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Comprehensive learning system based on the analysis of data and the recommendation of activities in a distance education environment
ArticleAbstract: Traditional teaching, based on techniques in which students develop a passive function, has proven tPalabras claves:Data Mining, Engineering education, Expert System, Open Source, Project based learningAutores:Diego Buenaño-Fernandez, Sergio Luján-Mora, William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes:scopusAssistance System for the Teaching of Natural Numbers to Preschool Children with the Use of Artificial Intelligence Algorithms
ArticleAbstract: This research was aimed at designing an image recognition system that can help increase children’s iPalabras claves:Artificial Intelligence, ICT in education, perceptronAutores:Angel Jaramillo-Alcázar, Aracely Mera-Navarrete, William Villegas-ChFuentes:googlescopusData analysis as a tool for the application of adaptive learning in a university environment
ArticleAbstract: Currently, data are a very valuable resource for organizations. Through analysis, it is possible toPalabras claves:Adaptive learning, BIG DATA, Online educationAutores:Angel Jaramillo-Alcázar, Milton Román-Cañizáres, William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes:googlescopusArtificial intelligence as a support technique for university learning
Conference ObjectAbstract: Currently, universities seek to improve academic methods that come from a traditional model. TraditiPalabras claves:Active learning, Artificial Intelligence, Expert systems, Intelligent SystemsAutores:Sergio Luján-Mora, William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes:scopusErratum: Villegas-Ch, W., et al. A business intelligence framework for analyzing educational data. (Sustainability 2020, 12, 5745)
OtherAbstract: The authors would like to make the following corrections to the published paper [1]. The changes arePalabras claves:Autores:Sergio Luján-Mora, William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes:scopusImprovement of massive open online courses by text mining of students' emails: A case study
Conference ObjectAbstract: In recent years, the constant increase in the number of online courses has led to radical changes inPalabras claves:Massive open online course, Mooc, opinion mining, Supervised learning, TEXT MININGAutores:Diego Buenaño-Fernandez, Sergio Luján-Mora, William Villegas-ChFuentes:scopusIntegration of Artificial Intelligence as a Tool for an Online Education Model
Conference ObjectAbstract: Currently, universities base all their efforts on improving student learning. To achieve this, theyPalabras claves:Artificial Intelligence, ChatBot, Learning, LMSAutores:William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes:googlescopusIdentification of Emotions From Facial Gestures in a Teaching Environment With the Use of Machine Learning Techniques
ArticleAbstract: Educational models currently integrate a variety of technologies and computer applications that seekPalabras claves:Computer Vision, Emotion recognition, Neural networks, TeachingAutores:Joselin García-Ortiz, Santiago Sánchez-Viteri, William Villegas-ChFuentes:googlescopusIdentification of the factors that influence university learning with low-code/no-code artificial intelligence techniques
ArticleAbstract: Education is one of the sectors that improves the future of societies; unfortunately, the pandemic gPalabras claves:Artificial Intelligence, Remote education, WEKAAutores:Joselin García-Ortiz, Santiago Sánchez-Viteri, William Villegas-ChFuentes:googlescopusTowards the integration of business intelligence tools applied to educational data mining
Conference ObjectAbstract: At present the educational institutions have computer systems that generate information of the educaPalabras claves:Analysis of data, Business intelligence, Data Mining, e-LearningAutores:Diego Buenaño-Fernandez, Sergio Luján-Mora, William Villegas-ChFuentes:scopus