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Advances in Intelligent Systems and Computing(1)
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EDUNINE 2018 - 2nd IEEE World Engineering Education Conference: The Role of Professional Associations in Contemporaneous Engineer Careers, Proceedings(1)
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Big 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:scopusAn internet of things model for improving process management on university campus
ArticleAbstract: Currently, there are several emerging technologies that seek to improve quality of life. To achievePalabras claves:Automation, internet of things, Process Management, University campusAutores:Milton Román-Cañizáres, William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes:googlescopusAnalysis of educational data in the current state of university learning for the transition to a hybrid education model
ArticleAbstract: Currently, the 2019 Coronavirus Disease pandemic has caused serious damage to health throughout thePalabras claves:Analysis of data, BIG DATA, Hybrid education modelAutores:Milton Román-Cañizáres, Sergio Luján-Mora, William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes:scopusA business intelligence framework for analyzing educational data
ArticleAbstract: Currently, universities are being forced to change the paradigms of education, where knowledge is maPalabras claves:Business intelligence (BI), Educational data mining (EDM), learning analytics, Learning management systems (LMS)Autores:Sergio Luján-Mora, William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes:scopusApplication of data mining for the detection of variables that cause university desertion
Conference ObjectAbstract: College desertion is one of the problems currently addressed by most higher education institutions tPalabras claves:Data Analysis, Data Mining, Desertion, WEKAAutores:Sergio Luján-Mora, William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes:scopusArtificial 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:scopusTowards 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:scopusProposal for a System for the Identification of the Concentration of Students Who Attend Online Educational Models
ArticleAbstract: Currently, e-learning has revolutionized the way students learn by offering access to quality educatPalabras claves:Artificial Intelligence, blink rate, Computer VisionAutores:Aracely Mera-Navarrete, Isabel Urbina-Camacho, Joselin García-Ortiz, William Villegas-ChFuentes:googlescopusProposal for the Analysis of the State of Learning in University Students with the Inclusion of ICT in the Classroom
ArticleAbstract: The inclusion of information and communication technologies in education has become a priority for aPalabras claves:Analysis of data, e-Learning, ICT in the classroomAutores:Joselin García-Ortiz, Santiago Sánchez-Viteri, William Villegas-ChFuentes:googlescopus