@unpublished{kurepository3, pages = {1--44}, note = {Unpublished Feria interna de Keiser University Latin American Campus}, booktitle = {KULAC Research Fair - First Edition}, title = {Mathematical Models for the Analysis of the Creation and Dissemination of Fake News on TikTok, Facebook, and Twitter in the Hispanic Community}, year = {2024}, abstract = {This research explores the phenomenon of fake news dissemination on social media platforms (specifically TikTok, Facebook, and Twitter) within the Hispanic community. The study applies mathematical models, particularly filtering theory, to analyze how misinformation spreads and how users interpret information. Using a quantitative and exploratory approach, the research examines the main factors influencing fake news dissemination, supported by a literature review on diffusion models, graph theory, and filtering algorithms. Data collection focuses on real cases of misinformation shared across the three platforms, and the models are applied to identify patterns and user behaviors. ----------------- Esta investigaci{\'o}n explora el fen{\'o}meno de la difusi{\'o}n de noticias falsas en plataformas de redes sociales (espec{\'i}ficamente TikTok, Facebook y Twitter) dentro de la comunidad hispana. El estudio aplica modelos matem{\'a}ticos, en particular la teor{\'i}a del filtrado, para analizar c{\'o}mo se propaga la desinformaci{\'o}n y c{\'o}mo los usuarios interpretan la informaci{\'o}n. A trav{\'e}s de un enfoque cuantitativo y exploratorio, la investigaci{\'o}n examina los factores clave que influyen en la propagaci{\'o}n de noticias falsas, apoy{\'a}ndose en una revisi{\'o}n de literatura sobre modelos de difusi{\'o}n, teor{\'i}a de grafos y algoritmos de filtrado. La recolecci{\'o}n de datos se centra en casos reales de desinformaci{\'o}n compartidos en las tres plataformas, y se aplican los modelos para identificar patrones y comportamientos de los usuarios.}, keywords = {Fake news, disinformation, Social Media, Redes sociales}, author = {Acosta V{\'a}squez, Elisa Luc{\'i}a and Granizo Gadea, Elisa Francheska and Hawkins Mart{\'i}nez, Alexamari}, url = {https://kurepository.keiseruniversity.edu.ni/id/eprint/3/} }