“…To deal with these challenges, in this research work, we propose a highly accurate approach for SA of fake news on COVID-19. The fake news dataset contains fake news on COVID-19; we started by data preprocessing (replace the missing value, noise removal, tokenization, and stemming). …”
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“…The first prong uses Latent Direchlet Allocation (LDA) to identify topics and key themes that emerge in COVID-19 fake and real news. The second prong compares and contrasts different emotions in fake and real news. …”
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“…Mandarin speakers can employ duration contrast to distinguish fake geminates and corresponding singletons; furthermore, the processing of fake concatenated geminates in contrast to singletons is similar to that of real geminates and corresponding singletons.…”
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“…Our findings show a significant relationship between the training protocol and the ability of social media users to detect fake news, suggesting that the protocol can play a positive role in training social media users to recognize fake news. …”
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“…Older adults are especially susceptible to fake news online, possibly because they are less digitally literate compared to younger individuals. …”
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“…The proceedings attracted widespread media coverage in what soon became a debate on the legitimacy of emergency legislation and the notion of ‘fake news’ itself. After a brief survey of the legislative background to Ireland’s Covid response, the argumentative strategy is analysed through which the High Court eventually dismissed Mr Waters and Ms O’Doherty’s challenge. …”
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“…Then, the applicability of such modelling is illustrated on the example of a fusion-based media forensic investigation pipeline aimed at the detection of DeepFake videos using five exemplary detectors (hand-crafted, in one case neural network supported) and testing two different fusion operators. …”
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“…Combating hate speech and fake news are the most pressing societal issues. …”
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“…Fake news detection in the Urdu language spoken by more than 230 million people has not been investigated very well. …”
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“…Online social media enables low cost, easy access, rapid propagation, and easy communication of information, including spreading low-quality fake news. Fake news has become a huge threat to every sector in society, and resulting in decrements in the trust quotient for media and leading the audience into bewilderment. …”
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“…Fake news detection continues to be a major problem that affects our society today. …”
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“…Recently, fake news has been widely spread through the Internet due to the increased use of social media for communication. …”
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“…Studies show that COVID-19 has increased the effects of misinformation and fake news that proliferated during the continued crisis and related turbulent environment. …”
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“…The market for fake documents on the internet is a topic that has not yet been explored in depth, despite its importance in facilitating many crimes. …”
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“…Accurate and timely detection of fake news prevents the propagation of fake news. …”
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“…Fake news has become an industry on its own, where users paid to write fake news and create clickbait content to allure the audience. …”
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