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Explainable educational assistant integrated in Moodle: automated semantic assessment and adaptive tutoring based on NLP and XAI
ArticleAbstract: Current automated evaluation systems in virtual learning environments often operate as isolated moduPalabras claves:Adaptive Tutoring Systems, Educational NLP Integration in Moodle, Explainable Artificial Intelligence (XAI), Semantic EvaluationAutores:Joselin García-Ortiz, Rommel Gutierrez, Vanessa Guevara, William Villegas-ChFuentes:scopusFramework for a Secure and Sustainable Internet of Medical Things, Requirements, Design Challenges, and Future Trends
ArticleAbstract: The framework presented in this article provides a guide for designing secure and sustainable internPalabras claves:Artificial intelligence, blink frequency, Computer VisionAutores:Isabel Urbina-Camacho, Joselin García-Ortiz, William Villegas-ChFuentes:scopusDetection of Abnormal Patterns in Children’s Handwriting by Using an Artificial-Intelligence-Based Method
ArticleAbstract: Using camera-based algorithms to detect abnormal patterns in children’s handwriting has become a proPalabras claves:CHILDREN, detection of abnormal patterns, simulation, WRITINGAutores:Isabel Urbina-Camacho, Joselin García-Ortiz, William Villegas-ChFuentes:scopusEnhancing Learning Personalization in Educational Environments through Ontology-Based Knowledge Representation
ArticleAbstract: In the digital age, the personalization of learning has become a critical priority in education. ThiPalabras claves:Knowledge Representation, Ontologies, Personalization of LearningAutores:Joselin García-Ortiz, William Villegas-ChFuentes:scopusAuthentication, access, and monitoring system for critical areas with the use of artificial intelligence integrated into perimeter security in a data center
ArticleAbstract: Perimeter security in data centers helps protect systems and the data they store by preventing unautPalabras claves:Artificial intelligence, Computer Vision, Data Center, information security, Perimeter securityAutores:Joselin García-Ortiz, William Villegas-ChFuentes:scopusToward a Comprehensive Framework for Ensuring Security and Privacy in Artificial Intelligence
ArticleAbstract: The rapid expansion of artificial intelligence poses significant challenges in terms of data securitPalabras claves:AI privacy, AI security, Data ProtectionAutores:Joselin García-Ortiz, William Villegas-ChFuentes:scopusAn Approach Based on Recurrent Neural Networks and Interactive Visualization to Improve Explainability in AI Systems
ArticleAbstract: This paper investigated the importance of explainability in artificial intelligence models and its aPalabras claves:Feature importance, Formula (1) model, PredictionsAutores:Angel Jaramillo-Alcázar, Joselin García-Ortiz, William Villegas-ChFuentes:scopusData Analysis Model for the Evaluation of the Factors That Influence the Teaching of University Students
ArticleAbstract: Currently, the effects of the pandemic caused by the Coronavirus disease discovered in 2019 are thePalabras claves:Educational Data Mining, hybrid education, Learning AnalyticsAutores:Aracely Mera-Navarrete, Joselin García-Ortiz, William Villegas-ChFuentes:googlescopusAnalysis of the state of learning in university students with the use of a hadoop framework
ArticleAbstract: Currently, education is going through a critical moment due to the 2019 coronavirus disease that hasPalabras claves:Analysis of data, Hadoop, Learning AnalyticsAutores:Joselin García-Ortiz, Milton Román-Cañizáres, Santiago Sánchez-Viteri, Walter Gaibor-Naranjo, William Villegas-ChFuentes:googlescopusImplementation of a virtual assistant for the academic management of a university with the use of artificial intelligence
ArticleAbstract: Currently, private universities, as a result of the pandemic that the world is facing, are going thrPalabras claves:Academic management, Artificial intelligence, ChatBotAutores:Joselin García-Ortiz, Karen Mullo-Ca, Milton Román-Cañizáres, Santiago Sánchez-Viteri, William Villegas-ChFuentes:scopus