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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:scopusAn approach to big data modeling for key-value NoSQL databases
ArticleAbstract: The scientific community has a special interest in providing solutions to deal with a huge amount ofPalabras claves:BIG DATA, Key-value, Modeling, Semi-structured, UMLAutores:Diana Martínez-Mosquera, Henry Rodrigo Vivanco Herrera, Rosa Navarrete, Sergio Luján-Mora, Tannia Cecilia Mayorga JácomeFuentes: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:scopusA Hybrid Infrastructure of Enterprise Architecture and Business Intelligence Analytics for Knowledge Management in Education
ArticleAbstract: Advances in science and technology, the Internet of Things, and the proliferation of mobile apps arePalabras claves:BIG DATA, Business intelligence, DATA WAREHOUSE, Educational Data Mining, KNOWLEDGE MANAGEMENTAutores:Joel Paredes-Gualtor, Jorge Castro, Oswaldo Moscoso-Zea, Sergio Luján-MoraFuentes:scopusDevelopment and Evaluation of a Big Data Framework for Performance Management in Mobile Networks
ArticleAbstract: In telecommunications, Performance Management (PM) data are collected from network elements to a cenPalabras claves:5G mobile communication, 6G mobile communication, BIG DATA, Computer Architecture, framework, lakes, Mobile Networks, Monitoring, Network Management System, Performance Management, ProposalsAutores:Diana Martínez-Mosquera, Rosa Navarrete, Sergio Luján-MoraFuentes:scopusData cleaning technique for security big data ecosystem
Conference ObjectAbstract: The information networks growth have given rise to an ever-multiplying number of security threats; iPalabras claves:BIG DATA, cleaning, DATA, Ecosystem, securityAutores:Diana Martínez-Mosquera, Sergio Luján-MoraFuentes:scopusData cleaning technique for security logs based on Fellegi-Sunter theory
Conference ObjectAbstract: Information security is one of the most important aspects an organization should consider. Due to thPalabras claves:BIG DATA, cleaning, DATA, Fellegi-Sunter, securityAutores:Diana Martínez-Mosquera, Gabriel López, Santos L., Sergio Luján-MoraFuentes:scopusApplication 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:googlescopusApplication of machine learning in pbkp_redicting performance for computer engineering students: A case study
ArticleAbstract: The present work proposes the application of machine learning techniques to pbkp_redict the final grPalabras claves:BIG DATA, Educational Data Mining, learning analytics, Machine learning, Pbkp_rediction gradesAutores:Diego Buenaño-Fernandez, Gil D., Sergio Luján-MoraFuentes:googlescopus