Jadán Guerrero, Janio
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Preferred name
Jadán Guerrero, Janio
Main Affiliation
Quito
Email
janiojadan@uti.edu.ec
ORCID
Scopus Author ID
56267555100

Research Output

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Publication

Influence of Social Media and Artificial Intelligence on Cyberbullying for Decision-Making with Legal or Judicial Foundations in Ecuador

2025 , Dr. Diego Gustavo Andrade Armas , Segundo Moisés Toapanta Toapanta , Eriannys Zharayth Gómez Díaz , Jadán Guerrero, Janio , Rocío Maciel Arellano , María Mercedes Baño Hifóng

Cyberbullying remains a pervasive issue globally and in Ecuador, fueled by the rapid evolution of the Internet, emerging trends in information and communication technologies (ICT), artificial intelligence (AI), and social networks. One of the primary contributing factors is the influence of social networks and AI, coupled with the absence of robust legal and judicial frameworks. The objective of this study is to propose a conceptual model for cybersecurity management in social networks. A deductive approach and exploratory research methods were used to analyze information from various official sources. The results include a mental map that identifies key stakeholders, a simulation designed to mitigate cyberbullying on social networks, and a conceptual model to address cyberbullying management. The study concludes that mitigating cyberbullying requires the implementation of appropriate AI tools and the development or improvement of cyberbullying laws in each country. Simulations demonstrated that in one scenario, the occurrence of cyberbullying could be reduced to an average of 25%, highlighting both the challenges and the potential of leveraging AI and updated legislation to combat this issue effectively.

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Publication

Evaluating Web Accessibility in Countries Included in the Latin American Artificial Intelligence Index

2025 , Patricia Acosta-Vargas , Belén Salvador-Acosta , Mauricio Loachamín-Valencia , Marcos Chacón-Castro , Jadán Guerrero, Janio , Luis Salvador-Ullauri

This study examines the relationship between the Latin American Artificial Intelligence Index (ILIA) and the Web Accessibility Index (WAIN) in 19 Latin American countries to evaluate how technological innovation aligns with digital inclusivity. Results reveal notable disparities: Uruguay, Chile, and Brazil excel in both indices, whereas Jamaica and Venezuela face critical challenges. Significantly, high scores in artificial intelligence adoption do not always correlate with improved web accessibility, underscoring the need for integrated strategies that prioritize compliance with the Web Content Accessibility Guidelines (WCAG) 2.2 and inclusive design. The research highlights accessibility as a fundamental pillar for sustainable digital ecosystems and equitable access to technology. Limitations include the regional focus on Latin America, the reliance on automated tools, and the dynamic nature of technology. Future research should incorporate longitudinal analyses, user-centered evaluations, and comparative studies across diverse regions to develop comprehensive frameworks that are grounded in empirical evidence. By aligning technological progress with inclusivity, this study emphasizes the importance of fostering sustainable and accessible digital environments. Recommendations include adopting accessibility standards in early development stages, enhancing public policy, and prioritizing universal design. These steps are essential to achieving the Sustainable Development Goals (SDGs) related to reducing inequalities and promoting inclusive institutions. This work is a foundation for advancing equitable digital ecosystems in Latin America.

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