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“…Based on these problems, this research conducted several experiments related to sentiment analysis using a machine learning approach and fake account categories to see the influence of fake accounts on sentiment analysis. …”
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“…Therefore, a model for detecting fake news from the news pool is essential. In this work, the dataset which is a fusion of news related to COVID-19 that has been sourced from data from several social media and news sources is used for classification. …”
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“…Even though the distribution of false news in national disaster situations has been reported for a long time, little attention has been given to the quantitative research of the fake news problem from the audience’s perspective. …”
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“…Abstract Faking detection is an ongoing challenge in psychological assessment. …”
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“…SIMPLE SUMMARY: In recent years, fake scientific news has spread much faster through the Internet and social media within the so-called “infodemic”. …”
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“…So, designing and using efficient automated methods to detect fake news on social media has become a significant challenge. …”
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“…People worldwide suffer from fake news in many life aspects, healthcare, transportation, education, economics, and many others. …”
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“…This article provides a large, labeled, and diverse Arabic Fake News Dataset (AFND) that is collected from public Arabic news websites. …”
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“…Many studies have been conducted to help detect fake news in English, but research conducted on fake news detection in the Arabic language is scarce. …”
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“…The spread of Fake News during this global pandemic COVID-19 has dangerous consequences on economy and health of public. …”
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“…Why do we share fake news? Despite a growing body of freely-available knowledge and information fake news has managed to spread more widely and deeply than before. …”
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“…In this paper, we present a fake video detector based on combining audio and frames watermarking. …”
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“…‘crowdsourcing’ the creation of fake vaccine passes); and how the online community was used to share information on the risks of engaging in this illicit service, setting the appropriate contexts of using fake vaccine passes, and the evasion of guardians in offline settings. …”
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“…The increase in the utilization of online social networks (OSNs) as the primary source of information and the increase of online social platforms providing such news has increased the scope of spreading fake news. People spread fake news in multimedia formats like images, audio, and video. …”
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“…Fake news has led to a polarized society as evidenced by diametrically opposed perceptions of and reactions to global events such as the Coronavirus Disease 2019 (COVID-19) pandemic and presidential campaigns. …”
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“…However, given the growth of fake reviews, the corresponding growth in the quality of online reviews seems to be slow, at best. …”
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“…Due to the widespread use of social media, people are exposed to fake news and misinformation. Spreading fake news has adverse effects on both the general public and governments. …”
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