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Over the past few months, there were huge numbers of circulating tweets and discussions about Coronavirus (COVID-19) in the Arab region. It is important for policy makers and many people to identify types of shared tweets to better…

Computation and Language · Computer Science 2021-03-02 Hamdy Mubarak , Sabit Hassan

In this paper, we present ArCOV-19, an Arabic COVID-19 Twitter dataset that spans one year, covering the period from 27th of January 2020 till 31st of January 2021. ArCOV-19 is the first publicly-available Arabic Twitter dataset covering…

Computation and Language · Computer Science 2021-03-16 Fatima Haouari , Maram Hasanain , Reem Suwaileh , Tamer Elsayed

Along with the COVID-19 pandemic, an "infodemic" of false and misleading information has emerged and has complicated the COVID-19 response efforts. Social networking sites such as Facebook and Twitter have contributed largely to the spread…

Computation and Language · Computer Science 2021-05-10 Mohamed Seghir Hadj Ameur , Hassina Aliane

COVID-19 pandemic has brought unprecedented challenges to the world, and vaccination has been a key strategy to combat the disease. Since Twitter is one of the most widely used public microblogging platforms, researchers have analysed…

Social and Information Networks · Computer Science 2024-03-15 Pardeep Singh , Rabindra Lamsal , Monika Singh , Satish Chand , Bhawna Shishodia

With the emergence of the COVID-19 pandemic, the political and the medical aspects of disinformation merged as the problem got elevated to a whole new level to become the first global infodemic. Fighting this infodemic has been declared one…

While COVID-19 vaccines are finally becoming widely available, a second pandemic that revolves around the circulation of anti-vaxxer fake news may hinder efforts to recover from the first one. With this in mind, we performed an extensive…

Computation and Language · Computer Science 2021-09-24 Preslav Nakov , Firoj Alam , Shaden Shaar , Giovanni Da San Martino , Yifan Zhang

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 end of April 2020. We collected 138 verified claims, mostly from…

Computation and Language · Computer Science 2021-03-16 Fatima Haouari , Maram Hasanain , Reem Suwaileh , Tamer Elsayed

The Covid-19 pandemic had an enormous effect on our lives, especially on people's interactions. By introducing Covid-19 vaccines, both positive and negative opinions were raised over the subject of taking vaccines or not. In this paper,…

Computation and Language · Computer Science 2024-01-17 Taha ShabaniMirzaei , Houmaan Chamani , Amirhossein Abaskohi , Zhivar Sourati Hassan Zadeh , Behnam Bahrak

Social media platforms provide actionable information during crises and pandemic outbreaks. The COVID-19 pandemic has imposed a chronic public health crisis worldwide, with experts considering vaccines as the ultimate prevention to achieve…

Social and Information Networks · Computer Science 2023-01-19 Pardeep Singh , Rabindra Lamsal , Monika , Satish Chand , Bhawna Shishodia

The 2019 coronavirus disease (COVID-19), emerged late December 2019 in China, is now rapidly spreading across the globe. At the time of writing this paper, the number of global confirmed cases has passed two millions and half with over…

Social and Information Networks · Computer Science 2020-04-24 Sarah Alqurashi , Ahmad Alhindi , Eisa Alanazi

Administering COVID-19 vaccines at a societal scale has been deemed as the most appropriate way to defend against the COVID-19 pandemic. This global vaccination drive naturally fueled a possibility of Pro-Vaxxers and Anti-Vaxxers strongly…

Social and Information Networks · Computer Science 2021-11-23 Soham Poddar , Mainack Mondal , Janardan Misra , Niloy Ganguly , Saptarshi Ghosh

The outbreak of COVID-19 has resulted in an "infodemic" that has encouraged the propagation of misinformation about COVID-19 and cure methods which, in turn, could negatively affect the adoption of recommended public health measures in the…

Information Retrieval · Computer Science 2021-09-27 Mingxuan Chen , Xinqiao Chu , K. P. Subbalakshmi

The worldwide spread of COVID-19 has prompted extensive online discussions, creating an `infodemic' on social media platforms such as WhatsApp and Twitter. However, the information shared on these platforms is prone to be unreliable and/or…

Social and Information Networks · Computer Science 2020-11-20 R. Tallal Javed , Mirza Elaaf Shuja , Muhammad Usama , Junaid Qadir , Waleed Iqbal , Gareth Tyson , Ignacio Castro , Kiran Garimella

The rapid growth of social media content during the current pandemic provides useful tools for disseminating information which has also become a root for misinformation. Therefore, there is an urgent need for fact-checking and effective…

Information Retrieval · Computer Science 2021-01-15 Sarah Alqurashi , Btool Hamoui , Abdulaziz Alashaikh , Ahmad Alhindi , Eisa Alanazi

Since the onset of the COVID-19 pandemic, vaccines have been an important topic in public discourse. The discussions around vaccines are polarized as some see them as an important measure to end the pandemic, and others are hesitant or find…

Computers and Society · Computer Science 2022-07-26 Gabriel Lindelöf , Talayeh Aledavood , Barbara Keller

The understanding of the public response to COVID-19 vaccines is the key success factor to control the COVID-19 pandemic. To understand the public response, there is a need to explore public opinion. Traditional surveys are expensive and…

Social and Information Networks · Computer Science 2021-09-30 Amir Karami , Michael Zhu , Bailey Goldschmidt , Hannah R. Boyajieff , Mahdi M. Najafabadi

Vaccine hesitancy has been a common concern, probably since vaccines were created and, with the popularisation of social media, people started to express their concerns about vaccines online alongside those posting pro- and anti-vaccine…

Computation and Language · Computer Science 2023-04-18 Yida Mu , Mali Jin , Charlie Grimshaw , Carolina Scarton , Kalina Bontcheva , Xingyi Song

Background: Vaccination programs are effective only when a significant percentage of people are vaccinated. However, vaccine acceptance varies among communities around the world. Social media usage is arguably one of the factors affecting…

Social and Information Networks · Computer Science 2022-06-09 Md. Rafiul Biswas , Hazrat Ali , Raian Ali , Zubair Shah

False claims about COVID-19 vaccines can undermine public trust in ongoing vaccination campaigns, thus posing a threat to global public health. Misinformation originating from various sources has been spreading online since the beginning of…

Social and Information Networks · Computer Science 2021-05-18 Goran Muric , Yusong Wu , Emilio Ferrara

How information consumption affects behaviour is an open and widely debated research question. A popular hypothesis states that the so-called infodemic has a substantial impact on orienting individual decisions. A competing hypothesis…

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