International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395-0056
Volume: 10 Issue: 08 | Aug 2023
p-ISSN: 2395-0072
www.irjet.net
Mitigating Social Media Misinformation: An Analysis of Hoax Hunter's Efficacy in Detecting and Debunking False Information Savio Rodricks1, Renvil Dsa2, Rishabh Gupta3 Fr. Conceicao Rodrigues College of Engineering Bandra (West) ----------------------------------------------------------------------***--------------------------------------------------------------------Abstract - This research paper introduces Hoax Hunter, an innovative application designed to address this critical issue. Leveraging advanced analytical techniques, Hoax Hunter offers users a comprehensive solution to uncover the truth behind the articles they encounter . In the current digital era, discerning reliable information from misinformation has become an increasingly challenging task. The proliferation of false narratives and misleading content on the internet necessitates the development of effective tools to empower users in making informed decisions. Through its multifaceted capabilities, Hoax Hunter analyzes articles, detecting misleading and propagandistic information, identifying coordinated bot activity, assessing the sentiment of mentioned entities, analyzing Social Media Activity related to the same information, and evaluating the authenticity of article sources. This application proves invaluable for journalists, researchers, and individuals concerned about the reliability of the information they consume. Journalists can ensure the accuracy of their sources and maintain the integrity of their reporting. Researchers can confidently identify trustworthy information for their studies. Additionally, concerned individuals can navigate the online landscape with greater confidence, making well-informed choices based on factual and credible information. Hoax Hunter acts as a safeguard against the spread of false narratives, fostering a more informed society. This research paper explores the development, features, and potential impact of Hoax Hunter, highlighting its role in combating misinformation and promoting information reliability in the digital age.
structures like Facebook, Twitter, and YouTube have created an environment where misinformation can effortlessly overshadow factual content. The penalties of this phenomenon can be dire, ranging from public fitness crises fueled by using misinformation about vaccines or COVID-19 treatments, to the erosion of democratic techniques via the dissemination of politically biased or manipulated information. Furthermore, the trouble of social media misinformation is solely worsening over time. Advances in science and the growing accessibility of social media systems have amplified the attainment and have an impact on false information. The upward shove of deepfake technology, bots, and coordinated disinformation campaigns has in addition exacerbated the problem, making it an increasing number of difficult for customers to figure dependable statistics from falsehoods. To tackle the severity and worsening nature of social media misinformation, revolutionary equipment and options have emerged. One such answer is Hoax Hunter, a complete software designed to become aware of and fight misinformation on social media platforms. By leveraging superior algorithms and information evaluation techniques, Hoax Hunter aims to supply users with the integral equipment to discover and confirm the credibility of the data they encounter.
Literature Review The paper’s goal is to discover how men and women in Oman identify and reply to misinformation on social media platforms, with a precise center of attention on the COVID-19 outbreak. By investigating people's conduct and perceptions, they seek to decorate authorities' response to misinformation and strengthen positive techniques for mitigating its hazardous effects.
1. INTRODUCTION In the modern day digital age, the proliferation of misinformation on social media has come to be an urgent problem with severe implications. The speedy unfolding of false or deceptive records has the ability to deceive and deceive hundreds of thousands of users, impacting their beliefs, decisions, and behaviors. The severity of social media misinformation has reached alarming levels, mainly due to a growing want for fantastic options that can fight this trouble and empower customers to make knowledgeable decisions.
The methodology employed a quantitative approach, using WhatsApp as a social networking platform to disseminate a survey amongst Omani citizens. This large-scale learning captured participants' perceptions and conduct associated with misinformation throughout unique segments of the population.
Studies and lookups have constantly highlighted the unsafe results of social media misinformation. The sheer quantity and velocity at which false data spreads on
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The findings of the study point out that Omani members exhibited excessive verification skills, reflecting their
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