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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: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:googlescopusArtificial 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: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:googlescopusIntegration of a chatbot to an lms as assistant for learning management
ArticleAbstract: The dizzying pace at which technology advances has modified all sectors of society. Education is amoPalabras claves:Artificial Intelligence, ChatBot, Learning, LMSAutores:Adrián Santiago Arias-Navarrete, William Villegas-Ch, Xavier Iván Palacios-PachecoFuentes:scopus