From Clickbait to Credibility: an Analytical Framework for Enhancing Fact-checking Mechanisms in the Era of Digital Misinformation

Anindita Dey

doi:10.36948/ijfmr.2024.v06i05.27195

From Clickbait to Credibility: an Analytical Framework for Enhancing Fact-checking Mechanisms in the Era of Digital Misinformation

Author(s)	Anindita Dey
Country	India
Abstract	An Analytical Framework for Enhancing Fact-Checking Mechanisms in the “Era of Digital Misinformation” addresses the urgent issue of misinformation in the digital age, which undermines public trust and distorts democratic processes. The research highlights the complex nature of digital misinformation, including both deliberate disinformation and unintentional misinformation, and examines how social media algorithms exacerbate the spread of false content by prioritizing sensationalism over factual accuracy. Clickbait headlines, designed to attract attention and drive traffic, further contribute to the proliferation of misleading information, prioritizing engagement over content integrity. To combat these challenges, the study proposes a comprehensive framework for improving fact-checking processes. This framework integrates technological innovations such as artificial intelligence and machine learning to automate and enhance the detection of false information. It also emphasizes the importance of digital literacy and media education to empower individuals to critically assess information. Transparency and accountability in fact-checking organizations are stressed to build public trust, while collaboration between fact-checkers, social media platforms, and researchers is encouraged to standardize practices. Additionally, the study advocates for real-time fact-checking, especially during high-stakes situations like elections or public health crises, to curb the spread of misinformation. By addressing these areas, the proposed framework aims to enhance the resilience and effectiveness of fact-checking mechanisms, adapting to the evolving landscape of digital media. Through a combination of technological advancements, educational efforts, and collaborative approaches, the study seeks to foster a more credible and trustworthy information environment.
Keywords	Algorithms , Clickbait, Credibility , Digital Misinformation , Fact-Checking ,Transparency
Field	Sociology > Journalism / Media
Published In	Volume 6, Issue 5, September-October 2024
Published On	2024-09-06
Cite This	From Clickbait to Credibility: an Analytical Framework for Enhancing Fact-checking Mechanisms in the Era of Digital Misinformation - Anindita Dey - IJFMR Volume 6, Issue 5, September-October 2024. DOI 10.36948/ijfmr.2024.v06i05.27195
DOI	https://doi.org/10.36948/ijfmr.2024.v06i05.27195
Short DOI	https://doi.org/gwfgn5

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From Clickbait to Credibility: an Analytical Framework for Enhancing Fact-checking Mechanisms in the Era of Digital Misinformation

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