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Deception Detection in Online Media
P. 121–127.
Russian Federation and European Union are fighting against fake news together with other countries in various topics. The disinformation affected British referendum of existing EU, the US election and Catalonia’s referendum are broadly studied. A need for automated factchecking increases, European Commission’s Action Plan 8 is an evidence. In this work, we develop a model for detecting disinformation in Russian language in online media. We use reliable and unreliable sources to compare named entities and verbs extracted using DeepPavlov library. Our method shows four time greater recall compared to chosen baseline.
Fedorova E., Ledyaeva S., Stepanov V., International Review of Economics and Finance 2026
This study investigates the influence of low-quality information, specifically fake news, on short
term stock returns, contributing to the discourse on signal theory and behavioral economics.
Employing a machine learning approach, the authors developed a robust fake news dataset from
publicly available sources. Sentiment analysis was conducted using a FinBERT model fine-tuned
for stock market contexts, alongside extensive dataset ...
Added: September 12, 2026
Kazun A. D., Мониторинг общественного мнения: Экономические и социальные перемены 2026 № 2 С. 192–215
This article examines how Russians conceptualize the groups most vulnerable to fake news. Drawing on 119 semi-structured interviews conducted in spring 2024, I find clear evidence of the third-person effect: participants believe that disinformation primarily threatens “others” who differ from them on salient dimensions. Age is the most common basis for dividing society into “us” ...
Added: May 12, 2026
Kazun A. D., Журнал социологии и социальной антропологии 2026 Т. 29 № 1 С. 100–117
The term "fake news" has entered not only academic discourse but also everyday language. Researchers highlight a wide range of negative consequences associated with disinformation. However, it remains unknown whether the public problematizes this situation and whether news audiences are willing to justify fake news in certain contexts. This study's empirical base comprises 119 semi-structured ...
Added: April 10, 2026
Diskin E., Каз.: Издательство «Познание» Казанского инновационного университета, 2025.
Настоящая книга посвящена комплексному анализу понятий «информация», «дезинформация» и смежных терминов в правовом и междисциплинарном контекстах. Автор подчеркивает неоднозначность употребления термина, постепенное размывание его смысла. Исследование разделено на две равных части. Первая является семантикофилософским осмыслением понятия «информация». Далее автор изучает примеры употребления термина «информация» в законодательстве – сначала в российском, потом в законодательстве ЕС, США ...
Added: March 11, 2026
Diskin E., Вестник Пермского университета. Юридические науки 2025 № 3(69) С. 409–429
Introduction: Disinformation represents one of the most complex challenges for legal regulation. Legal systems worldwide respond differently to this challenge amid heightened geopolitical tensions. The phenomenon of disinformation is examined by scholars across various disciplines; however, from a legal perspective, the concept remains insufficiently studied. Abroad, the term "disinformation" has firmly established itself in legislation ...
Added: November 5, 2025
Morozova A., Monahhova E., Gorodnicheva Y. et al., , in: 2025 Seventh International Conference Neurotechnologies and Neurointerfaces (CNN).: IEEE, 2025. P. 78–82.
Added: October 8, 2025
Kazun A. D., ИНТЕРакция. ИНТЕРвью. ИНТЕРпретация 2025 Т. 17 № 3 С. 35–54
This article presents the findings of a study on Russian perceptions of the consequences of fake news. The empirical foundation consists of 119 semi-structured interviews conducted in 2024 with respondents of varying ages and news consumption engagement. Participants problematized the spread of fake news, highlighting a wide range of negative consequences that can be grouped ...
Added: September 30, 2025
Kazun A. D., Petrova D., Полития: Анализ. Хроника. Прогноз 2025 № 3 С. 108–126
The fake news raises concerns among both researchers and news consumers. This article, based on 119 interviews, examines public perceptions of measures to counter disinformation. Informants view fake news as a phenomenon posing a significant social threat. However, there is widespread skepticism about the possibility of completely eradicating fake news, which is attributed to the ...
Added: September 25, 2025
Kazun A. D., Полис. Политические исследования 2025 № 6 С. 73–85
This study examines folk theories of fake news within the context of a complex, heterogeneous, and rapidly changing media environment. This article is based on 119 semi-structured interviews exploring perceptions of fake news. Analysis reveals three prevalent folk theories concerning this phenomenon: (1) "Fake news is everywhere," reflecting a relativistic understanding of facts. Informants expressed ...
Added: September 16, 2025
F. M. Grozovskiy, I. V. Loginova, Automatic Documentation and Mathematical Linguistics 2025 Vol. 59 No. 4 P. 269–278
The paper proposes an approach to the automated extraction and structuring of information from
text, combining web scraping for data collection from online sources with a large language model for subsequent
data mining. As a case study, texts from news publications on technology readiness levels from the
CNews website were chosen to test the developed methodology in a ...
Added: August 25, 2025
Cham: Springer, 2025.
This edited volume explores the complex relationship between AI, media and international security, focusing on key criteria. First, identifying AI applications like automated content and deepfakes. Second, evaluating security risks, including AI-driven information and psychological warfare, while considering geopolitical factors in a shifting global landscape. Written by a collection of international experts across diverse disciplines ...
Added: July 27, 2025
Baimuratov I., Karpovich A., Lisanyuk E. et al., , in: JCDL '24: Proceedings of the 24th ACM/IEEE Joint Conference on Digital Libraries.: NY: Association for Computing Machinery (ACM), 2024. Ch. 6.
Peer review is a cornerstone of the academic editorial decisionmaking process, yet it faces significant challenges. Artificial intelligence can help address these challenges, but its use raises concerns about reliability and the potential for reproducing existing biases. In this research, we employ a formal argumentation-theoretic framework that allows for explicit analysis of arguments and their ...
Added: May 29, 2025
Chernyavskiy A., Ilvovsky D., Nakov P., , in: Advances in Information Retrieval: 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6–10, 2025, Proceedings, Part I.: Springer, 2025. P. 310–325.
Fact-checking is a crucial yet challenging task that continues to gain importance. In an effort to address this issue, the FEVER large-scale dataset was developed to facilitate evidence-based fact-checking using Wikipedia as a reference. Despite numerous proposed approaches and evaluations on this dataset, a comprehensive understanding of the errors made by these approaches is still ...
Added: April 17, 2025
Trnavac R., Вестник РГГУ. Серия «Литературоведение. Языкознание. Культурология» 2025 № 3 С. 210–226
The aim of this pilot study is to investigate persuasive methods in fake news, with a particular focus on their basic taxonomy and identification of the pragmatic mechanisms, such as conversational implicatures, which operate in examples with a persuasive character. A preliminary analysis of English-language social media and English-language blogs and news shows the use ...
Added: April 4, 2025
Morozova A., Monahhova E., Gorodnicheva Y. et al., , in: 2024 Sixth International Conference Neurotechnologies and Neurointerfaces (CNN).: IEEE, 2024. P. 124–127.
Fake news has become a serious problem with the development of the Internet and social networks. Due to their rapid spread and influence on people's opinions and decision-making, the need to combat media fakes become evident. This pilot study investigated behavioral and neuropsychological responses to fake news corrections that indicate the presence of the fake. ...
Added: October 23, 2024
Перспективные направления исследований потребления новостей в контексте медиасреды с большим выбором
Kazun A. D., Вестник Московского университета. Серия 10: Журналистика 2024 № 2 С. 3–47
The high-choice media environment has transformed the process of news consumption. This article attempts to map out the field of contemporary news consumption research and identify trends that deserve further study. The following promising areas of research have been identified: (1) choice from an excess number of options, (2) new media repertoires and styles of ...
Added: June 7, 2024
Chernyavskiy A., Shomova S., Dushakova I. et al., , in: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024).: ELRA and ICCL, 2024. P. 17795–17807.
The topic of automatic detection of manipulation and propaganda in the media is not a novel issue; however, it remains an urgent concern that necessitates continuous research focus. The topic is studied within the framework of various papers, competitions and shared tasks, which provide different techniques definitions and include the analysis of text data, images, ...
Added: May 9, 2024
Bolshakova E. I., Семак В. В., Интеллектуальные системы. Теория и приложения 2021 Т. 25 № 4 С. 239–242
An approach to automatic extraction of terms from an individual scientific text is reported, which combines known methods: linguistic patterns, statistical terminological measures, methods of graph ranking. The combined methods and stages for extracting, selection and ranking of terms are described, which are implemented for processing documents in Russian. The results of experiments on extracting ...
Added: November 23, 2023