Personal information

Learning Analytics, Educational Data Mining, Text Mining
Ecuador

Activities

Employment (1)

Universidad de Las Américas: Quito, Pichincha, EC

2024-09-02 to present | Vicerrector Académico UDLA (Facultad de Ingenierías y Ciencias Aplicadas)
Employment
Source: Self-asserted source
Diego Buenaño-Fernández

Education and qualifications (1)

Escuela Politécnica Nacional: Quito, Pichincha, EC

1991-01-01 to 1999-01-01 | Ingeniero en Informática y Ciencias de la COmputación (Ingeniería de Sistemas)
Education
Source: Self-asserted source
Diego Buenaño-Fernández

Works (20)

Optimizing Automated Educational Systems: Adaptive Syllabus Generation and Precise Assessment Using Artificial Intelligence

IEEE Access
2024 | Journal article
Contributors: William Villegas-Ch; Jaime Govea; Roque Albuja; Diego Buenaño-Fernández; Aracely Mera-Navarrete
Source: check_circle
Crossref

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

IEEE Access
2024 | Journal article
Contributors: Santiago Criollo-C; Andrea Guerrero-Arias; Diego Buenaño-Fernández; Sergio Luján-Mora
Source: check_circle
Crossref

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

IEEE Access
2020 | Journal article
Contributors: Diego Buenano-Fernandez; Mario Gonzalez; David Gil; Sergio Lujan-Mora
Source: check_circle
Crossref

A Hybrid Machine Learning Approach for the Prediction of Grades in Computer Engineering Students

2019 | Book chapter
Contributors: Diego Buenaño-Fernandez; Sergio Luján-Mora; David Gil
Source: check_circle
Crossref

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

Computer Applications in Engineering Education
2019-05 | Journal article
Contributors: Diego Buenaño‐Fernandez; William Villegas‐CH; Sergio Luján‐Mora
Source: check_circle
Crossref

Application of Machine Learning in Predicting Performance for Computer Engineering Students: A Case Study

Sustainability
2019-05-17 | Journal article
Contributors: Diego Buenaño-Fernández; David Gil; Sergio Luján-Mora
Source: check_circle
Crossref

Analysis of web-based learning systems by data mining

2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017
2018 | Conference paper
EID:

2-s2.0-85045768870

Contributors: Villegas-Ch, W.; Lujan-Mora, S.; Buenano-Fernandez, D.; Roman-Canizares, M.
Source: Self-asserted source
Diego Buenaño-Fernández via Scopus - Elsevier

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

Advances in Intelligent Systems and Computing
2018 | Book
EID:

2-s2.0-85041066609

Contributors: Villegas-Ch, W.; Luján-Mora, S.; Buenaño-Fernandez, D.; Palacios-Pacheco, X.
Source: Self-asserted source
Diego Buenaño-Fernández via Scopus - Elsevier

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
2018 | Conference paper
EID:

2-s2.0-85050975867

Contributors: Yamba-Yugsi, M.; Buenano-Fernandez, D.; Lujan-Mora, S.; De Agostini, G.
Source: Self-asserted source
Diego Buenaño-Fernández via Scopus - Elsevier

PAME: Physical Activity Monitoring for the Elderly

2018 5th International Conference on eDemocracy and eGovernment, ICEDEG 2018
2018 | Conference paper
EID:

2-s2.0-85049017396

Contributors: Armas, R.; Buenano, D.; Rybarczyk, Y.; Gonzalez, M.
Source: Self-asserted source
Diego Buenaño-Fernández via Scopus - Elsevier

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

CEUR Workshop Proceedings
2018 | Conference paper
EID:

2-s2.0-85055410607

Contributors: Buenaño-Fernandez, D.; Acosta, T.; Luján-Mora, S.
Source: Self-asserted source
Diego Buenaño-Fernández via Scopus - Elsevier

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
2018 | Conference paper
EID:

2-s2.0-85053863190

Contributors: Villegas-Ch, W.; Lujan-Mora, S.; Buenano-Fernandez, D.
Source: Self-asserted source
Diego Buenaño-Fernández via Scopus - Elsevier

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
2018 | Conference paper
EID:

2-s2.0-85053861406

Contributors: Buenano-Fernandez, D.; Villegas-Ch, W.; Lujan-Mora, S.
Source: Self-asserted source
Diego Buenaño-Fernández via Scopus - Elsevier

APPLICATION OF TEXT MINING ON SOCIAL NETWORK MESSAGES ABOUT A MOOC

ICERI2017 Proceedings
2017 | Conference paper
Part of ISBN: 978-84-697-6957-7
Source: Self-asserted source
Diego Buenaño-Fernández

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
2017 | Conference paper
EID:

2-s2.0-85020002083

Contributors: Buenaño-Fernández, D.B.; Luján-Mora, S.
Source: Self-asserted source
Diego Buenaño-Fernández via Scopus - Elsevier

Data mining toolkit for extraction of knowledge from LMS

ACM International Conference Proceeding Series
2017 | Conference paper
EID:

2-s2.0-85044304909

Contributors: Villegas-Ch, W.; Luján-Mora, S.; Buenaño-Fernandez, D.
Source: Self-asserted source
Diego Buenaño-Fernández via Scopus - Elsevier

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
2017 | Conference paper
EID:

2-s2.0-85041206338

Contributors: Buenano-Fernández, D.; Luján-Mora, S.; Villegas-Ch, W.
Source: Self-asserted source
Diego Buenaño-Fernández via Scopus - Elsevier

Improvement of Massive Open Online Courses by Text Mining of Students' Emails: A Case Study

Proceedings of the 5th International Conference on Technological Ecosystems for Enhancing Multiculturality
2017 | Conference paper
Part of ISBN: 978-1-4503-5386-1
Source: Self-asserted source
Diego Buenaño-Fernández
grade
Preferred source (of 2)‎

EXPLORING APPROACHES TO EDUCATIONAL DATA MINING AND LEARNING ANALYTICS, TO MEASURE THE LEVEL OF ACQUISITION OF STUDENT'S LEARNING OUTCOME

EDULEARN16 Proceedings
2016 | Conference paper
Part of ISBN: 978-84-608-8860-4
Source: Self-asserted source
Diego Buenaño-Fernández

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

2016 | Other
Source: Self-asserted source
Diego Buenaño-Fernández