Detecting fake news on Covid-19 using machine learning algorithms

Detecting fake news on Covid-19 using machine learning algorithms

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

Manylion Llyfryddiaeth
Prif Awduron:	Hossain, Farhan, Hasan, Md Zahid, Hasan, Sourov, Alam, Mobassherul, Shahana, Afrin
Awduron Eraill:	Jahan, Sifat E
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Covid-19 Fake Covid-19 news Machine learning Classifiers Datasets Epidemics Disinformation
Mynediad Ar-lein:	http://hdl.handle.net/10361/21806

Eitemau Tebyg

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

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

Knowledge and practices regarding Covid-19 prevention among students of selected madrasas in Cox’s Bazar, Bangladesh
gan: Blasius, Camilla Megusa
Cyhoeddwyd: (2023)

Assessing knowledge and practices for covid-19prevention among students from class 8th & 9th standard in selected schools and equivalent grades level of madrasas in cox bazar districts, Bangladesh
gan: Chand, Deepika Joyec
Cyhoeddwyd: (2023)

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

Knowledge and practice regarding Covid-19 prevention: a cross sectional study among the school going students (6-9 grade) in Bangladesh
gan: Tshomo, Dechen
Cyhoeddwyd: (2023)

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

Covid-19: A transnational observation
gan: Kabir, Nahid Afrose
Cyhoeddwyd: (2020)

Exploring GPS teachers experience of online teaching in Dhaka City during COVID19 pandemic
gan: Hasan, Md. Rakibul
Cyhoeddwyd: (2022)

COVID-19 : the great reset /
gan: Schwab, Klaus
Cyhoeddwyd: (2020)

COVID-19: The next steps for the World
gan: Mridha, Malay Kanti
Cyhoeddwyd: (2022)

COVID-19’s Impact on Bangladesh Economy
gan: Siddiquee, Muhammad Shahadat Hossain, et al.
Cyhoeddwyd: (2022)

COVID-19 vaccination: Willingness and practice in Bangladesh
gan: Faruk, Avinno, et al.
Cyhoeddwyd: (2024)

Correlating lockdowns, mortality rates and air pollution: a deep learning imbued study of COVID-19
gan: Tabassum, Tahia, et al.
Cyhoeddwyd: (2021)

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

Implication of COVID 19 on IT industry: focusing automation solutionz
gan: Karim, Rabita
Cyhoeddwyd: (2021)

An overview on Covid-19 and invention of its treatment by drugs
gan: Nawer, Anika
Cyhoeddwyd: (2022)

Socio-Economic Impact Assessment of COVID-19 and Policy Implications for Bangladesh
gan: Rahman, Sultan Hafeez, et al.
Cyhoeddwyd: (2022)

Covid 19 pandemic is a prominent Global Crisis: Review of the Literature
gan: Zaman, Farzana, et al.
Cyhoeddwyd: (2021)

An assessment of knowledge and uptake of COVID-19 vaccine among the school going students at Cox Bazar in Bangladesh
gan: Das, Nikkon Ranjan
Cyhoeddwyd: (2023)

Experiences of volunteers as change agents for prevention of COVID-19 in Cox’s Bazaar, Bangladesh: an exploratory qualitative study
gan: Mariam, Warisha
Cyhoeddwyd: (2023)

Clinical features & outcomes of hospitalized patients with Covid-19 in Dhaka: a single-centered cross-sectional descriptive study
gan: Sakib, KM Rashidul Islam
Cyhoeddwyd: (2024)

Impact of COVID on the customer orientation of KORD (BD) Limited
gan: Fahim, Mubtasim
Cyhoeddwyd: (2021)

Post Covid-19 health indications of Covid-19 patients
gan: Khan, Tanzim
Cyhoeddwyd: (2022)

Bangladesh and Covid-19: Reversals and resilience
gan: Rahman, Atiya, et al.
Cyhoeddwyd: (2024)

COVID-19 is aggravating antimicrobial resistance
gan: Rafiqullah, Iftekhar, et al.
Cyhoeddwyd: (2020)

Coping with Covid-19 in Bangladesh : Assessment of relief delivery /
Cyhoeddwyd: (2021)

Exploring the practice of alternative assessment during Covid-19 of Bangla Medium Secondary Level Teachers and students in Bangladesh
gan: Noor, Samia
Cyhoeddwyd: (2023)

Economic impact of Covid-19 on Shadow International
gan: Mujjammil, Fattah E
Cyhoeddwyd: (2022)

A comparative analysis of attention abilities in post-covid and non-covid patients using Ace-III scale
gan: Anuva, Nayeema Jameel
Cyhoeddwyd: (2024)

COVID-19 and employment related adjustments : Findings from household survey in Bangladesh /
gan: Rahman, Mustafizur
Cyhoeddwyd: (2021)

Impacts of self-medication among students during COVID-19: a comprehensive review
gan: Mitra, Shovon
Cyhoeddwyd: (2021)

The impact of COVID-19 pandemic on small and medium enterprises in Bangladesh
gan: Islam, Asadul, et al.
Cyhoeddwyd: (2022)

Simple ways to alleviate antibiotic resistance amidst Covid-19
gan: Siddiqee, Mahbubul H., et al.
Cyhoeddwyd: (2020)

Covid 19 effect on customer orientation of restaurant industry of Bangladesh
gan: Sadik, Abu Farhan
Cyhoeddwyd: (2022)

The accessibility of Covid-19 vaccine toward commercialization using microneedles
gan: Isty, Fahim Istiak
Cyhoeddwyd: (2021)

Red Tomato Restaurant: struggles of restaurants in the Covid-19 era
gan: Alam, Saif
Cyhoeddwyd: (2021)

Comparing knowledge and practice of Covid-19 vaccination between general school (Grade 6 to 9) and madrasa-going students (Grade 6 to 9 equivalent) at Cox’s Bazar, Bangladesh
gan: Neeher, Nishantika
Cyhoeddwyd: (2023)

Knowledge, Attitude and Practice (KAP) study on COVID-19 vaccination in Bangladesh
gan: Islam, Ashabul, et al.
Cyhoeddwyd: (2022)

Situation changed Covid 19! - How to retain and engage generation Y employees
gan: Rahman, Sanjida
Cyhoeddwyd: (2023)