A literature review on detecting, verifying, and mitigating online misinformation

A Bodaghi, KA Schmitt, P Watine… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Social media use has transformed communication and made social interaction more
accessible. Public microblogs allow people to share and access news through existing and …

A novel hybrid deep learning model for detecting COVID-19-related rumors on social media based on LSTM and concatenated parallel CNNs

M Al-Sarem, A Alsaeedi, F Saeed, W Boulila… - Applied Sciences, 2021 - mdpi.com
Spreading rumors in social media is considered under cybercrimes that affect people,
societies, and governments. For instance, some criminals create rumors and send them on …

ArCOV19-rumors: Arabic COVID-19 twitter dataset for misinformation detection

F Haouari, M Hasanain, R Suwaileh… - arXiv preprint arXiv …, 2020 - arxiv.org
In this paper we introduce ArCOV19-Rumors, an Arabic COVID-19 Twitter dataset for
misinformation detection composed of tweets containing claims from 27th January till the …

Machine learning in detecting covid-19 misinformation on twitter

MN Alenezi, ZM Alqenaei - Future Internet, 2021 - mdpi.com
Social media platforms such as Facebook, Instagram, and Twitter are an inevitable part of
our daily lives. These social media platforms are effective tools for disseminating news …

COVID-19 tweets classification based on a hybrid word embedding method

Y Didi, A Walha, A Wali - Big Data and Cognitive Computing, 2022 - mdpi.com
In March 2020, the World Health Organisation declared that COVID-19 was a new
pandemic. This deadly virus spread and affected many countries in the world. During the …

Deep learning models to detect online false information: A systematic literature review

A Seyam, A Bou Nassif, M Abu Talib, Q Nasir… - The 7th Annual …, 2021 - dl.acm.org
The amount of disseminated information from online content volume is increasing rapidly
including trusted and untrusted information that are published by different sources. To …

The detection of fake news in arabic tweets using deep learning

S Alyoubi, M Kalkatawi, F Abukhodair - Applied Sciences, 2023 - mdpi.com
Fake news has been around for a long time, but the rise of social networking applications
over recent years has rapidly increased the growth of fake news among individuals. The …

[HTML][HTML] Arabic rumor detection: A comparative study

G Amoudi, R Albalawi, F Baothman, A Jamal… - Alexandria Engineering …, 2022 - Elsevier
With the increased popularity of social media platforms, people are increasingly depending
on them for news and updates. Even official media channels post news on social media …

Multimodal Arabic rumors detection

RM Albalawi, AT Jamal, AO Khadidos… - IEEE Access, 2023 - ieeexplore.ieee.org
Recently, the use of social media platforms has increased with ease of use and fast
accessibility, making such platforms a place of rumor proliferation owing to the lack of …

360 Degrees rumor detection: When explanations got some explaining to do

B Janssens, L Schetgen, M Bogaert, M Meire… - European Journal of …, 2024 - Elsevier
Unverified rumor detection recently received considerable academic attention due to the
societal impact resulting from this potential misinformation. Previous work in this area mainly …