Ai S Role In Combatting Disinformation Pdf Artificial Intelligence

Bonisiwe Shabane

-Dec 4, 2025, 9:19 PM

ai s role in combatting disinformation pdf artificial intelligence

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 Edited by: Ludmilla Huntsman, Cognitive Security Alliance, United States Reviewed by: J. D.

Opdyke, DataMineit, LLC, United States Hugh Lawson-Tancred, Birkbeck University of London, United Kingdom *Correspondence: Alexander Romanishyn, a.romanishyn@ise-group.org Received 2025 Jan 31; Accepted 2025 Jun 30; Collection date 2025. López-Borrull, A.; Lopezosa, C. Mapping the Impact of Generative AI on Disinformation: Insights from a Scoping Review.

Publications 2025, 13, 33. https://doi.org/10.3390/publications13030033 López-Borrull A, Lopezosa C. Mapping the Impact of Generative AI on Disinformation: Insights from a Scoping Review. Publications. 2025; 13(3):33.

https://doi.org/10.3390/publications13030033 López-Borrull, Alexandre, and Carlos Lopezosa. 2025. "Mapping the Impact of Generative AI on Disinformation: Insights from a Scoping Review" Publications 13, no. 3: 33. https://doi.org/10.3390/publications13030033

López-Borrull, A., & Lopezosa, C. (2025). Mapping the Impact of Generative AI on Disinformation: Insights from a Scoping Review. Publications, 13(3), 33. https://doi.org/10.3390/publications13030033 Published online by Cambridge University Press: 25 November 2021

Artificial intelligence (AI) systems are playing an overarching role in the disinformation phenomenon our world is currently facing. Such systems boost the problem not only by increasing opportunities to create realistic AI-generated fake content, but also, and essentially, by facilitating the dissemination of disinformation to a targeted audience and at scale by... This situation entails multiple ethical and human rights concerns, in particular regarding human dignity, autonomy, democracy, and peace. In reaction, other AI systems are developed to detect and moderate disinformation online. Such systems do not escape from ethical and human rights concerns either, especially regarding freedom of expression and information. Having originally started with ascending co-regulation, the European Union (EU) is now heading toward descending co-regulation of the phenomenon.

In particular, the Digital Services Act proposal provides for transparency obligations and external audit for very large online platforms’ recommender systems and content moderation. While with this proposal, the Commission focusses on the regulation of content considered as problematic, the EU Parliament and the EU Council call for enhancing access to trustworthy content. In light of our study, we stress that the disinformation problem is mainly caused by the business model of the web that is based on advertising revenues, and that adapting this model would reduce... We also observe that while AI systems are inappropriate to moderate disinformation content online, and even to detect such content, they may be more appropriate to counter the manipulation of the digital ecosystem. This study aims at identifying the right approach to tackle the disinformation problem online with due consideration for ethical values, fundamental rights and freedoms, and democracy. While moderating content as such and using AI systems to that end may be particularly problematic regarding freedom of expression and information, we recommend countering the malicious use of technologies online to manipulate individuals.

As considering the main cause of the effective manipulation of individuals online is paramount, the business model of the web should be on the radar screen of public regulation more than content moderation. Furthermore, we do support a vibrant, independent, and pluralistic media landscape with investigative journalists following ethical rules. Manipulation of truth is a recurring phenomenon throughout history.Footnote 1 Damnatio memoriae, namely the attempted erasure of people from history, is an example of purposive distortion of reality that was already practiced in Ancient... Nevertheless, owing to the rapid advances in information and communication technologies (ICT) as well as their increasing pervasiveness, disingenuous information can now be produced easily and in a realistic format, and its dissemination to... The consequences are serious with far-reaching implications. For instance, the media ecosystem has been leveraged to influence citizens’ opinion and voting decisions related to the 2016 US presidential electionFootnote 2 and the 2016 UK referendum on leaving the European Union (EU)...

In Myanmar, Facebook has been a useful instrument for those seeking to spread hate against Rohingya Muslims (Human Rights Council, 2018, para 74).Footnote 3 In India, rumors on WhatsApp resulted in several murders (Dixit... In France, a virulent online campaign on social media against a professor ended up with him being murdered (Bindner and Gluck, Reference Bindner and Gluck2020). Conspiracy theories are currently prospering.Footnote 4 And presently in the context of the Covid-19, we are facing what has been called an infodemic Footnote 5 by the World Health Organization (WHO), with multiple adverse... As commonly understood, disinformation is false, inaccurate or misleading information that is shared with the intent to deceive the recipient,Footnote 6 as opposed to misinformation that refers to false, inaccurate, or misleading information that... Whereas new digital technology and social media have amplified the creation and spread of both mis- and disinformation, only disinformation has been considered by the EU institutions as a threat that must be tackled... The disinformation problem is particular in the sense that, firstly, the shared information is intentionally deceptive to manipulate people and, secondly, for achieving his or her goal, its author takes benefit from the modern...

For these reasons, our analysis stays on the beaten path, hence the title of this article referring solely to the disinformation problem. It is also worth specifying that unlike “fake news,” a term that has been used by politicians and their supporters to dismiss coverage that they find disagreeable, the disinformation problem encompasses various fabricated information...

Ai S Role In Combatting Disinformation Pdf Artificial Intelligence

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Publications 2025, 13, 33. Https://doi.org/10.3390/publications13030033 López-Borrull A, Lopezosa C. Mapping