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Advances in Intelligent Systems and Computing(1)
Computer Applications in Engineering Education(1)
EDUNINE 2017 - IEEE World Engineering Education Conference: Engineering Education - Balancing Generalist and Specialist Formation in Technological Carriers: A Current Challenge, Proceedings(1)
RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao(1)
Springer Proceedings in Complexity(1)
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Educación(3)
Escuelas y sus actividades; educación especial(2)
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Comparison of applications for educational data mining in Engineering Education
Conference ObjectAbstract: Currently there are many techniques based on information technology and communication aimed at assesPalabras claves:Educational Data Mining, K-Means, Open Source, performance, Software ToolAutores:Diego Buenaño-Fernandez, Sergio Luján-MoraFuentes:scopusBig data, the next step in the evolution of educational data analysis
Conference ObjectAbstract: This paper presents an analysis of new concepts such as big data, smart data and a data lake. It isPalabras claves:Analysis of data, BIG DATA, data lake, Data Mining, DATA WAREHOUSE, Smart dataAutores: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: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:scopusThe use of tools of data mining to decision making in engineering education—A systematic mapping study
ArticleAbstract: In recent years, there has been an increasing amount of theoretical and applied research that has foPalabras claves:Decision Making, Educational Data Mining, Engineering education, learning analytics, Systematic mappingAutores:Diego Buenaño-Fernandez, Sergio Luján-Mora, William Villegas-ChFuentes:googlescopus