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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: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 the state of learning in university students with the use of a hadoop framework
ArticleAbstract: Currently, education is going through a critical moment due to the 2019 coronavirus disease that hasPalabras claves:Analysis of data, Hadoop, learning analyticsAutores:Joselin García-Ortiz, Milton Román-Cañizáres, Santiago Sánchez-Viteri, Walter Gaibor-Naranjo, William Villegas-ChFuentes:googlescopusAcademic activities recommendation system for sustainable education in the age of COVID-19
ArticleAbstract: Currently, universities are going through a critical moment due to the coronavirus disease in 2019.Palabras claves:Analysis of data, Artificial Intelligence, BIG DATA, Expert systemsAutores:Milton Román-Cañizáres, Santiago Sánchez-Viteri, 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:googlescopusManagement of educative data in university students with the use of big data techniques
ArticleAbstract: The large volumes of data that exist in the universities keep important information of each student.Palabras claves:Analysis of data, BIG DATA, HadoopAutores:Iván Ortiz-Garcés, IVAN XAVIER LEON RODRIGUEZ, Sergio Luján-Mora, William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes:googlescopusTowards 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 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:googlescopusProposal of a Method for the Analysis of Sentiments in Social Networks with the Use of R
ArticleAbstract: Decision making is vital for the management of all organizations. For this reason, data analysis hasPalabras claves:Analysis of data, sentiment analysis, SOCIAL NETWORKSAutores:Aracely Mera-Navarrete, Estevan Montalvo, Sofía Molina, Víctor De Janón, William Villegas-ChFuentes:scopus