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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:scopusComprehensive learning system based on the analysis of data and the recommendation of activities in a distance education environment
ArticleAbstract: Traditional teaching, based on techniques in which students develop a passive function, has proven tPalabras claves:Data Mining, Engineering education, Expert System, Open Source, Project based learningAutores:Diego Buenaño-Fernandez, 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: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: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:scopusImprovement 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:googlescopusErratum: Villegas-Ch, W., et al. A business intelligence framework for analyzing educational data. (Sustainability 2020, 12, 5745)
OtherAbstract: The authors would like to make the following corrections to the published paper [1]. The changes arePalabras claves:Autores:Sergio Luján-Mora, William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes:scopusIntegration of Artificial Intelligence as a Tool for an Online Education Model
Conference ObjectAbstract: Currently, universities base all their efforts on improving student learning. To achieve this, theyPalabras claves:Artificial Intelligence, ChatBot, Learning, LMSAutores:William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes:googlescopusIntegration of IoT and blockchain to in the processes of a university campus
ArticleAbstract: Currently, universities, as centers of research and innovation, integrate in their processes variousPalabras claves:BLOCKCHAIN, internet of things, Security of information, Smart campusesAutores:Milton Román-Cañizáres, William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes:googlescopus