Технології розпізнавання дезінформації в соціальних мережах

dc.citation.epage147
dc.citation.journalTitleІнформація, комунікація, суспільство 2025: ICS-2025 : матеріали XIV Міжнародної наукової конференції
dc.citation.spage146
dc.contributor.affiliationХарківська державна академія культури
dc.contributor.authorШелестова, Анна
dc.coverage.placenameЛьвів
dc.coverage.placenameLviv
dc.coverage.temporal22-24 травня 2025 року, Львів
dc.date.accessioned2025-06-05T08:09:08Z
dc.date.created2025-05-22
dc.date.issued2025-05-22
dc.description.abstractThis paper explores the evolution of technologies for detecting disinformation on social media platforms. As digital misinformation threatens public discourse and democratic processes, advanced technological solutions have become essential. The field has progressed from traditional media monitoring to sophisticated systems employing artificial intelligence, machine learning, neural networks, and automated fact-checking tools that can analyze vast datasets to identify misleading content in real-time. Despite these advancements, significant challenges persist regarding ethical implications, potential freedom of expression infringements, and algorithmic bias. The paper emphasizes that effective disinformation management requires collaboration between technology developers, policymakers, and academic institutions to create balanced approaches that combat misinformation while preserving civil liberties.
dc.format.extent146-147
dc.format.pages2
dc.identifier.citationШелестова А. Технології розпізнавання дезінформації в соціальних мережах / Анна Шелестова // Інформація, комунікація, суспільство 2025: ICS-2025 : матеріали XIV Міжнародної наукової конференції, 22-24 травня 2025 року, Львів. — Львів : Видавництво Львівської політехніки, 2025. — С. 146–147. — (Інформаційні та комунікаційні технології в соціальних середовищах інтернету).
dc.identifier.citationenShelestova A. Tekhnolohii rozpiznavannia dezinformatsii v sotsialnykh merezhakh / Anna Shelestova // Informatsiia, komunikatsiia, suspilstvo 2025: ICS-2025 : materialy XIV Mizhnarodnoi naukovoi konferentsii, 22-24 travnia 2025 roku, Lviv. — Lviv : Lviv Politechnic Publishing House, 2025. — P. 146–147. — (Informatsiini ta komunikatsiini tekhnolohii v sotsialnykh seredovyshchakh internetu).
dc.identifier.isbn978-966-994-052-0
dc.identifier.urihttps://ena.lpnu.ua/handle/ntb/65898
dc.language.isouk
dc.publisherВидавництво Львівської політехніки
dc.publisherLviv Politechnic Publishing House
dc.relation.ispartofІнформація, комунікація, суспільство 2025: ICS-2025 : матеріали XIV Міжнародної наукової конференції, 2025
dc.relation.references[1] Kyza, E.A., Varda, C., Panos, D., Karageorgiou, M., Komendantova, N., Perfumi, S.C., Shah, S.I.H., & Hosseini, A.S. (2020). Combating misinformation online: re-imagining social media for policy-making. Internet Policy Review, 9(4). https://doi.org/10.14763/2020.4.1514
dc.relation.references[2] Christine Clark. (2024, September 17). How AI can help stop the spread of misinformation. UC San Diego. https://today.ucsd.edu/story/how-ai-can-help-stop-the-spread-of-misinformation
dc.relation.references[3] Noah Pflueger-Peters. (2022, May 20) An algorithm to detect fake news. UC Davis College of Engineering. https://engineering.ucdavis.edu/news/algorithm-detect-fake-news
dc.relation.references[4] Chandrasekaran R., Sadiq T. M., Moustakas E. (2024) Racial and demographic disparities in dusceptibility to health misinformation on social media: national survey-based analysis. J Med Internet Res, 26. doi: 10.2196/55086
dc.relation.references[5] Jia, C. & Lee, T. (2024). Journalistic interventions matter: understanding how Americans perceive fact checking labels. Harvard Kennedy https://doi.org/10.37016/mr-2020-138 School (HKS) Misinformation Review, 5(2).
dc.relation.references[6] David Adam. (2025, January 15). Does fact-checking work? Here’s what the science says. Scientific American. https://www.scientificamerican.com/article/does-fact-checking-work-on-social-media/
dc.relation.references[7] States United Domocracy Center. (2025). Social Media Policies: mis/disinformation, threats, and harassment (2025). https://statesunited.org/resources/social-media-policies/
dc.relation.references[8] Mauro Fragale & Valentina Grilli (2024). Deepfake, deep trouble: the European AI act and the fight against AI Generated Misinformation. Columbia Journal of European Law. https://cjel.law.columbia.edu/preliminaryreference/2024/deepfake-deep-trouble-the-european-ai-act-and-the-fight-against-ai-generated-misinformation/?cnreloaded=1
dc.relation.references[9] Pilati F., Venturini T. (2025) The use of artificial intelligence in counter-disinformation: a world wide (web) mapping. Front. Polit. Sci. 7:1517726. doi: 10.3389/fpos.2025.1517726
dc.relation.references[10] Kristina Hook & Ernesto Verdeja (2022). Social media misinformation and the prevention of political instability and mass atrocities. Human Rights & IHL. https://www.stimson.org/2022/social-mediamisinformation-and-the-prevention-of-political-instability-and-mass-atrocities/
dc.relation.references[11] Katerina Sedova, Christine McNeill, Aurora Johnson, Aditi Joshi, & Ido Wulkan. (2021). AI and the Future of Disinformation Campaigns. Center for Security and Emerging Technology. https://doi.org/10.51593/2021CA011
dc.relation.references[12] American’s Cyber Defense Agency. (2022). Tactics https://www.cisa.gov/sites/default/files/publications/tactics-of-disinformation_508.pdf of Disinformation
dc.relation.references[13] Lan, D. H., & Tung, T. M. (2024). Exploring fake news awareness and trust in the age of social media among university student TikTok users. Cogent Social Sciences, 10(1). https://doi.org/10.1080/23311886.2024.2302216
dc.relation.references[14] Amanda Hetler. (2025). 11 ways to spot disinformation on social media. TechTarget. https://www.techtarget.com/whatis/feature/10-ways-to-spot-disinformation-on-social-media
dc.relation.referencesen[1] Kyza, E.A., Varda, C., Panos, D., Karageorgiou, M., Komendantova, N., Perfumi, S.C., Shah, S.I.H., & Hosseini, A.S. (2020). Combating misinformation online: re-imagining social media for policy-making. Internet Policy Review, 9(4). https://doi.org/10.14763/2020.4.1514
dc.relation.referencesen[2] Christine Clark. (2024, September 17). How AI can help stop the spread of misinformation. UC San Diego. https://today.ucsd.edu/story/how-ai-can-help-stop-the-spread-of-misinformation
dc.relation.referencesen[3] Noah Pflueger-Peters. (2022, May 20) An algorithm to detect fake news. UC Davis College of Engineering. https://engineering.ucdavis.edu/news/algorithm-detect-fake-news
dc.relation.referencesen[4] Chandrasekaran R., Sadiq T. M., Moustakas E. (2024) Racial and demographic disparities in dusceptibility to health misinformation on social media: national survey-based analysis. J Med Internet Res, 26. doi: 10.2196/55086
dc.relation.referencesen[5] Jia, C. & Lee, T. (2024). Journalistic interventions matter: understanding how Americans perceive fact checking labels. Harvard Kennedy https://doi.org/10.37016/mr-2020-138 School (HKS) Misinformation Review, 5(2).
dc.relation.referencesen[6] David Adam. (2025, January 15). Does fact-checking work? Here’s what the science says. Scientific American. https://www.scientificamerican.com/article/does-fact-checking-work-on-social-media/
dc.relation.referencesen[7] States United Domocracy Center. (2025). Social Media Policies: mis/disinformation, threats, and harassment (2025). https://statesunited.org/resources/social-media-policies/
dc.relation.referencesen[8] Mauro Fragale & Valentina Grilli (2024). Deepfake, deep trouble: the European AI act and the fight against AI Generated Misinformation. Columbia Journal of European Law. https://cjel.law.columbia.edu/preliminaryreference/2024/deepfake-deep-trouble-the-european-ai-act-and-the-fight-against-ai-generated-misinformation/?cnreloaded=1
dc.relation.referencesen[9] Pilati F., Venturini T. (2025) The use of artificial intelligence in counter-disinformation: a world wide (web) mapping. Front. Polit. Sci. 7:1517726. doi: 10.3389/fpos.2025.1517726
dc.relation.referencesen[10] Kristina Hook & Ernesto Verdeja (2022). Social media misinformation and the prevention of political instability and mass atrocities. Human Rights & IHL. https://www.stimson.org/2022/social-mediamisinformation-and-the-prevention-of-political-instability-and-mass-atrocities/
dc.relation.referencesen[11] Katerina Sedova, Christine McNeill, Aurora Johnson, Aditi Joshi, & Ido Wulkan. (2021). AI and the Future of Disinformation Campaigns. Center for Security and Emerging Technology. https://doi.org/10.51593/2021CA011
dc.relation.referencesen[12] American’s Cyber Defense Agency. (2022). Tactics https://www.cisa.gov/sites/default/files/publications/tactics-of-disinformation_508.pdf of Disinformation
dc.relation.referencesen[13] Lan, D. H., & Tung, T. M. (2024). Exploring fake news awareness and trust in the age of social media among university student TikTok users. Cogent Social Sciences, 10(1). https://doi.org/10.1080/23311886.2024.2302216
dc.relation.referencesen[14] Amanda Hetler. (2025). 11 ways to spot disinformation on social media. TechTarget. https://www.techtarget.com/whatis/feature/10-ways-to-spot-disinformation-on-social-media
dc.relation.urihttps://doi.org/10.14763/2020.4.1514
dc.relation.urihttps://today.ucsd.edu/story/how-ai-can-help-stop-the-spread-of-misinformation
dc.relation.urihttps://engineering.ucdavis.edu/news/algorithm-detect-fake-news
dc.relation.urihttps://doi.org/10.37016/mr-2020-138
dc.relation.urihttps://www.scientificamerican.com/article/does-fact-checking-work-on-social-media/
dc.relation.urihttps://statesunited.org/resources/social-media-policies/
dc.relation.urihttps://cjel.law.columbia.edu/preliminaryreference/2024/deepfake-deep-trouble-the-european-ai-act-and-the-fight-against-ai-generated-misinformation/?cnreloaded=1
dc.relation.urihttps://www.stimson.org/2022/social-mediamisinformation-and-the-prevention-of-political-instability-and-mass-atrocities/
dc.relation.urihttps://doi.org/10.51593/2021CA011
dc.relation.urihttps://www.cisa.gov/sites/default/files/publications/tactics-of-disinformation_508.pdf
dc.relation.urihttps://doi.org/10.1080/23311886.2024.2302216
dc.relation.urihttps://www.techtarget.com/whatis/feature/10-ways-to-spot-disinformation-on-social-media
dc.rights.holder© Національний університет “Львівська політехніка”, 2025
dc.subjectдезінформація
dc.subjectсоціальні медіа
dc.subjectштучний інтелект
dc.subjectперевірка фактів
dc.subjectрегулювання
dc.titleТехнології розпізнавання дезінформації в соціальних мережах
dc.typeConference Abstract

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