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A 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:scopusBig 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: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 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: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:scopusArtificial Intelligence Model for the Identification of the Personality of Twitter Users through the Analysis of Their Behavior in the Social Network
ArticleAbstract: Currently, social networks have become one of the most used channels by society to share their ideasPalabras claves:linguistic analysis, sentiment analysis, TwitterAutores:Daniel Mauricio Erazo, Iván Ortiz-Garcés, Walter Gaibor-Naranjo, 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: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 Data from Surveys for the Identification of the Factors That Influence the Migration of Small Companies to eCommerce
ArticleAbstract: Currently, medium and small businesses face a significant change in the way consumers purchase theirPalabras claves:Business intelligence, Decision Making, Ecommerce, factorial analysisAutores:Criollo-C S., Walter Gaibor-Naranjo, 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:scopus