Abstract:
The described research is dedicated to the development of an automatic fake news detection system. Fake news, also known as disinformation or misinformation, poses a significant threat to society. Fake news can erode trust in traditional media outlets, leading people to question credible sources, they can also undermine trust in government institutions and democratic processes. Emotionally written fake news can exacerbate social divisions by spreading false or misleading information to reinforce existing prejudices. Disinformation can damage the reputation of individuals, organizations, and even entire countries; they can influence elections by spreading false or misleading information about candidates or policies disrupting democratic processes by sowing confusion and distrust.