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Applied Sciences (Switzerland)(2)
Computers(2)
2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(1)
Advances in Intelligent Systems and Computing(1)
Communications in Computer and Information Science(1)
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Ciencias de la computación(5)
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Escuelas y sus actividades; educación especial(2)
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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:scopusAnalysis 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:scopusAnalysis of web-based learning systems by data mining
Conference ObjectAbstract: This article describes the trend in the use of learning systems that aims to analyze information genPalabras claves:Data Mining, e-Learning, Learning management system, learning system, MOODLEAutores:Diego Buenaño-Fernandez, Milton Román-Cañizáres, Sergio Luján-Mora, William Villegas-ChFuentes:googlescopusData Analysis Model for the Evaluation of the Factors That Influence the Teaching of University Students
ArticleAbstract: Currently, the effects of the pandemic caused by the Coronavirus disease discovered in 2019 are thePalabras claves:Educational Data Mining, hybrid education, learning analyticsAutores:Aracely Mera-Navarrete, Joselin García-Ortiz, William Villegas-ChFuentes:googlescopusApplication 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:scopusExploring data use to implement e-government in higher education a case study
Conference ObjectAbstract: E-government is a permanent commitment of the central administration to improve the relationship witPalabras claves:Data Mining, e-Governance, E-government, higher educationAutores:Diego Buenaño-Fernandez, Sergio Luján-Mora, William Villegas-ChFuentes:googlescopusImprovement of an online education model with the integration of machine learning and data analysis in an LMS
ArticleAbstract: The events that took place in the year 2020 have shown us that society is still fragile and that itPalabras claves:Analysis of data, Artificial Intelligence, Machine learning, Online educationAutores:Milton Román-Cañizáres, William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes:googlescopusProposal for an IoT architecture for the administrative management of a university campus
ArticleAbstract: Today, technology has become part of us, this is largely due to the integration of new technologiesPalabras claves:Emerging technologies, internet of things, University campusAutores:William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes:scopusProposal of a Model for the Analysis of the State of the Use of ICT in Education Applied to Technological Institutes of Higher Education
ArticleAbstract: The inclusion of information and communication technologies in education has become a priority for aPalabras claves:e-Learning, factorial analysis, ICT in the classroomAutores:Calvache-Sánchez J., Jácome-Vásconez S., Joselin García-Ortiz, Santiago Sánchez-Viteri, William Villegas-ChFuentes: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