Application of a smart city model to a traditional university campus with a big data architecture: A sustainable smart campus W Villegas-Ch, X Palacios-Pacheco, S Luján-Mora Sustainability 11 (10), 2857, 2019 | 175 | 2019 |
Improvement of an online education model with the integration of machine learning and data analysis in an LMS W Villegas-Ch, M Román-Cañizares, X Palacios-Pacheco Applied Sciences 10 (15), 5371, 2020 | 134 | 2020 |
Proposal of an Architecture for the Integration of a Chatbot with Artificial Intelligence in a Smart Campus for the Improvement of Learning. Sustainability 12, 4, Article 1500 … W Villegas-Ch, A Arias-Navarrete, X Palacios-Pacheco | 120* | 2020 |
Analysis of data mining techniques applied to LMS for personalized education W Villegas-Ch, S Luján-Mora World Engineering Education Conference (EDUNINE), IEEE, 85-89, 2017 | 53 | 2017 |
The use of tools of data mining to decision making in engineering education—A systematic mapping study D Buenaño‐Fernandez, W Villegas‐CH, S Luján‐Mora Computer applications in engineering education 27 (3), 744-758, 2019 | 50 | 2019 |
A business intelligence framework for analyzing educational data W Villegas-Ch, X Palacios-Pacheco, S Luján-Mora Sustainability 12 (14), 5745, 2020 | 42 | 2020 |
Application of a big data framework for data monitoring on a smart campus W Villegas-Ch, J Molina-Enriquez, C Chicaiza-Tamayo, I Ortiz-Garcés, ... Sustainability 11 (20), 5552, 2019 | 39 | 2019 |
Integration of IoT and Blockchain to in the Processes of a University Campus W Villegas-Ch, X Palacios-Pacheco, M Román-Cañizares Sustainability 12 (12), 4970, 2020 | 37 | 2020 |
Implementation of a virtual assistant for the academic management of a university with the use of artificial intelligence W Villegas-Ch, J García-Ortiz, K Mullo-Ca, S Sánchez-Viteri, ... Future Internet 13 (4), 97, 2021 | 34 | 2021 |
Big data, the next step in the evolution of educational data analysis W Villegas-Ch, S Luján-Mora, D Buenaño-Fernandez, ... Proceedings of the International Conference on Information Technology …, 2018 | 33 | 2018 |
Identification of the Factors that Influence University Learning with Low-Code/No-Code Artificial Intelligence Techniques W Villegas-Ch., J García-Ortiz, S Sánchez-Viteri Electronics 10 (10), 1192, 2021 | 29 | 2021 |
Data analysis as a tool for the application of adaptive learning in a university environment W Villegas-Ch, M Roman-Cañizares, A Jaramillo-Alcázar, ... Applied Sciences 10 (20), 7016, 2020 | 27 | 2020 |
Comprehensive learning system based on the analysis of data and the recommendation of activities in a distance education environment W Villegas-Ch, X Palacios-Pacheco, D Buenaño Fernández, ... Tempus Publications, 2019 | 24 | 2019 |
Analysis of Educational Data in the Current State of University Learning for the Transition to a Hybrid Education Model W Villegas Ch., X Palacios-Pacheco, M Roman-Cañizares, S Luján-Mora Applied Sciences 11 (5), 2068, 2021 | 20 | 2021 |
Accessibility in native mobile applications for users with disabilities: A scoping review P Acosta-Vargas, B Salvador-Acosta, L Salvador-Ullauri, W Villegas-Ch, ... Applied Sciences 11 (12), 5707, 2021 | 19 | 2021 |
Management of educative data in university students with the use of big data techniques W Villegas-Ch, X Palacios-Pacheco, I Ortiz-Garcés, S Luján-Mora Risti, 2019 | 18 | 2019 |
Towards the integration of business intelligence tools applied to educational data mining W Villegas-Ch, S Luján-Mora, D Buenaño-Fernandez 2018 IEEE World Engineering Education Conference (EDUNINE), 1-5, 2018 | 18 | 2018 |
Artificial intelligence as a support technique for university learning W Villegas-Ch, X Palacios-Pacheco, S Luján-Mora 2019 IEEE World Conference on Engineering Education (EDUNINE), 1-6, 2019 | 16 | 2019 |
Application of data mining for the detection of variables that cause university desertion X Palacios-Pacheco, W Villegas-Ch, S Luján-Mora International Conference on Technology Trends, 510-520, 2018 | 15 | 2018 |
Analysis of web-based learning systems by data mining W Villegas-Ch, S Lujan-Mora, D Buenaño-Fernandez, ... 2017 IEEE Second Ecuador Technical Chapters Meeting (ETCM), 1-5, 2017 | 15 | 2017 |