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ACM International Conference Proceeding Series(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)
Sustainability (Switzerland)(1)
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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: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:googlescopusThe 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