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ACM International Conference Proceeding Series(1)
International Journal of Engineering Education(1)
RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao(1)
Springer Proceedings in Complexity(1)
Sustainability (Switzerland)(1)
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:scopusA hybrid machine learning approach for the pbkp_rediction of grades in computer engineering students
Conference ObjectAbstract: The growing application of information and communication technologies (ICTs) in teaching and learninPalabras claves:Autores:Diego Buenaño-Fernandez, Gil D., Sergio Luján-MoraFuentes:scopusData mining toolkit for extraction of knowledge from LMS
Conference ObjectAbstract: Today, information technology (IT) is an active part of education. Its main impact is in the adminisPalabras claves:Analytical learning, Educational Data Mining, Knowledge extraction process, LMS platformsAutores:Diego Buenaño-Fernandez, Sergio Luján-Mora, William Villegas-ChFuentes:scopusApplication of machine learning in pbkp_redicting performance for computer engineering students: A case study
ArticleAbstract: The present work proposes the application of machine learning techniques to pbkp_redict the final grPalabras claves:BIG DATA, Educational Data Mining, learning analytics, Machine learning, Pbkp_rediction gradesAutores:Diego Buenaño-Fernandez, Gil D., Sergio Luján-MoraFuentes:googlescopusProposal of application of process mining to evaluate the learning routes of students with visual disability in online courses
ArticleAbstract: The successful completion of an online course by students with some type of disability is directly rPalabras claves:Educational process mining, learning analytics, visual disability, Web content accessibility guidelines (WCAG) 2.0, World wide web consortium (W C) 3Autores:Diego Buenaño-Fernandez, Sergio Luján-MoraFuentes:scopus