Publications by the researcher in collaboration with Diego Buenaño Fernández (19)

2024

  1. Usability and Workload Evaluation of a Cybersecurity Educational Game Application: A Case Study

    IEEE Access, Vol. 12, pp. 12771-12784

2020

  1. Text Mining of Open-Ended Questions in Self-Assessment of University Teachers: An LDA Topic Modeling Approach

    IEEE Access, Vol. 8, pp. 35318-35330

2019

  1. A hybrid machine learning approach for the prediction of grades in computer engineering students

    Springer Proceedings in Complexity

  2. Application of machine learning in predicting performance for computer engineering students: A case study

    Sustainability (Switzerland), Vol. 11, Núm. 10

  3. Comprehensive learning system based on the analysis of data and the recommendation of activities in a distance education environment

    The International journal of engineering education, Vol. 35, Núm. 5, pp. 1316-1325

  4. Proposal of application of process mining to evaluate the learning routes of students with visual disability in online courses

    RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, pp. 1035-1047

  5. The use of tools of data mining to decision making in engineering education—A systematic mapping study

    Computer Applications in Engineering Education, Vol. 27, Núm. 3, pp. 744-758

2018

  1. Big data, the next step in the evolution of educational data analysis

    Advances in Intelligent Systems and Computing

  2. Email analysis for the evaluation of the technical support service in small private online courses

    Proceedings - 2017 International Conference on Information Systems and Computer Science, INCISCOS 2017

  3. The use of la to evaluate the performance of students with visual disabilities when applying accessibility criteria in online courses

    CEUR Workshop Proceedings

  4. Towards the integration of business intelligence tools applied to educational data mining

    EDUNINE 2018 - 2nd IEEE World Engineering Education Conference: The Role of Professional Associations in Contemporaneous Engineer Careers, Proceedings

  5. Using text mining to evaluate student interaction in virtual leaming environments

    EDUNINE 2018 - 2nd IEEE World Engineering Education Conference: The Role of Professional Associations in Contemporaneous Engineer Careers, Proceedings

2017

  1. APPLICATION OF A DATA MINING METHOD IN TO LMS FOR THE IMPROVEMENT OF ENGINEERING COURSES IN NETWORKS

    10TH INTERNATIONAL CONFERENCE OF EDUCATION, RESEARCH AND INNOVATION (ICERI2017)

  2. Analysis of web-based learning systems by data mining

    2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017

  3. Comparison of applications for educational data mining in Engineering Education

    EDUNINE 2017 - IEEE World Engineering Education Conference: Engineering Education - Balancing Generalist and Specialist Formation in Technological Carriers: A Current Challenge, Proceedings

  4. Data mining toolkit for extraction of knowledge from LMS

    ACM International Conference Proceeding Series

  5. Exploring data use to implement e-government in higher education a case study

    Proceedings of the International Conference on WWW/Internet 2017 and Applied Computing 2017

  6. Improvement of massive open online courses by text mining of students' emails: A case study

    ACM International Conference Proceeding Series

2016

  1. Uso de la metodología CRISP-DM para guiar el proceso de minería de datos en LMS

    Tecnología, innovación e investigación en los procesos de enseñanza-aprendizaje (Octaedro), pp. 2385-2393