /
gan: Tester, Keith, 1960-

Change in audience engagement behavior of transformation media trust due to the emergence of social media platforms
gan: Sajjan, Timothy
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Media, culture and society : an introduction /
gan: Hodkinson, Paul
Cyhoeddwyd: (2011)

The network society : social aspects of new media /
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Cyhoeddwyd: (2006)

Novel approach to detect hate speech and profanity on online platforms
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Exploring different dimensions of social media at Dhaka Tribune
gan: Tasnim, Zarin
Cyhoeddwyd: (2018)