Facade of media and social media during COVID-19: A review

2020 ◽  
Vol 11 (SPL1) ◽  
pp. 142-149 ◽  
Author(s):  
Kumar Chandan Srivastava ◽  
Deepti Shrivastava ◽  
Kumar Gaurav Chhabra ◽  
Waqar Naqvi ◽  
Arti Sahu
Keyword(s):  
Social Media ◽  
Digital Media ◽  
Fake News ◽  
Health Authorities ◽  
Rapid Spread ◽  
Public Health Authorities ◽  
Social Media Platforms ◽  
The Government ◽  
Novel Coronavirus ◽  
Fear And Anxiety

A novel coronavirus (COVID-19) arose in Wuhan, China, in December 2019. Soon it spread to other countries worldwide to become a pandemic. Globally, governments enforced quarantine and social distancing measures to prevent the spread of the infection. Mass media and social media platforms played a crucial role in providing information regarding the Coronavirus. Since little is known about COVID-19, various fake news, misinformation and rumours spread across the digital media that panicked people into making panic decisions. The rapid spread of misinformation and stories via social media platforms such as Twitter, Facebook and YouTube became a vital concern of the government and public health authorities. Medical misinformation and unverifiable content about the COVID-19 pandemic are spreading on social media at an unprecedented pace. Mitigating the advent of rumours and misinformation during the COVID-19 epidemic is crucial, since misinformation and fake news creates panic, fear and anxiety among people, predisposing them to various mental health conditions. Instead of considering social media as a secondary medium, it should be utilised to convey important information. Besides, it allows citizens to address their queries directly. Several governments across the world have taken actions to contain the pandemic of misinformation, yet measures are required to prevent such communication complications.

scholarly journals IS FAKE NEWS SPREADING MORE RAPIDLY THAN COVID-19 IN INDIA?

2020 ◽  
Vol 11 (10) ◽  
pp. 208-220 ◽  
Keyword(s):  
Social Media ◽  
High Speed ◽  
Self Regulation ◽  
National Policy ◽  
Easy Access ◽  
Regulatory Body ◽  
Fake News ◽  
Red Tape ◽  
Social Media Platforms ◽  
The Government

Fake news is not a new phenomenon. With the mushrooming of smartphone users and the easy access to the internet, fake news is spreading at very high speed from people to people. Why do people flagrantly believe fake news? Why don‟t people fact-check before sharing information with others? etc., are still some of the questions unanswered. The panic created by fake news during the time of the Covid-19 pandemic outbreak is also not less. Hence, this study aims to focus on understanding people‟s perspectives on controlling the spread of fake news on social media. The respective study is based on quantitative data analysis of the responses of 300 social media users across India, collected online in April 2020 during a nationwide lockdown. The study arrived at a conclusion stating that self-regulation may not deliver a proper effect on controlling the spread of fake news. But, organising effective campaigns to build social media literacy can be one of the potential measures that can be implemented in order to control the spread of fake news over social media platforms. The respondents of the study also agree to bring-in a national policy and a national regulatory body control the spread of fake news over social media platforms. Hence, this particular study can support the Government of India to make decisions to roll out regulatory measures to control the spread of fake news through social media, which is still on the red tape.

Flattening the Curve of Fake News in the Epoch of Infodemic

2021 ◽  
pp. 143-161
Author(s):  
Oluwole Olumide Durodolu ◽  
Collence Takaingenhamo Chisita ◽  
Tinyiko Vivian Dube
Keyword(s):  
Social Media ◽  
Digital Media ◽  
Research Methodology ◽  
Political Stability ◽  
Fake News ◽  
The Social ◽  
Social Media Platforms

Globally, no country has been spared by the spectre of the COVID-19 pandemic and infodemic that continues to wreak havoc on the socio-economic and political stability of governments and communities. The oxymoronic nature of fake news raises many questions with regards to the issues of authenticity because the concept of news is underpinned by verifiability. While fake news lacks variability, it is surprising that its digital imprint on the social media platforms continues to leave indelible marks that will undermine democracy, responsible journalism, and the benefits of the digital media. It is against this background that this chapter seeks to find strategies to flatten the curve of fake news in the epoch of the COVID-19 pandemic and infodemic, an epistemic challenge. The chapter is based on a positivist research methodology that sought to gather views from the study respondents on their epistemic experiences with fake news amidst the COVID-19 pandemic and infodemic. It seeks to gather views to counter the upsurge of fake news amidst the COVID-19 pandemic.

scholarly journals The role of social media in delivering news related to the COVID-19 pandemic: Moroccan community as a case study

2021 ◽  
Vol 119 ◽  
pp. 07007
Author(s):  
Nezha Mejjad ◽  
Hanane Yaagoubi ◽  
Mourad Gourmaj ◽  
Aniss Moumen ◽  
Nabil Chakhchaoui ◽  
...  
Keyword(s):  
Social Media ◽  
Best Practices ◽  
Survey Questionnaire ◽  
Fake News ◽  
Rapid Spread ◽  
Shared Information ◽  
Social Media Platforms ◽  
Source Of Information

The study aims to assess the Moroccan community’s using rate of social media, especially during the imposed lockdown, and analyze how the community is using and exploring the news published on Facebook. In this order, we prepared and shared a survey questionnaire among Facebook, Twitter and WhatsApp users. The obtained responses exhibit that only 5% of respondents share the news immediately without verifying the source, while 54 % share news only after verifying the source; the rest did not prefer to share COVID-19 related news. This may reflect the awareness level of the sampled population about the importance of verifying the source of information before sharing it, especially during such conditions. However, 64% of participants think that Social Media platforms are not sufficient and appropriate to warn and inform the population about this sanitary crisis as not all Moroccan citizens have access to the internet and do not use social media. Besides, the COVID-19 period has known a rapid spread of misinformation and fake news through these platforms, impacting community mental health. Although, it is recommended to consider warning people about the best practices and use of shared information through these platforms

scholarly journals The Negative Impact of Social Media during COVID-19

2021 ◽  
Vol 58 (2) ◽  
pp. 495-507
Author(s):  
Astha Kumari
Keyword(s):  
Mental Health ◽  
Social Media ◽  
Negative Impact ◽  
Modern World ◽  
Fake News ◽  
The World ◽  
Negative Effect ◽  
Social Media Platforms ◽  
The Government ◽  
World Information

It has been observed that social media platforms have had both a positive and negative effect on how India has dealt with the COVID 19 pandemic. As the coronavirus took over the world, many took to social media to learn about how the virus spreads and what it is. Although this helped inform everyone on how to take precautions against this deadly virus, a lot of the information that users were reading was not verified or fact-checked and labeled as "fake news". In the modern world, information is spread very quickly through a variety of social media platforms. Because of this, there was widespread panic even before the COVID-19 virus had even reached India. Many citizens bought an excessive surplus of supplies such as masks, hand sanitizers, and food, which ultimately led to a shortage of these supplies for the 1.3 billion people in this country. The shortage of supplies along with the lockdown process which severely impacted the economy has led to an increase in price to the majority of essential products such as food, hand sanitizers, masks, etc. The most affected were the average day workers. Social media has caused widespread panic and hogging of essential supplies along with false facts of the virus itself, however, there are some things that we have benefited from due to social media. For example, social media has shown us the importance of social distancing and activities that we can do to keep our mental health in check while under lockdown. In short, I believe social media should be regulated and kept under watch by the government in certain aspects when it comes to spreading information about pandemics like covid19. If regulated properly we can avoid mass panic and anarchy and will be able to survive this pandemic as one.

scholarly journals Moroccan Social Media Platforms and COVID-19 Misinformation

2021 ◽  
Vol 2 (4) ◽  
pp. 123-134
Author(s):  
Hanane Aboulghazi
Keyword(s):  
Social Media ◽  
Exploratory Research ◽  
Fake News ◽  
Structured Interviews ◽  
Health Crisis ◽  
Main Research ◽  
Mainstream Media ◽  
Social Media Platforms ◽  
The Government ◽  
Crisis Situations

COVID-19 pandemic has been accompanied by a massive ‘infodemic’ and an over-abundance of disinformation that makes it hard for people to find trustworthy sources and reliable guidance when they need it. Young Moroccan internet users resort to social media for their news, and easily fall prey to the misinformation and fake news they encounter online. When it concerns public health, disinformation can turn into a lethal weapon. This is further exacerbated at the time of COVID-19 pandemic. To tackle this, the present research paper answers the research questions using a qualitative method, particularly semi-structured interviews preferable  in exploratory  research where the purpose is to gain an understanding of spreading online misinformation in the age of COVID-19. Semi-structured Interviews are conducted via “Google Meet” and “Zoom” using video-conferencing among 12 young Moroccan social media activists and professionals. The main research findings have shown that young Moroccan social media users have been consuming fake news about the Coronavirus, which has been especially prevalent on the most popular platforms, Facebook, Whats App and YouTube. Other results have shown that the mainstream media failed to debunk misinformation by subjecting them to rigorous fact checking experiments, lack of Media Information Literacy research in the form of crisis audits and crisis planning, Moroccan social media are ill prepared for crisis manual and conducting crisis training. These ensure that media regulators are not better equipped to handle any  misinformation in health crisis situations. Therefore, media literacy is not only about how to use the computer and do an internet search, it also involves helping young Moroccan people to deal with disinformation in crisis situations, and realize that anyone anywhere can put up a very official-looking websites. These websites masquerade as high-credibility sources that have been spreading misinformation about COVID-19. Therefore, the government needs.

scholarly journals Automatic Identification and Filtration of COVID-19 Misinformation

2021 ◽  
Vol 14 (4) ◽  
pp. 57
Author(s):  
Paras Gulati ◽  
Abiodun Adeyinka. O. ◽  
Saritha Ramkumar
Keyword(s):  
Social Media ◽  
Language Processing ◽  
Automatic Identification ◽  
Fake News ◽  
Global Pandemic ◽  
Rapid Spread ◽  
Social Media Platforms ◽  
Data Explosion ◽  
Real Time Identification ◽  
The Right

The rapid spread of online fake news through some media platforms has increased over the last decade. Misinformation and disinformation of any kind is extensively propagated through social media platforms, some of the popular ones are Facebook and Twitter. With the present global pandemic ravaging the world and killing hundreds of thousands, getting fake news from these social media platforms can exacerbate the situation. Unfortunately, there has been a lot of misinformation and disinformation on COVID-19 virus implications of which has been disastrous for various people, countries, and economies. The right information is crucial in the fight against this pandemic and, in this age of data explosion, where TBs of data is generated every minute, near real time identification and tagging of misinformation is quintessential to minimize its consequences. In this paper, the authors use Natural Language Processing (NLP) based two-step approach to classify a tweet to be a potentially misinforming one or not. Firstly, COVID -19 tagged tweets were filtered based on the presence of keywords formulated from the list of common misinformation spread around the virus. Secondly, a deep neural network (RNN) trained on openly available real and fake news dataset was used to predict if the keyword filtered tweets were factual or misinformed.

scholarly journals The Response of Governments and Public Health Agencies to COVID-19 Pandemics on Social Media: A Multi-Country Analysis of Twitter Discourse

2021 ◽  
Vol 9 ◽  
Author(s):  
Lan Li ◽  
Aisha Aldosery ◽  
Fedor Vitiugin ◽  
Naomi Nathan ◽  
David Novillo-Ortiz ◽  
...  
Keyword(s):  
Public Health ◽  
Social Media ◽  
Health Agency ◽  
Economic Consequences ◽  
Public Health Agencies ◽  
Health Authorities ◽  
Public Health Authorities ◽  
Social Media Platforms ◽  
The Difference ◽  
The Uk

During the COVID-19 pandemic, information is being rapidly shared by public health experts and researchers through social media platforms. Whilst government policies were disseminated and discussed, fake news and misinformation simultaneously created a corresponding wave of “infodemics.” This study analyzed the discourse on Twitter in several languages, investigating the reactions to government and public health agency social media accounts that share policy decisions and official messages. The study collected messages from 21 official Twitter accounts of governments and public health authorities in the UK, US, Mexico, Canada, Brazil, Spain, and Nigeria, from 15 March to 29 May 2020. Over 2 million tweets in various languages were analyzed using a mixed-methods approach to understand the messages both quantitatively and qualitatively. Using automatic, text-based clustering, five topics were identified for each account and then categorized into 10 emerging themes. Identified themes include political, socio-economic, and population-protection issues, encompassing global, national, and individual levels. A comparison was performed amongst the seven countries analyzed and the United Kingdom (Scotland, Northern Ireland, and England) to find similarities and differences between countries and government agencies. Despite the difference in language, country of origin, epidemiological contexts within the countries, significant similarities emerged. Our results suggest that other than general announcement and reportage messages, the most-discussed topic is evidence-based leadership and policymaking, followed by how to manage socio-economic consequences.

scholarly journals STUDY OF THE DISTRIBUTION OF FAKE NEWS (HOAX) THROUGH SOCIAL MEDIA RELATED TO THE COVID-19 VACCINE AND PREVENTION EFFORTS TO SUPPORT MASS EXECUTION VACCINE IN INDONESIA

2021 ◽  
Vol 6 (24) ◽  
pp. 18-29
Author(s):  
Gideon Satria Putra Sugiyanto ◽  
Annisa Sabrina Nur Arrasy ◽  
Sweeta Melanie
Keyword(s):  
Social Media ◽  
Fake News ◽  
Group Discussions ◽  
The Public ◽  
Counter Narrative ◽  
Social Media Platforms ◽  
The Government ◽  
Negative Impacts ◽  
Media Channels ◽  
Depth Interviews

The COVID-19 pandemic has been going on in Indonesia for more than a year since the beginning of 2020. This pandemic has certainly had many negative impacts, both macro, and micro. The Indonesian government has made a lot of efforts to tackle this pandemic both operationally and in socialization to reduce the further spread of vaccine efforts throughout Indonesia. But unfortunately, there is the challenge of spreading fake news related to the COVID-19 vaccine that is troubling the public. The spread of fake news happened quite quickly with digital communication using social media. Research using qualitative methods examines the condition of socialization communication related to the COVID-19 vaccine, fake news, and efforts to overcome it through in-depth interviews and focus group discussions. The results of the study show that there has been a lot of communication and socialization carried out by the government regarding the COVID-19 vaccine but it has not been structured in one source and there is still minimal anticipation of fake news. As a result, a lot of fake news has spread widely in the community regarding COVID-19, starting from issues related to health and beyond health or safety. Efforts that can be made to minimize the spread of fake news and its dangers include collaboration with various stakeholders, mass and periodic socialization and education on various social media channels, strict penalties for spreading fake news, providing social media platforms or channels to file complaints, create educational content and creative counter-narrative.

scholarly journals Indoor Environmental Quality in Dwellings and Lifestyle Behaviors during the COVID-19 Pandemic: Russian Perspective

2021 ◽  
Vol 18 (11) ◽  
pp. 5975
Author(s):  
Vladimir Reshetnikov ◽  
Oleg Mitrokhin ◽  
Elena Belova ◽  
Victor Mikhailovsky ◽  
Maria Mikerova ◽  
...  
Keyword(s):  
Public Health ◽  
Medical Students ◽  
Environmental Quality ◽  
Indoor Environmental Quality ◽  
Lifestyle Behaviors ◽  
Contagious Diseases ◽  
Health Authorities ◽  
Public Health Authorities ◽  
Isolation Index ◽  
Novel Coronavirus

The novel coronavirus (COVID-19) outbreak is a public health emergency of international concern, and as a response, public health authorities started enforcing preventive measures like self-isolation and social distancing. The enforcement of isolation has consequences that may affect the lifestyle-related behavior of the general population. Quarantine encompasses a range of strategies that can be used to detain, isolate, or conditionally release individuals or populations infected or exposed to contagious diseases and should be tailored to circumstances. Interestingly, medical students may represent an example of how the COVID-19 pandemic can form new habits and change lifestyle behaviors. We conducted a web-based survey to assess changes in lifestyle-related behavior of self-isolated medical students during the COVID-19 pandemic. Then we analyzed the sanitary-hygienic regulations of the Russian Federation to determine the requirements for healthy buildings. Results showed that during the pandemic, the enforcement of isolation affects medical students’ lifestyle-related behavior and accompanies an increase in non-communicable diseases (NCDs). Indoor environmental quality (IEQ) and healthy buildings are cutting-edge factors in preventing COVID-19 and NCDs. The Russian sanitary-hygienic regulations support improving this factor with suitable requirements for ventilation, sewage, waste management, and disinfection. Herein, assessing isolation is possible through the hygienic self-isolation index.

scholarly journals Intelligent Detection of False Information in Arabic Tweets Utilizing Hybrid Harris Hawks Based Feature Selection and Machine Learning Models

Symmetry ◽  
2021 ◽  
Vol 13 (4) ◽  
pp. 556
Author(s):  
Thaer Thaher ◽  
Mahmoud Saheb ◽  
Hamza Turabieh ◽  
Hamouda Chantar
Keyword(s):  
Machine Learning ◽  
Social Media ◽  
Feature Selection ◽  
Language Processing ◽  
User Profile ◽  
Vital Role ◽  
Classification Model ◽  
Fake News ◽  
False Information ◽  
Social Media Platforms

Fake or false information on social media platforms is a significant challenge that leads to deliberately misleading users due to the inclusion of rumors, propaganda, or deceptive information about a person, organization, or service. Twitter is one of the most widely used social media platforms, especially in the Arab region, where the number of users is steadily increasing, accompanied by an increase in the rate of fake news. This drew the attention of researchers to provide a safe online environment free of misleading information. This paper aims to propose a smart classification model for the early detection of fake news in Arabic tweets utilizing Natural Language Processing (NLP) techniques, Machine Learning (ML) models, and Harris Hawks Optimizer (HHO) as a wrapper-based feature selection approach. Arabic Twitter corpus composed of 1862 previously annotated tweets was utilized by this research to assess the efficiency of the proposed model. The Bag of Words (BoW) model is utilized using different term-weighting schemes for feature extraction. Eight well-known learning algorithms are investigated with varying combinations of features, including user-profile, content-based, and words-features. Reported results showed that the Logistic Regression (LR) with Term Frequency-Inverse Document Frequency (TF-IDF) model scores the best rank. Moreover, feature selection based on the binary HHO algorithm plays a vital role in reducing dimensionality, thereby enhancing the learning model’s performance for fake news detection. Interestingly, the proposed BHHO-LR model can yield a better enhancement of 5% compared with previous works on the same dataset.

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