Pdf Ai In Disinformation Detection Researchgate
In the rapidly evolving digital age, the proliferation of disinformation and misinformation poses significant challenges to societal trust and information integrity. Recognizing the urgency of addressing this issue, this systematic review endeavors to explore the role of artificial intelligence (AI) in combating the spread of false information. This study aims to provide a comprehensive analysis of how AI technologies have been utilized from 2014 to 2024 to detect, analyze, and mitigate the impact of misinformation across various platforms. This research utilized an exhaustive search across prominent databases such as ProQuest, IEEE Explore, Web of Science, and Scopus. Articles published within the specified timeframe were meticulously screened, resulting in the identification of 8103 studies. Through elimination of duplicates and screening based on title, abstract, and full-text review, we meticulously distilled this vast pool to 76 studies that met the study’s eligibility criteria.
Key findings from the review emphasize the advancements and challenges in AI applications for combating misinformation. These findings highlight AI’s capacity to enhance information verification through sophisticated algorithms and natural language processing. They further emphasize the integration of human oversight and continual algorithm refinement emerges as pivotal in augmenting AI’s effectiveness in discerning and countering misinformation. By fostering collaboration across sectors and leveraging the insights gleaned from this study, researchers can propel the development of ethical and effective AI solutions. This is a preview of subscription content, log in via an institution to check access. Price excludes VAT (USA) Tax calculation will be finalised during checkout.
The data presented in this study are available on request from the corresponding author. Baptista JP, Gradim A (2022) A working definition of fake news. Encyclopedia 2(1):66
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In The Rapidly Evolving Digital Age, The Proliferation Of Disinformation
In the rapidly evolving digital age, the proliferation of disinformation and misinformation poses significant challenges to societal trust and information integrity. Recognizing the urgency of addressing this issue, this systematic review endeavors to explore the role of artificial intelligence (AI) in combating the spread of false information. This study aims to provide a comprehensive analysis o...
Key Findings From The Review Emphasize The Advancements And Challenges
Key findings from the review emphasize the advancements and challenges in AI applications for combating misinformation. These findings highlight AI’s capacity to enhance information verification through sophisticated algorithms and natural language processing. They further emphasize the integration of human oversight and continual algorithm refinement emerges as pivotal in augmenting AI’s effectiv...
The Data Presented In This Study Are Available On Request
The data presented in this study are available on request from the corresponding author. Baptista JP, Gradim A (2022) A working definition of fake news. Encyclopedia 2(1):66
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