Multimodal fake news detection using text and image

Multimodal fake news detection using text and image

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Manylion Llyfryddiaeth
Prif Awduron:	Biswas, Trisha, Lamia, Tasmim Afroj, Shykat, Tarikul Islam, Rafi, Md. Arifin Ahmed
Awduron Eraill:	Sadeque,Farig Yousuf
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Natural language processing Multinomial naive bayes BERT Bi-GRU Bi-LSTM Word embedding Fake news Support vector machine Deep learning (Machine learning) Fake news > Prevention > Data processing.
Mynediad Ar-lein:	http://hdl.handle.net/10361/22652

Eitemau Tebyg

FakeDetect: Bangla fake news detection model based on different machine learning classifiers
gan: Sraboni, Tasnuba, et al.
Cyhoeddwyd: (2021)

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

Interpretable Bangla fake news classification using BERT and traditional machine learning approaches
gan: Anan, Ramisa, et al.
Cyhoeddwyd: (2023)

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

Predicting suicidal intent from social media text post using machine learning
gan: Chowdhury, Md. Mubin Ul Islam, et al.
Cyhoeddwyd: (2023)

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

Detecting fake news on Covid-19 using machine learning algorithms
gan: Hossain, Farhan, et al.
Cyhoeddwyd: (2023)

Fake news pattern recognition using linguistic analysis
gan: Dey, Amitabha, et al.
Cyhoeddwyd: (2018)

Identifying Bangla deceptive news using machine learning and deep learning algorithms
gan: Piyal, Anindya Roy, et al.
Cyhoeddwyd: (2023)

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

COVID-19 related fake news detection model
gan: Shondhy, Sumaiya Islam, et al.
Cyhoeddwyd: (2021)

Detection of fake identities on twitter using supervised machine learning
gan: Rahman, MD. Takiur, et al.
Cyhoeddwyd: (2019)

Fake profile detection in social media using image processing and machine learning
gan: Sen, Shuva, et al.
Cyhoeddwyd: (2021)

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

Rumor detection in Bangla using machine learning & deep learning
gan: Ahmed, Md Istiaq, et al.
Cyhoeddwyd: (2023)

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

Fraud detection in E-commerce using natural language processing
gan: Kabir, Iftekhar, et al.
Cyhoeddwyd: (2023)

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

A hybrid rumor detection model derived from a comparative study of supervised approaches
gan: Aothoi, Mehzabin Sadat, et al.
Cyhoeddwyd: (2023)

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

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
gan: Sarkar, Ripa, et al.
Cyhoeddwyd: (2024)

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

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

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
gan: Alam, Auninda, et al.
Cyhoeddwyd: (2021)

An effective machine learning approach for sentiment analysis of restaurant reviews
gan: Karim, Rabita
Cyhoeddwyd: (2018)

Text classification using machine learning algorithms
gan: Hasnat, Fahim, et al.
Cyhoeddwyd: (2018)

Detection of Deepfake using computer vision and deep learning
gan: Rahman, Anisur, et al.
Cyhoeddwyd: (2023)

A machine learning approach to predict young voter enthusiasm based on non-political factors
gan: Rahman, Md. Nowroz Junaed, et al.
Cyhoeddwyd: (2021)

Estimating flood susceptibility of Bangladesh in the future year using machine learning
gan: Alim, Sakib Bin, et al.
Cyhoeddwyd: (2021)

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

On the Extrapolation with the Denton Proportional Benchmarking Method /
gan: Marini, Marco
Cyhoeddwyd: (2012)

Effectiveness of IT service based on client satisfaction
gan: Islam, Nushrat
Cyhoeddwyd: (2016)

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

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

BanglaBait: using transformers, neural networks & statistical classifiers to detect clickbaits in New Bangla Clickbait Dataset
gan: Mahtab, Motahar, et al.
Cyhoeddwyd: (2022)

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

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

Study of LSPR characteristics of nano bi-pyramid as metals, transition metal nitrides and transparent conducting oxides for bio-molecule detection
gan: Rashid, Md. Hasinur, et al.
Cyhoeddwyd: (2017)

An analysis of word sense disambiguation in Bangla and English using supervised learning and a deep neural network classifier
gan: Pasha, Maroof Ur Rahman
Cyhoeddwyd: (2016)

Bangla text classification using machine learning and deep learning techniques
gan: Salehin, Kamrus, et al.
Cyhoeddwyd: (2021)