WSEAS Transactions on Information Science and Applications
Print ISSN: 1790-0832, E-ISSN: 2224-3402
Volume 22, 2025
Emotion Care Modeling: Unpredictable and Nonlinear Events
Authors: , ,
Abstract: In economics, individuals’ decisions are not always guided by pure rationality; emotional factors
often influence choices related to consumption, investment, and saving. Emotions can thus determine market
confidence, influence economic cycles, and even affect monetary and fiscal policies. In this regard, the
development of social media has increased the formation and dissemination of fake news, whose impact requires
particular attention. To detect and contain the spread of fake news in real time, some Artificial Intelligence tools
are used. This contributes to promoting more reliable information and protecting society from media manipulation.
A focus was placed on the impact of fake news on political elections. Building on this, the capabilities of
the Bidirectional Encoder Representations from Transformers (BERT) classifier were tested to distinguish real
news from fake news in order to mitigate the aforementioned problem and provide useful tools for the real-time
identification of news that could alter not only political impact but also other areas.
Search Articles
Pages: 307-310
DOI: 10.37394/23209.2025.22.25