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ACM International Conference Proceeding Series(2)
2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(1)
Communications in Computer and Information Science(1)
Computer Applications in Engineering Education(1)
EDUNINE 2017 - IEEE World Engineering Education Conference: Engineering Education - Balancing Generalist and Specialist Formation in Technological Carriers: A Current Challenge, Proceedings(1)
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Analysis of data mining techniques applied to LMS for personalized education
Conference ObjectAbstract: This article describes the models and the use of data mining techniques applied to Learning ManagemePalabras claves:Data Mining, e-Learning, MOODLEAutores:Sergio Luján-Mora, William Villegas-ChFuentes:googlescopusAnalysis of web-based learning systems by data mining
Conference ObjectAbstract: This article describes the trend in the use of learning systems that aims to analyze information genPalabras claves:Data Mining, e-Learning, Learning management system, learning system, MOODLEAutores:Diego Buenaño-Fernandez, Milton Román-Cañizáres, Sergio Luján-Mora, William Villegas-ChFuentes:googlescopusData mining toolkit for extraction of knowledge from LMS
Conference ObjectAbstract: Today, information technology (IT) is an active part of education. Its main impact is in the adminisPalabras claves:Analytical learning, Educational Data Mining, Knowledge extraction process, LMS platformsAutores:Diego Buenaño-Fernandez, Sergio Luján-Mora, William Villegas-ChFuentes: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 massive open online courses by text mining of students' emails: A case study
Conference ObjectAbstract: In recent years, the constant increase in the number of online courses has led to radical changes inPalabras claves:Massive open online course, Mooc, opinion mining, Supervised learning, TEXT MININGAutores:Diego Buenaño-Fernandez, Sergio Luján-Mora, William Villegas-ChFuentes:scopusProposal 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:scopusThe use of tools of data mining to decision making in engineering education—A systematic mapping study
ArticleAbstract: In recent years, there has been an increasing amount of theoretical and applied research that has foPalabras claves:Decision Making, Educational Data Mining, Engineering education, learning analytics, Systematic mappingAutores:Diego Buenaño-Fernandez, Sergio Luján-Mora, William Villegas-ChFuentes:googlescopus