Identifying Bangla deceptive news using machine learning and deep learning algorithms

Identifying Bangla deceptive news using machine learning and deep learning algorithms

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

Bibliografische gegevens
Hoofdauteurs:	Piyal, Anindya Roy, Iqbal, Shams, Rohan, Anupom Ray, Zaman, Nowshin, Meheja, Nowshin
Andere auteurs:	Rahman, Md. Khalilur
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2023
Onderwerpen:	Fake-news Bangla fake-news BNLP BLTK bn_w2v_wiki SMOTE LSTM RFC Deep learning Artificial intelligence Cognitive learning theory Machine learning Computer algorithms
Online toegang:	http://hdl.handle.net/10361/22040

Gelijkaardige items

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

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

Multimodal fake news detection using text and image
door: Biswas, Trisha, et al.
Gepubliceerd in: (2024)

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

Fake news pattern recognition using linguistic analysis
door: Dey, Amitabha, et al.
Gepubliceerd in: (2018)

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

COVID-19 related fake news detection model
door: Shondhy, Sumaiya Islam, et al.
Gepubliceerd in: (2021)

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

Detection of Deepfake using computer vision and deep learning
door: Rahman, Anisur, et al.
Gepubliceerd in: (2023)

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

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

Bangla text classification using machine learning and deep learning techniques
door: Salehin, Kamrus, et al.
Gepubliceerd in: (2021)

Predicting crime using deep learning
door: Shihab, Muhammad Nafees, et al.
Gepubliceerd in: (2024)

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
door: Barua, Debalina
Gepubliceerd in: (2023)

RUMUNA holds workshop on UN
Gepubliceerd in: (2015)

BRAC University students visit Parliament
Gepubliceerd in: (2015)

BRAC students develop games for autistic kids
door: Mahmud, Faisal
Gepubliceerd in: (2015)

Discussing the role of graphic novels and comics in Academia
door: Khan, Ryan Rahman
Gepubliceerd in: (2015)

Robi trusts young talent to deliver future growth
door: The Daily Star
Gepubliceerd in: (2015)

The ‘hardware’ dreams
door: Mahmud, Faisal
Gepubliceerd in: (2015)

BRACU signs MoU with Ernst and Young
door: The Daily Observer
Gepubliceerd in: (2015)

Regional Governance Matters
door: Or Rashid, Md. Harun
Gepubliceerd in: (2015)

Dim the destination allure for boat people
door: Islam, Md. Rizwanul
Gepubliceerd in: (2015)

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

Deep learning approaches to EEG and fMRI data: a comparative study for sleep stage classification
door: Tanvir, Farhan, et al.
Gepubliceerd in: (2024)

MediaWiki 1.1 beginner's guide : install, manage, and customize your own MediaWiki-based site /
door: Rahman, Mizanur
Gepubliceerd in: (2010)

3G and 4G paging success rate based mobile network anomaly detection using supervised and unsupervised learning
door: Ahasan, Md Rakibul
Gepubliceerd in: (2022)

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

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

সংবাদপত্রের স্টাইল শিট /
door: আশরাফ, খোন্দকার আলী

Report on exploring various aspects of Dhaka Bangla Media & Communication Limited
door: Soumik, Sadab Shariar
Gepubliceerd in: (2024)

A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
door: Morshed, Atique, et al.
Gepubliceerd in: (2021)

Learning a deep neural network for predicting phishing website
door: Das, Robat, et al.
Gepubliceerd in: (2019)

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

Internship as a newsroom editor at DBC News
door: Bushra, Mst. Kamrunnahar
Gepubliceerd in: (2023)

Demystifying machine learning models for IOT attack detection with explainable AI
door: Muna, Rabeya Khatun, et al.
Gepubliceerd in: (2021)

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

Essentials of learning : the new cognitive learning for students of education /
door: Travers, Robert Morris William, 1913-

BRACU Express - Spring 17 - Issue 3
door: Express, BRACU
Gepubliceerd in: (2019)

BRACU Express - Spring 17 - Issue 1
door: Express, BRACU
Gepubliceerd in: (2019)