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Titlebook: Data Science for Fake News; Surveys and Perspect Deepak P,Tanmoy Chakraborty,Santhosh Kumar G Book 2021 Springer Nature Switzerland AG 2021

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Hiroaki Nishikawa,Mani Rad,Philip Roes, a potential solution could involve a series of steps, including extracting statements from the news via text parsing, checking the validity of the extracted statements (i.e., fact checking), and classifying the news as fake if some statements have been confirmed to be false and performing further
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Computational Fluid Dynamics 2002looded with health-related information through various online platforms, many of which turn out to be inaccurate and misleading. This chapter provides an overview of various health fake news and related studies which have been reported in various news articles and scientific journals. Some of the st
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Lionel Mathelin,M. Yousuff Hussainiveloping novel and effective machine learning pipelines. The field has flourished with the rapid advances in deep learning methodologies and the availability of several labelled datasets to benchmark methods. While treating fake news detection as yet another data analytics problem, there has been li
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Computational Fluid Dynamics 2004both national and international level. These are long-standing concerns within political science, but the problem of “fake news” and its associated impact on the fundamental political questions about who governs and how have taken on new potency in the digital age. In this chapter, we begin by consi
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Computational Fluid Dynamics 2004 thread among many of these social behaviors is ., through falsehoods of many shades and grades that are quickly propagated to millions of people. In this chapter, we focus on disinformation propagation mainly in the garb of ., which contains deceptive, distorted, malicious, biased, polarizing, inac
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Siro Kitamura,Yoshinori Inoue,Takehisa Iwaision in smartphone ownership and Internet access have created a “fake news” crisis in India which threatens both its democratic values and the security of its citizens. One of the unique features of India’s digital landscape is the prevalence of closed networks – ideologically homogeneous groups of
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Daniele Marobin,Gabriella Puppons, sometimes based on what they read from various platforms and sometimes based on what they are asked to believe in by political ideologies, fake news has become a phenomenon that requires serious academic investigation as it has dangerous consequences in society. This chapter attempts to argue fo
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