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.

Xehetasun bibliografikoak
Egile Nagusiak:	Piyal, Anindya Roy, Iqbal, Shams, Rohan, Anupom Ray, Zaman, Nowshin, Meheja, Nowshin
Beste egile batzuk:	Rahman, Md. Khalilur
Formatua:	Thesis
Hizkuntza:	English
Argitaratua:	Brac University 2023
Gaiak:	Fake-news Bangla fake-news BNLP BLTK bn_w2v_wiki SMOTE LSTM RFC Deep learning Artificial intelligence Cognitive learning theory Machine learning Computer algorithms
Sarrera elektronikoa:	http://hdl.handle.net/10361/22040

Antzeko izenburuak

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

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

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

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

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

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

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

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

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

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

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

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

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

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

RUMUNA holds workshop on UN
Argitaratua: (2015)

BRAC University students visit Parliament
Argitaratua: (2015)

BRAC students develop games for autistic kids
nork: Mahmud, Faisal
Argitaratua: (2015)

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

Robi trusts young talent to deliver future growth
nork: The Daily Star
Argitaratua: (2015)

The ‘hardware’ dreams
nork: Mahmud, Faisal
Argitaratua: (2015)

BRACU signs MoU with Ernst and Young
nork: The Daily Observer
Argitaratua: (2015)

Regional Governance Matters
nork: Or Rashid, Md. Harun
Argitaratua: (2015)

Dim the destination allure for boat people
nork: Islam, Md. Rizwanul
Argitaratua: (2015)

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

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

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

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

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

সংবাদপত্রের স্টাইল শিট /
nork: আশরাফ, খোন্দকার আলী

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

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

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

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

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

Internship as a newsroom editor at DBC News
nork: Bushra, Mst. Kamrunnahar
Argitaratua: (2023)

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

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

BRACU Express - Spring 17 - Issue 3
nork: Express, BRACU
Argitaratua: (2019)

BRACU Express - Spring 17 - Issue 1
nork: Express, BRACU
Argitaratua: (2019)

BRACU Express - Summer 17 - Issue 3
nork: Express, BRACU
Argitaratua: (2019)