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.

Bibliographic Details
Main Authors:	Biswas, Trisha, Lamia, Tasmim Afroj, Shykat, Tarikul Islam, Rafi, Md. Arifin Ahmed
Other Authors:	Sadeque,Farig Yousuf
Format:	Thesis
Language:	English
Published:	Brac University 2024
Subjects:	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.
Online Access:	http://hdl.handle.net/10361/22652

Similar Items

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Effectiveness of IT service based on client satisfaction
by: Islam, Nushrat
Published: (2016)

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

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

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

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

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

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

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

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