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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:scopusData analysis as a tool for the application of adaptive learning in a university environment
ArticleAbstract: Currently, data are a very valuable resource for organizations. Through analysis, it is possible toPalabras claves:Adaptive learning, BIG DATA, Online educationAutores:Angel Jaramillo-Alcázar, Milton Román-Cañizáres, William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes:googlescopusApplication of a big data framework for data monitoring on a smart campus
ArticleAbstract: At present, university campuses integrate technologies such as the internet of things, cloud computiPalabras claves:BIG DATA, Hadoop, smart campusAutores:Carlos Chicaiza-Tamayo, Iván Ortiz-Garcés, Jhoann Molina-Enriquez, Sergio Luján-Mora, William Villegas-ChFuentes:scopusApplication of a smart city model to a traditional university campus with a big data architecture: A sustainable smart campus
ArticleAbstract: Currently, the integration of technologies such as the Internet of Things and big data seeks to covePalabras claves:BIG DATA, Hadoop, IOT, smart campus, Smart cities, SustainabilityAutores:Sergio Luján-Mora, William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes: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: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:googlescopusProposal of a remote education model with the integration of an ICT architecture to improve learning management
ArticleAbstract: University education is at a critical moment due to the pandemic generated by the Coronavirus DiseasPalabras claves:Artificial Intelligence, BIG DATA, Learning, Remote educationAutores:Joselin García-Ortiz, Milton Román-Cañizáres, Santiago Sánchez-Viteri, William Villegas-ChFuentes:googlescopus