Publications

Show all

2019

Hershkovitz, Arnon; Sitman, Raquel; Israel-Fishelson, Rotem; Eguíluz, Andoni; Garaizar, Pablo; Guenaga, Mariluz

Creativity in the acquisition of computational thinking Journal Article

Interactive Learning Environments, 0 (0), pp. 1-17, 2019.

Abstract | Links | BibTeX | Tags: Computational Thinking, computer-aided instruction, Creativity, game-based learning, learning analytics, log analysis, middle school

2018

Rodríguez, Manuel Caeiro; González, Miguel Ángel Conde; Álvarez, Ainhoa; Larrañaga, Mikel; Monés, Alejandra Martínez; Muñoz-Merino, Pedro J; Hérnández-García, Ángel; Pastor, Rafael; Cruz-Benito, Juan; Muñoz, Salvador Ros; Guenaga, Mariluz

Learning analytics trends and challenges in engineering education: SNOLA special session Conference

2018 IEEE Global Engineering Education Conference (EDUCON), IEEE, 2018, ISSN: 2165-9567.

Abstract | Links | BibTeX | Tags: e-learning, Engineering Education, learning analytics

2017

Gal, Lilach; Hershkovitz, Arnon; Eguíluz, Andoni; Guenaga, Mariluz; Garaizar, Pablo

Suggesting a Log-Based Creativity Measurement for Online Programming Learning Environment Conference

Proceedings of the Fourth (2017) ACM Conference on Learning @ Scale (L@S ’17), ACM New York, NY, USA ©2017 , Cambridge, Massachusetts, USA, 2017, ISBN: 978-1-4503-4450-0.

Abstract | Links | BibTeX | Tags: Creativity, learning analytics, log-based measurement, programming learning

2016

Caeiro-Rodríguez, M; Conde, M Á; Guenaga, Mariluz; Hernández-García, Á; Larrañaga, M; Martínez-Monés, A; Rodríguez-Conde, M J

SNOLA: Spanish network of learning analytics Conference

Proceedings of the Fourth International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM ’16), ACM New York, NY, USA ©2016 , Salamanca, Spain, 2016, ISBN: 978-1-4503-4747-1.

Abstract | Links | BibTeX | Tags: Digital Society, Education, Educational processes, ICT, Improvement of learning, learning analytics

Guenaga, Mariluz; Caeiro-Rodríguez, M; Conde, M Á; Hernández-García, Á; Larrañaga, M; Martínez-Monés, A; Rodríguez-Conde, M J

SNOLA: Spanish network of learning analytics Journal Article

Proceedings of the Fourth International Conference on Technological Ecosystems for Enhancing Multiculturality, pp. 313-317, 2016, ISBN: 978-1-4503-4747-1.

Abstract | Links | BibTeX | Tags: Digital Society, e-learning, Education, Educational processes, ICT, Improvement of learning, learning analytics

Guenaga, Mariluz; Garaizar, Pablo

From Analysis to Improvement: Challenges and Opportunities for Learning Analytics Journal Article

IEEE Revista Iberoamericana de Tecnologias del Aprendizaje, 11 (3), pp. 146-147, 2016, ISSN: 1932-8540.

Abstract | Links | BibTeX | Tags: Education, learning analytics, social network analysis

2015

Guenaga, Mariluz; Garaizar, Pablo

Editorial Especial Learning Analytics: Del Análisis del Aprendizaje a su Mejora: Retos y Oportunidades Journal Article

VAEP-RITA, 3 (4), pp. 197-198, 2015.

Abstract | Links | BibTeX | Tags: Education, learning analytics, social network analysis

Guenaga, Mariluz; Longarte, Jon Kepa; Jerez, Alex Rayón

Standardized enriched rubrics to support competeney-assessment through the SCALA methodology and dashboard Conference

Global Engineering Education Conference (EDUCON), IEEE, 2015, ISBN: 978-1-4799-1908-6.

Abstract | Links | BibTeX | Tags: competency assessment, knowledge discovery, learning analytics

Guenaga, Mariluz; Romero, Susana; Garcia-Zubia, Javier; Orduña, Pablo

Automatic Assessment of Progress Using Remote Laboratories Journal Article

International Journal of Online Engineering (iJOE), 11 (2), 2015, ISSN: 1861-2121.

Abstract | Links | BibTeX | Tags: Automatic Assessment, Competencies, learning analytics, Remote laboratories

Guenaga, Mariluz; Menchaca, Iratxe; Solabarrieta, J

Project-Based Learning: Methodology and Assessment Learning Technologies and Assessment Criteria Conference

Using Educational Analytics to Improve Test Performance, 2015, ISBN: 978-3-319-24257-6.

Abstract | Links | BibTeX | Tags: aprendizaje automático, learning analytics, machine learning, mining educational data

Guenaga, Mariluz; Eguiluz, Andoni; Jerez, Alex Rayón; Torientes, Elena Quevedo

Un juego Serio para Desarrollar y Evaluar la Competencia de Trabajo en Equipo Journal Article

Revista Iberoamericana de Informática Educativa, 21 , pp. 3-11, 2015, ISSN: 1699-4574.

Abstract | Links | BibTeX | Tags: assessment, learning analytics, Serious games, teamwork competency

2014

Romero, Susana; Guenaga, Mariluz; Garcia-Zubia, Javier; Orduña, Pablo

New challenges in the Bologna Process using Remote Laboratories and Learning Analytics to support teachers in continuous assessment Conference

Computers in Education (SIIE), IEEE, 2014, ISBN: 978-1-4799-4428-6.

Abstract | Links | BibTeX | Tags: Bolonia Process, learning analytics, Remote laboratories

Romero, Susana; Guenaga, Mariluz; Garcia-Zubia, Javier; Orduña, Pablo

An automatic assessment model for remote laboratories Conference

Frontiers in Education Conference (FIE), IEEE, 2014, ISBN: 978-1-4799-3922-0.

Abstract | Links | BibTeX | Tags: Automatic Assessment, learning analytics, Remote laboratories

Jerez, Alex Rayón; Guenaga, Mariluz; Nuñez, Asier

Ensuring the integrity and interoperability of educational usage and social data through Caliper framework to support competency-assessment Conference

Frontiers in Education Conference , IEEE, 2014, ISBN: 978-1-4799-3922-0.

Abstract | Links | BibTeX | Tags: learning analytics, learning events

Jerez, Alex Rayón; Guenaga, Mariluz; Núñez, Asier

Supporting competency-assessment through a learning analytics approach using enriched rubrics Conference

2014, ISBN: 978-1-4503-2896-8.

Abstract | Links | BibTeX | Tags: data integration, Education, large-scale interoperability, learning analytics, learning dashboard

Garaizar, Pablo; Guenaga, Mariluz

A multimodal learning analytics view of HTML5 APIs: technical benefits and privacy risks Conference

2014.

Abstract | Links | BibTeX | Tags: API, Education, Ethics, HTML 5, learning analytics, multimodal, privacy

Jerez, Alex Rayón; Guenaga, Mariluz; Núñez, Asier

Heterogeneous Educational Data Integration and Knowledge Discovery to Supporting Competency Assessment in SCALA Web Tool Conference

8719 , Springer, Cham, 2014, ISBN: 978-3-319-11199-5.

Abstract | Links | BibTeX | Tags: competency-assessment, dashboard, learning analytics, learning metrics

Orduña, Pablo; Almeida, Aitor; Ros, Salvador; Garcia-Zubia, Javier; Lopez-de-Ipiña, Diego

Leveraging Non-explicit Social Communities for Learning Analytics in Mobile Remote Laboratories Journal Article

Journal of universal computer science, 20 (15), 2014.

Abstract | Links | BibTeX | Tags: data mining, learning analytics, Remote laboratories, social networks

2009

Jerez, Alex Rayón; Guenaga, Mariluz; Núñez, Asier

Integrating and visualizing learner and social data to elicit higher-order indicators in SCALA dashboard Journal Article

i-KNOW '14 Proceedings of the 14th International Conference on Knowledge Technologies and Data-driven Business, (28), 2009, ISBN: 978-1-4503-2769-5.

Abstract | Links | BibTeX | Tags: computer-assisted instruction, dashboard, data integration, information retrieval, large-scale interoperability, learning analytics, visual analytics