Á. Becerra, R. Cobos, and R. Daza, “A Multimodal Dataset of Student Oral Presentations with Sensors and Evaluation Data,” CoRR, vol. abs/2601.07576, 2026. DOI: 10.48550/arXiv.2601.07576
A. Alvarez, R. Cerezo, and M. Larrañaga, Eds., Proceedings of the Learning Analytics Summer Institute Spain, LASI Spain 2025, Vitoria-Gasteiz, Spain, May 26-27, 2025, vol. 4148. CEUR-WS.org, 2026 [Online]. Available: https://ceur-ws.org/Vol-4148
P. Buñay-Guisñan, J. A. Lara, A. Cano, R. Cerezo, and C. Romero, “Towards accessible AI for addressing students’ academic dropout: an auto machine learning and explainable artificial intelligence approach,” Univers. Access Inf. Soc., vol. 25, no. 1, p. 19, 2026. DOI: 10.1007/s10209-025-01278-4
D. Ayyappan, D. Hernández-Leo, R. Larson, L. Elhai, J. Chatain, and G. Li, “Understanding and Engaging Critical Resistance to AI in Education,” in Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems, CHI EA 2026, Barcelona, Spain, April 13-17, 2026, 2026, pp. 979:1–979:4. DOI: 10.1145/3772363.3778761
M. L. Viñuela, J. Á. Román-Gallego, M. L. Pérez-Delgado, M. Á. Conde, M.-C. Vega-Hernández, and H. Silva-Varela, “Detection of APTs by Machine Learning: A Performance Comparison,” Expert Syst. J. Knowl. Eng., vol. 43, no. 1, 2026. DOI: 10.1111/exsy.70181
M. Á. Conde, R. García-Pascual, F. J. Rodríguez-Sedano, and J. Á. Román-Gallego, “Expanding the lens: multi-institutional evidence on student use of ChatGPT in higher education,” Univers. Access Inf. Soc., vol. 25, no. 2, p. 48, 2026. DOI: 10.1007/s10209-026-01315-w
A. Vázquez-Ingelmo, D. Löfflad, A. García-Holgado, R. T. Sánchez, and D. Meurers, “From CEFR classification to generative AI materials: designing and validating the LATILL platform,” Univers. Access Inf. Soc., vol. 25, no. 2, p. 67, 2026. DOI: 10.1007/s10209-026-01333-8
A. Gómez, M.-J. Marco-Galindo, and J. Minguillón, “University Faculty Perceptions of Core Concepts in Introductory Programming Courses,” Rev. Iberoam. de Tecnol. del Aprendiz., vol. 21, pp. 346–355, 2026. DOI: 10.1109/RITA.2026.3690087
P. Topali, A. Ortega-Arranz, J. I. Asensio-Pérez, S. L. Villagrá-Sobrino, A. Martínez-Monés, and Y. Dimitriadis, “e-FeeD4Mi: human-centred design of personalised and contextualised feedback in MOOCs,” Behav. Inf. Technol., vol. 44, no. 5, pp. 1053–1070, 2025. DOI: 10.1080/0144929x.2024.2376201
C. Villa-Torrano et al., “Using learning design and learning analytics to promote, detect and support Socially-Shared Regulation of Learning: A systematic literature review,” Comput. Educ., vol. 232, p. 105261, 2025. DOI: 10.1016/j.compedu.2025.105261
V. Alonso-Prieto, Y. A. Dimitriadis, S. L. Villagrá-Sobrino, A. Ortega-Arranz, P. Topali, and A. Martínez-Monés, “Exploring How Teacher Agency Unfolds Within the Co-design of a Smart Learning Environment-Supported Learning Activity: A Case Study,” J. Inf. Technol. Educ. Res., vol. 24, p. 34, 2025. DOI: 10.28945/5615
J. A. Muñoz-Cristóbal, V. Gallego-Lema, H. F. Arribas-Cubero, G. Rodríguez-González, F. Hermida-Arias, and A. Martínez-Monés, “OrientaTree: A Mobile Tool for Geolocated Educational Orienteering,” IEEE Trans. Learn. Technol., vol. 18, pp. 484–497, 2025. DOI: 10.1109/TLT.2025.3559623
V. Alonso-Prieto, Y. A. Dimitriadis, S. L. Villagrá-Sobrino, A. Martínez-Monés, P. Topali, and A. Ortega-Arranz, “Inquiring into How Teacher Agency Unfolds within a Learning Analytics-Informed Co-Designed Scenario,” in Proceedings of the Learning Analytics Summer Institute Spain, LASI Spain 2025, Vitoria-Gasteiz, Spain, May 26-27, 2025, 2025 [Online]. Available: https://ceur-ws.org/Vol-4148/Paper4.pdf
V. Alonso-Prieto, S. L. Villagrá-Sobrino, Y. A. Dimitriadis, and A. Martínez-Monés, “Characterizing Teacher Agency in Processes of Evaluation, Co-Design, and Orchestration of Intelligent Technologies: A Multicase Study,” in Proceedings of the Learning Analytics Summer Institute Spain, LASI Spain 2025, Vitoria-Gasteiz, Spain, May 26-27, 2025, 2025 [Online]. Available: https://ceur-ws.org/Vol-4148/Paper14.pdf
A. Martínez-Monés et al., “Practices related to learning analytics and quality assurance in Secondary Education in Spain: Initial evidence from the QUALAS project,” in Proceedings of the Learning Analytics Summer Institute Spain, LASI Spain 2025, Vitoria-Gasteiz, Spain, May 26-27, 2025, 2025 [Online]. Available: https://ceur-ws.org/Vol-4148/Paper5.pdf
M. J. Rodríguez-Triana, R. Cobos, P. M. Moreno-Marcos, A. Balderas, and A. Martínez-Monés, “Challenges for LA in Europe: Contributions from SNOLA,” in Proceedings of the Learning Analytics Summer Institute Spain, LASI Spain 2025, Vitoria-Gasteiz, Spain, May 26-27, 2025, 2025 [Online]. Available: https://ceur-ws.org/Vol-4148/Paper10.pdf
M. J. Rodríguez-Triana, J. A. Muñoz-Cristóbal, V. Cardeñoso-Payo, A. Martínez-Monés, and J. Gallardo, Eds., Proceedings of the XXV International Conference on Human-Computer Interaction, Interacción 2025, Valladolid, Spain, September 3-5, 2025, vol. 4000. CEUR-WS.org, 2025 [Online]. Available: https://ceur-ws.org/Vol-4000
M. Giannakos et al., “The promise and challenges of generative AI in education,” Behav. Inf. Technol., vol. 44, no. 11, pp. 2518–2544, 2025. DOI: 10.1080/0144929x.2024.2394886
M. Ruskov et al., “D-SAIL - Transformative Curriculum Design: Digitalisation, Sustainability, and AI Literacy for 21st Century Learning,” in Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium, Blue Sky, and WideAIED - 26th International Conference, AIED 2025, Palermo, Italy, July 22-26, 2025, Proceedings, Part III, 2025, pp. 225–232. DOI: 10.1007/978-3-031-99267-4_28
M. Saban, L. P. Prieto, and Y. A. Dimitriadis, “A GenAI-Enhanced Platform for Personalized Doctoral Progress and Well-Being Support Through Single-Case Analytics,” in Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium, Blue Sky, and WideAIED - 26th International Conference, AIED 2025, Palermo, Italy, July 22-26, 2025, Proceedings, Part II, 2025, pp. 234–241. DOI: 10.1007/978-3-031-99264-3_29
S. N. Alkhasawneh, D. Hernández-Leo, and Y. A. Dimitriadis, “Experts’ Views on Generative AI’s Speculative Functions in Learning Design,” in Artificial Intelligence in Education - 26th International Conference, AIED 2025, Palermo, Italy, July 22-26, 2025, Proceedings, Part VI, 2025, pp. 235–242. DOI: 10.1007/978-3-031-98465-5_30
C. D. Kloos et al., “GENIE Learn: Human-Centered Generative AI-Enhanced Smart Learning Environments,” in Proceedings of the 17th International Conference on Computer Supported Education, CSEDU 2025, Porto, Portugal, April 1-3, 2025, Volume 2, 2025, pp. 15–26. DOI: 10.5220/0013076000003932
V. Alonso-Prieto, Y. A. Dimitriadis, L. P. Prieto, G. Zurita, and C. Álvarez, “Towards Capturing Teacher Agency Manifestations Within Orchestration Activities: A Conceptual-Analytical Framework,” in Two Decades of TEL. From Lessons Learnt to Challenges Ahead - 20th European Conference on Technology Enhanced Learning, EC-TEL 2025, Newcastle upon Tyne and Durham, UK, September 15-19, 2025, Proceedings, Part II, 2025, pp. 107–112. DOI: 10.1007/978-3-032-03873-9_9
M. Saban, L. P. Prieto, H. B. Díaz-Chavarría, and Y. A. Dimitriadis, “Doctoral Educational Technology (DET): A GenAI-Enhanced Platform to Support Doctoral Student Progress and Well-Being Through Single-Case Analytics,” in Two Decades of TEL. From Lessons Learnt to Challenges Ahead - 20th European Conference on Technology Enhanced Learning, EC-TEL 2025, Newcastle upon Tyne and Durham, UK, September 15-19, 2025, Proceedings, Part II, 2025, pp. 373–379. DOI: 10.1007/978-3-032-03873-9_52
M. Ruskov et al., Eds., Short Paper Proceedings of the D-SAIL Workshop on Transformative Curriculum Design - Digitalisation, Sustainability, and AI Literacy for 21st Century Learning co-located with 26th International Conference on Artificial Intelligence in Education (AIED 2025), Palermo, Italy, July 22nd, 2025, vol. 4051. CEUR-WS.org, 2025 [Online]. Available: https://ceur-ws.org/Vol-4051
M. Hlosta et al., Eds., Joint Proceedings of LAK 2025 Workshops co-located with 15th International Conference on Learning Analytics and Knowledge (LAK 2025), Dublin, Ireland, March 3-4, 2025, vol. 3995. CEUR-WS.org, 2025 [Online]. Available: https://ceur-ws.org/Vol-3995
A. Jiménez-Macías, P. J. Muñoz-Merino, P. M. Moreno-Marcos, and C. D. Kloos, “Evaluation of traditional machine learning algorithms for featuring educational exercises,” Appl. Intell., vol. 55, no. 6, p. 501, 2025. DOI: 10.1007/s10489-025-06386-5
C. D. Kloos et al., “How Challenges Become Opportunities: Micro-credentials and Artificial Intelligence,” in IEEE Global Engineering Education Conference, EDUCON 2025, London, United Kingdom, April 22-25, 2025, 2025, pp. 1–10. DOI: 10.1109/EDUCON62633.2025.11016509
P. M. Moreno-Marcos, M. R. Guillén, C. Alario-Hoyos, P. J. Muñoz-Merino, I. Estévez-Ayres, and C. D. Kloos, “Analysis of the Generalization of Students’ Success Predictive Models in a Series of Java MOOCs on edX,” in Digital Education: Shaping Sustainable Lifelong Learning for All in the Era of AI - 9th European MOOCs Stakeholders Summit, EMOOCs 2025, Paris, France, June 30 - July 2, 2025, Proceedings, 2025, pp. 36–45. DOI: 10.1007/978-3-032-00056-9_4
P. M. Moreno-Marcos, C. G. Antolín, C. Alario-Hoyos, P. J. Muñoz-Merino, and C. D. Kloos, “Integration of Multiple Sources to Anticipate Student Performance Using Learning Analytics,” in IEEE International Conference on Advanced Learning Technologies, ICALT 2025, Changhua, Taiwan, July 14-17, 2025, 2025, pp. 117–119. DOI: 10.1109/ICALT64023.2025.00039
P. M. Moreno-Marcos, P. J. Muñoz-Merino, and C. D. Kloos, “Improving generalizability of predictive models through course-related variables,” in Proceedings of the Learning Analytics Summer Institute Spain, LASI Spain 2025, Vitoria-Gasteiz, Spain, May 26-27, 2025, 2025 [Online]. Available: https://ceur-ws.org/Vol-4148/Paper9.pdf
P. M. Moreno-Marcos, M. C. Rello, C. Alario-Hoyos, P. J. Muñoz-Merino, I. Estévez-Ayres, and C. D. Kloos, “Predicting Deadline-Driven Learners and Dropout in MOOCs: An Analysis of Learners’ Behaviors,” in Proceedings of the Learning Analytics Summer Institute Spain, LASI Spain 2025, Vitoria-Gasteiz, Spain, May 26-27, 2025, 2025 [Online]. Available: https://ceur-ws.org/Vol-4148/Paper8.pdf
A. Borrero-Foncubierta, M. Rodriguez-Garcia, A. Muñoz, and J. M. Dodero, “Protecting privacy in the age of big data: exploring data linking methods for quasi-identifier selection,” Int. J. Inf. Sec., vol. 24, no. 1, p. 37, 2025. DOI: 10.1007/s10207-024-00944-7
R. Baena-Pérez, I. Ruiz-Rube, J. M. Mota, and J. M. Dodero, “NAVI Assistant: A tool to integrate chatbots into EUD Solutions,” SoftwareX, vol. 29, p. 101972, 2025. DOI: 10.1016/j.softx.2024.101972
D. D. Mitri et al., “The Second International Workshop on Multimodal Artificial Intelligence in Education (MAIEd’25),” in Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium, Blue Sky, and WideAIED - 26th International Conference, AIED 2025, Palermo, Italy, July 22-26, 2025, Proceedings, Part III, 2025, pp. 292–299. DOI: 10.1007/978-3-031-99267-4_38
Á. Becerra, R. Daza, R. Cobos, A. Morales, M. Cukurova, and J. Fierrez, “AI-Based Multimodal Biometrics for Detecting Smartphone Distractions: Application to Online Learning,” in Two Decades of TEL. From Lessons Learnt to Challenges Ahead - 20th European Conference on Technology Enhanced Learning, EC-TEL 2025, Newcastle upon Tyne and Durham, UK, September 15-19, 2025, Proceedings, Part I, 2025, pp. 31–46. DOI: 10.1007/978-3-032-03870-8_3
Á. Becerra and R. Cobos, “Enhancing the Professional Development of Engineering Students through an AI-Based Collaborative Feedback System,” in IEEE Global Engineering Education Conference, EDUCON 2025, London, United Kingdom, April 22-25, 2025, 2025, pp. 1–9. DOI: 10.1109/EDUCON62633.2025.11016499
Á. Becerra, D. Andres, P. Villegas, R. Daza, and R. Cobos, “MOSAIC-F: A Framework for Enhancing Students’ Oral Presentation Skills through Personalized Feedback,” in Proceedings of the Learning Analytics Summer Institute Spain, LASI Spain 2025, Vitoria-Gasteiz, Spain, May 26-27, 2025, 2025 [Online]. Available: https://ceur-ws.org/Vol-4148/Paper6.pdf
Á. Becerra, R. Daza, R. Cobos, A. Morales, and J. Fierrez, “M2LADS Demo: A System for Generating Multimodal Learning Analytics Dashboards,” CoRR, vol. abs/2502.15363, 2025. DOI: 10.48550/arXiv.2502.15363
Á. Becerra, D. Andres, P. Villegas, R. Daza, and R. Cobos, “MOSAIC-F: A Framework for Enhancing Students’ Oral Presentation Skills through Personalized Feedback,” CoRR, vol. abs/2506.08634, 2025. DOI: 10.48550/arXiv.2506.08634
Á. Becerra, R. Daza, R. Cobos, A. Morales, M. Cukurova, and J. Fierrez, “AI-based Multimodal Biometrics for Detecting Smartphone Distractions: Application to Online Learning,” CoRR, vol. abs/2506.17364, 2025. DOI: 10.48550/arXiv.2506.17364
Á. Becerra, R. Cobos, and C. Lang, “Enhancing Online Learning by Integrating Biosensors and Multimodal Learning Analytics for Detecting and Predicting Student Behavior: A Review,” CoRR, vol. abs/2509.07742, 2025. DOI: 10.48550/arXiv.2509.07742
Á. Becerra, P. Villegas, and R. Cobos, “Real-Time Multimodal Data Collection Using Smartwatches and Its Visualization in Education,” CoRR, vol. abs/2512.02651, 2025. DOI: 10.48550/arXiv.2512.02651
Á. Becerra and R. Cobos, “Leveraging Peer, Self, and Teacher Assessments for Generative AI-Enhanced Feedback,” CoRR, vol. abs/2512.18306, 2025. DOI: 10.48550/arXiv.2512.18306
M. Villamañe, A. Renobales-Irusta, and A. Álvarez, “A Preliminary Study on the Use of Generative Artificial Intelligence to Enrich Dashboards,” in Proceedings of the 17th International Conference on Computer Supported Education, CSEDU 2025, Porto, Portugal, April 1-3, 2025, Volume 2, 2025, pp. 265–272. DOI: 10.5220/0013265600003932
A. Álvarez, A. Renobales-Irusta, and M. Villamañe, “Data Storytelling in Learning Analytics: AI-Driven Competence Assessment,” in Proceedings of the 14th International Conference on Data Science, Technology and Applications, DATA 2025, Bilbao, Spain, June 10-12, 2025, 2025, pp. 536–543. DOI: 10.5220/0013567300003967
A. Renobales-Irusta, M. Villamañe, and A. Alvarez, “Enhancing Dashboards with Data Storytelling using Generative AI,” in Proceedings of the Learning Analytics Summer Institute Spain, LASI Spain 2025, Vitoria-Gasteiz, Spain, May 26-27, 2025, 2025 [Online]. Available: https://ceur-ws.org/Vol-4148/Paper7.pdf
A. López-García, J. Urquiza-Fuentes, A. J. Mendes, and M. Caeiro-Rodríguez, “Improving University Students’ Learning of Programming Using Customised Pseudocode,” Comput. Appl. Eng. Educ., vol. 33, no. 4, 2025. DOI: 10.1002/cae.70061
W. Chango, J. A. Lara, R. Cerezo, and C. Romero, “A review on data fusion in multimodal learning analytics and educational data mining,” CoRR, vol. abs/2511.20871, 2025. DOI: 10.48550/arXiv.2511.20871
A. Ghajari, A. Benito-Santos, S. Ros, V. Fresno, and E. González-Blanco, “Test-driving information theory-based compositional distributional semantics: A case study on Spanish song lyrics,” Knowl. Based Syst., vol. 319, p. 113549, 2025. DOI: 10.1016/j.knosys.2025.113549
P. Corral, R. Centeno, and V. Fresno, “Logic replicant: a new machine learning algorithm for multiclass classification in small datasets,” Mach. Learn. Sci. Technol., vol. 6, no. 2, p. 25012, 2025. DOI: 10.1088/2632-2153/adc86e
G. Marco, J. Gonzalo, and V. Fresno, “The Reader is the Metric: How Textual Features and Reader Profiles Explain Conflicting Evaluations of AI Creative Writing,” in Findings of the Association for Computational Linguistics, ACL 2025, Vienna, Austria, July 27 - August 1, 2025, 2025, pp. 25432–25449. DOI: 10.18653/v1/2025.findings-acl.1304
A. Benito-Santos, A. Ghajari, and V. Fresno, “Robust Estimation of Population-Level Effects in Repeated-Measures NLP Experimental Designs,” in Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025, 2025, pp. 33076–33089 [Online]. Available: https://aclanthology.org/2025.acl-long.1586/
E. Sánchez-Salido et al., “Bilingual Evaluation of Language Models on General Knowledge in University Entrance Exams with Minimal Contamination,” in Proceedings of the 31st International Conference on Computational Linguistics, COLING 2025, Abu Dhabi, UAE, January 19-24, 2025, 2025, pp. 6184–6200 [Online]. Available: https://aclanthology.org/2025.coling-main.413/
G. Marco, J. Gonzalo, and V. Fresno, “The Reader is the Metric: How Textual Features and Reader Profiles Explain Conflicting Evaluations of AI Creative Writing,” CoRR, vol. abs/2506.03310, 2025. DOI: 10.48550/arXiv.2506.03310
A. F. García et al., “BOE-XSUM: Extreme Summarization in Clear Language of Spanish Legal Decrees and Notifications,” CoRR, vol. abs/2509.24908, 2025. DOI: 10.48550/arXiv.2509.24908
A. Narbona and S. Ros, “Beyond Traditional OCR: Exploring the Efficiency of LLMs in Document Processing,” in Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2025) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2025), Zaragoza, Spain, September 23, 2025, 2025 [Online]. Available: https://ceur-ws.org/Vol-4098/PastReader2025_paper1.pdf
C. Cuenca-Enrique, L. Del-Río-Carazo, E. Acquila-Natale, and S. Iglesías-Pradas, “Addressing Connectivity Challenges in Solar Home Systems: A Monitoring Solution for Rural Electrification,” IEEE Access, vol. 13, pp. 114608–114621, 2025. DOI: 10.1109/ACCESS.2025.3585231
I.-D. Stanciu, Á. Hernández-García, M. Á. Conde, and N. Nistor, “Decoding a decade. Trends and evolution in learning analytics: A comprehensive synthesis,” Comput. Hum. Behav., vol. 165, p. 108526, 2025. DOI: 10.1016/j.chb.2024.108526
N. Sharma, E. Acquila-Natale, N. Dutta, and Á. Hernández-García, “A tale of stores and screens: Unveiling consumer behaviour in omnichannel retailing through the lens of behavioural reasoning,” Electron. Commer. Res. Appl., vol. 70, p. 101480, 2025. DOI: 10.1016/j.elerap.2025.101480
C. Alvarez, I. Amarasinghe, G. Zurita, D. H. Leo, L. Hakami, and L. A. Rojas, “Measurement of Teacher’s Orchestration Load: A Framework and a Case Study on Tool Flexibility,” IEEE Access, vol. 13, pp. 39035–39050, 2025. DOI: 10.1109/ACCESS.2025.3531241
R. A. L. Quintero, D. Hernández-Leo, D. Taibi, E. Theophilou, and J. R. S. Reina, “Analyzing factors influencing student engagement in an educative social media platform,” Behav. Inf. Technol., vol. 44, no. 11, pp. 2697–2712, 2025. DOI: 10.1080/0144929x.2024.2406259
D. Hernández-Leo and K. Ginoyan, “Supporting teachers’ value-sensitive reflections on the cost-benefit dynamics of technology in educational practices,” Br. J. Educ. Technol., vol. 56, no. 4, pp. 1350–1369, 2025. DOI: 10.1111/bjet.13592
M. Velamazán, P. Santos, J. R. Sánchez-Reina, and D. Hernández-Leo, “Optimising anonymity in CSCL: comparing collaboration between identified and anonymous-to-peers login modes,” Educ. Inf. Technol., vol. 30, no. 14, pp. 20237–20288, 2025. DOI: 10.1007/s10639-025-13504-w
H. Florido and D. Hernández-Leo, “Help-Seeking in Problem-Solving: Comparing Generative AI, Peers, and Teacher,” in Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium, Blue Sky, and WideAIED - 26th International Conference, AIED 2025, Palermo, Italy, July 22-26, 2025, Proceedings, Part III, 2025, pp. 11–18. DOI: 10.1007/978-3-031-99267-4_2
S. N. Alkhasawneh, G. Lampropoulos, and D. Hernández-Leo, “Generative AI in Learning Design: A Systematic Review,” in Artificial Intelligence in Education - 26th International Conference, AIED 2025, Palermo, Italy, July 22-26, 2025, Proceedings, Part IV, 2025, pp. 17–30. DOI: 10.1007/978-3-031-98459-4_2
A. A. Karl, E. Theophilou, and D. Hernández-Leo, “Artificial Fantasy: The Effect of Generative AI on Cognitive Empathy in Creative Problem Solving,” in Artificial Intelligence in Education - 26th International Conference, AIED 2025, Palermo, Italy, July 22-26, 2025, Proceedings, Part III, 2025, pp. 74–88. DOI: 10.1007/978-3-031-98420-4_6
C. Koyuturk et al., “Understanding Learner-LLM Chatbot Interactions and the Impact of Prompting Guidelines,” in Artificial Intelligence in Education - 26th International Conference, AIED 2025, Palermo, Italy, July 22-26, 2025, Proceedings, Part II, 2025, pp. 364–377. DOI: 10.1007/978-3-031-98417-4_26
J. R. S. Reina, E. Theophilou, and D. Hernández-Leo, “Social Interactions and Online Engagement in CSCL Environments: Examining a Measurement Scale,” in Collaboration Technologies and Social Computing - 31st International Conference, CollabTech 2025, Jakarta, Indonesia, November 4-7, 2025, Proceedings, 2025, pp. 29–38. DOI: 10.1007/978-3-032-10156-3_3
S. N. Alkhasawneh, D. Hernández-Leo, F. Guerrero-Solé, and F. Pérez, “Shifting Educator Perspectives: Exploring Evolving Views on Generative AI,” in Short Paper Proceedings of the D-SAIL Workshop on Transformative Curriculum Design - Digitalisation, Sustainability, and AI Literacy for 21st Century Learning co-located with 26th International Conference on Artificial Intelligence in Education (AIED 2025), Palermo, Italy, July 22nd, 2025, 2025, pp. 15–25 [Online]. Available: https://ceur-ws.org/Vol-4051/paper2.pdf
S. N. Alkhasawneh and D. Hernández-Leo, “Exploring Human-AI Collaboration in Flipped Learning Design: A Comparative Study of Generative AI and Pedagogical Patterns,” in Two Decades of TEL. From Lessons Learnt to Challenges Ahead - 20th European Conference on Technology Enhanced Learning, EC-TEL 2025, Newcastle upon Tyne and Durham, UK, September 15-19, 2025, Proceedings, Part II, 2025, pp. 101–106. DOI: 10.1007/978-3-032-03873-9_8
P. Ocheja, S. N. Alkhasawneh, E. Theophilou, H. Ogata, and D. Hernández-Leo, “Supporting Learning Design for Sustainable Development Using Large Language Models,” in Two Decades of TEL. From Lessons Learnt to Challenges Ahead - 20th European Conference on Technology Enhanced Learning, EC-TEL 2025, Newcastle upon Tyne and Durham, UK, September 15-19, 2025, Proceedings, Part II, 2025, pp. 206–211. DOI: 10.1007/978-3-032-03873-9_25
A. Ortiz-Beltrán, F. Marques, and D. Hernández-Leo, “Exploring the Complex Analytics Interplay of LMS Design, Usage, Academic Outcomes, and Perceived Workload: A Case Study,” in Two Decades of TEL. From Lessons Learnt to Challenges Ahead - 20th European Conference on Technology Enhanced Learning, EC-TEL 2025, Newcastle upon Tyne and Durham, UK, September 15-19, 2025, Proceedings, Part II, 2025, pp. 212–217. DOI: 10.1007/978-3-032-03873-9_26
M. Saar, A. Ljalikova, E. Theophilou, S. N. Alkhasawneh, and D. Hernández-Leo, “Empowering Teachers to Enhance Student High Order Thinking Skills with Artificial Intelligence Educational Tools,” in Two Decades of TEL. From Lessons Learnt to Challenges Ahead - 20th European Conference on Technology Enhanced Learning, EC-TEL 2025, Newcastle upon Tyne and Durham, UK, September 15-19, 2025, Proceedings, Part I, 2025, pp. 442–456. DOI: 10.1007/978-3-032-03870-8_30
C. Theißen and D. Hernández-Leo, “Evaluating the Impact of Debriefing Techniques on Student Outcomes After CSCL Activities,” in Two Decades of TEL. From Lessons Learnt to Challenges Ahead - 20th European Conference on Technology Enhanced Learning, EC-TEL 2025, Newcastle upon Tyne and Durham, UK, September 15-19, 2025, Proceedings, Part I, 2025, pp. 473–488. DOI: 10.1007/978-3-032-03870-8_32
D. Hernández-Leo and A. R. Garcia, “Reshaping ICT Engineering Identities: Ethical Insights from Cross-Professional Analogies,” in IEEE Global Engineering Education Conference, EDUCON 2025, London, United Kingdom, April 22-25, 2025, 2025, pp. 1–10. DOI: 10.1109/EDUCON62633.2025.11016330
P. Mateo-Gorina, E. Theophilou, J. R. S. Reina, and D. Hernández-Leo, “Groombuster: A Narrative Mini Game to Educate Teenagers About Online Grooming,” in IEEE International Conference on Advanced Learning Technologies, ICALT 2025, Changhua, Taiwan, July 14-17, 2025, 2025, pp. 62–64. DOI: 10.1109/ICALT64023.2025.00023
L. Hakami, D. H. Leo, and I. Amarasinghe, “Analysing Teacher Orchestration Actions When Using Alerting and Mirroring Dashboards in CSCL,” in IEEE International Conference on Advanced Learning Technologies, ICALT 2025, Changhua, Taiwan, July 14-17, 2025, 2025, pp. 88–92. DOI: 10.1109/ICALT64023.2025.00031
F. Marques, A. Ortiz-Beltrán, D. Hernández-Leo, and C. Castillo, “Institutional, Academic, and Learning Analytics: A Bibliometric Study,” in IEEE International Conference on Advanced Learning Technologies, ICALT 2025, Changhua, Taiwan, July 14-17, 2025, 2025, pp. 131–133. DOI: 10.1109/ICALT64023.2025.00043
K. E. Aadmi-Laamech, P. Santos, and D. Hernández-Leo, “The Integration of Student Well-being Following a HCLA Approach: Challenges and Recommendations,” in Joint Proceedings of LAK 2025 Workshops co-located with 15th International Conference on Learning Analytics and Knowledge (LAK 2025), Dublin, Ireland, March 3-4, 2025, 2025, pp. 110–115 [Online]. Available: https://ceur-ws.org/Vol-3995/HCLA25_paper1_short.pdf
A. Ortiz-Beltrán and D. Hernández-Leo, “Extracting Institutional Analytics features from LMS data: Towards bridging Learning Design Analytics and Learning Analytics,” in Proceedings of the Learning Analytics Summer Institute Spain, LASI Spain 2025, Vitoria-Gasteiz, Spain, May 26-27, 2025, 2025 [Online]. Available: https://ceur-ws.org/Vol-4148/Paper2.pdf
D. Ognibene et al., “Use Me Wisely: AI-Driven Assessment for LLM Prompting Skills Development,” CoRR, vol. abs/2503.02532, 2025. DOI: 10.48550/arXiv.2503.02532
C. Koyuturk et al., “Understanding Learner-LLM Chatbot Interactions and the Impact of Prompting Guidelines,” CoRR, vol. abs/2504.07840, 2025. DOI: 10.48550/arXiv.2504.07840
S. López-Pernas, M. Saqr, M. Á. Conde, M. Apiola, and M. Tedre, “Mapping Computer Engineering Education Research: A Topic Analysis,” Computer, vol. 58, no. 1, pp. 66–75, 2025. DOI: 10.1109/MC.2024.3349913
M. Á. Conde, J. A. García-Esteban, J. Á. Román-Gallego, and S. López-Pernas, “Analysing Student Engagement Through the Definition of Educational Escape Rooms,” in Learning and Collaboration Technologies - 12th International Conference, LCT 2025, Held as Part of the 27th HCI International Conference, HCII 2025, Gothenburg, Sweden, June 22-27, 2025, Proceedings, Part III, 2025, pp. 3–14. DOI: 10.1007/978-3-031-93746-0_1
S. López-Pernas, K. Misiejuk, J. Jovanovic, M. R. Milic, M. Á. Conde, and M. Saqr, “chatgptscrapeR: A Tool for Retrieving Student-AI Interactions,” in IEEE International Conference on Advanced Learning Technologies, ICALT 2025, Changhua, Taiwan, July 14-17, 2025, 2025, pp. 134–136. DOI: 10.1109/ICALT64023.2025.00044
N. Zdravkovic, D. Domazet, S. López-Pernas, M. Á. Conde, and P. Vijayakumar, Eds., Proceedings of the 15th International Conference on Business Information Security (BISEC 2024), City of Niš, Serbia, November 28th and 29th, 2024, vol. 3971. CEUR-WS.org, 2025 [Online]. Available: https://ceur-ws.org/Vol-3971
M. Saqr, S. López-Pernas, M. Á. Conde, M. R. Milic, and E. Kisic, Eds., Proceedings of the 15th International Conference on e-Learning (eLearning 2024), Belgrade, Serbia, September 26th and 27th, 2024, vol. 3938. CEUR-WS.org, 2025 [Online]. Available: https://ceur-ws.org/Vol-3938
T. Oliveira and M. Freire-Morán, “A systematic literature review of serious games teaching sign language,” Interact. Learn. Environ., vol. 33, no. 5, pp. 3230–3244, 2025. DOI: 10.1080/10494820.2024.2444531
A. Calvo-Morata, J. S. Berthilier, C. Alonso-Fernández, M. Freire, I. Martínez-Ortiz, and B. Fernández-Manjón, “Full software support for game learning analytics,” in Proceedings of the Learning Analytics Summer Institute Spain, LASI Spain 2025, Vitoria-Gasteiz, Spain, May 26-27, 2025, 2025 [Online]. Available: https://ceur-ws.org/Vol-4148/Paper1.pdf
A. Vázquez-Ingelmo, A. García-Holgado, F. J. García-Peñalvo, R. Therón, and R. Colomo-Palacios, “A new frontier in dashboard design: Evaluating an innovative meta-modelling approach through expert insights,” Expert Syst. J. Knowl. Eng., vol. 42, no. 1, 2025. DOI: 10.1111/exsy.13560
P. Pérez-Sánchez et al., “Semantic and Visual Pathways to Artificial intelligence Literacy. Challenges and Lessons Learned in the Medical Domain,” Int. J. Web Inf. Syst., vol. 21, no. 1, pp. 1–23, 2025. DOI: 10.4018/ijswis.384516
A. García-Holgado et al., “Development of a Living Lab Model Driven by Artificial Intelligence and Sustainability: DETAILLs Project,” in Learning and Collaboration Technologies - 12th International Conference, LCT 2025, Held as Part of the 27th HCI International Conference, HCII 2025, Gothenburg, Sweden, June 22-27, 2025, Proceedings, Part II, 2025, pp. 247–256. DOI: 10.1007/978-3-031-93567-1_17
A. Vázquez-Ingelmo, I. R. Nieto-Campo, A. García-Holgado, F. J. García-Peñalvo, A. Sánchez-Puente, and P. L. Sánchez, “From spreadsheets to interfaces: redesigning clinical variable definition through interactive workflows,” in Proceedings of the XXV International Conference on Human-Computer Interaction, Interacción 2025, Valladolid, Spain, September 3-5, 2025, 2025 [Online]. Available: https://ceur-ws.org/Vol-4000/paper13.pdf
M.-J. Marco-Galindo, J. Minguillón, D. García-Solórzano, and T. Sancho-Vinuesa, “Intervention for Students Repeating a CS1 Online Course: Analyzing Their Performance, Behavior, and Perceptions,” ACM Trans. Comput. Educ., vol. 25, no. 3, pp. 1–30, 2025. DOI: 10.1145/3743685
P. Topali, A. Ortega-Arranz, M. J. Rodríguez-Triana, E. Er, M. Khalil, and G. Akçapinar, “Designing human-centered learning analytics and artificial intelligence in education solutions: a systematic literature review,” Behav. Inf. Technol., vol. 44, no. 5, pp. 1071–1098, 2025. DOI: 10.1080/0144929x.2024.2345295
L. M. H. D. Silva, M. J. Rodríguez-Triana, I.-A. Chounta, and G. Pishtari, “Curriculum analytics in higher education institutions: a systematic literature review,” J. Comput. High. Educ., vol. 37, no. 3, pp. 898–944, 2025. DOI: 10.1007/s12528-024-09410-8
M. J. Rodríguez-Triana et al., “Code-Aware LLM Prompting in Deductive Qualitative Analysis: A Study in Multi-framework Analysis of Learning Designs,” in Two Decades of TEL. From Lessons Learnt to Challenges Ahead - 20th European Conference on Technology Enhanced Learning, EC-TEL 2025, Newcastle upon Tyne and Durham, UK, September 15-19, 2025, Proceedings, Part I, 2025, pp. 427–441. DOI: 10.1007/978-3-032-03870-8_29
J. Arnedo-Moreno and D. García-Solórzano, “Programming Fun(damentals): Using commercial video games to teach basic coding to adult learners,” Entertain. Comput., vol. 52, p. 100850, 2025. DOI: 10.1016/j.entcom.2024.100850
A. Ortega-Arranz et al., “Collaborative activities in hybrid learning environments: Exploring teacher orchestration load and students’ perceptions,” Comput. Educ., vol. 219, p. 105105, 2024. DOI: 10.1016/j.compedu.2024.105105
P. Topali, R. Cobos, U. Agirre-Uribarren, A. Martínez-Monés, and S. Villagrá-Sobrino, “’Instructor in action’: Co-design and evaluation of human-centred LA-informed feedback in MOOCs,” J. Comput. Assist. Learn., vol. 40, no. 6, pp. 3149–3166, 2024. DOI: 10.1111/jcal.13057
A. Martínez-Monés, “The Teacher in the Loop: Co-design Approaches to Increase Teacher Agency with Learning Analytics,” in Proceedings of the 16th International Conference on Computer Supported Education, CSEDU 2024, Angers, France, May 2-4, 2024, Volume 1, 2024, p. 5
Y. A. Dimitriadis, R. Cerezo, A. Balderas, A. Martínez-Monés, and D. Spikol, Eds., Proceedings of the Doctoral Consortium of the Learning Analytics Summer Institute Europe 2024 (LASI Europe 2024 DC), Jerez de la Frontera, Spain, May 29-31, 2024, vol. 3738. CEUR-WS.org, 2024 [Online]. Available: https://ceur-ws.org/Vol-3738
S. B. Shum, R. M. Maldonado, Y. A. Dimitriadis, and P. Santos, “Human-Centred Learning Analytics: 2019-24,” Br. J. Educ. Technol., vol. 55, no. 3, pp. 755–768, 2024. DOI: 10.1111/bjet.13442
K. J. Wiley, Y. A. Dimitriadis, and M. C. Linn, “A human-centred learning analytics approach for developing contextually scalable K-12 teacher dashboards,” Br. J. Educ. Technol., vol. 55, no. 3, pp. 845–885, 2024. DOI: 10.1111/bjet.13383
P. Chejara et al., “The Impact of Attribute Noise on the Automated Estimation of Collaboration Quality Using Multimodal Learning Analytics in Authentic Classrooms,” J. Learn. Anal., vol. 11, no. 2, pp. 73–90, 2024. DOI: 10.18608/jla.2024.8253
A. C. Martín, C. Alario-Hoyos, P. M. Moreno-Marcos, and C. D. Kloos, “Student and teacher impact on the use of telepresence classrooms,” Educ. Inf. Technol., vol. 29, no. 16, pp. 21355–21378, 2024. DOI: 10.1007/s10639-024-12618-x
C. D. Kloos et al., “How can Generative AI Support Education?,” in IEEE Global Engineering Education Conference, EDUCON 2024, Kos Island, Greece, May 8-11, 2024, 2024, pp. 1–7. DOI: 10.1109/EDUCON60312.2024.10578716
J. A. C. Hernández, M. Palomo-Duarte, J. M. Dodero, and D. Gasevic, “Supporting Skill Assessment in Learning Experiences Based on Serious Games Through Process Mining Techniques,” Int. J. Interact. Multim. Artif. Intell., vol. 8, no. 6, p. 146, 2024. DOI: 10.9781/ijimai.2023.05.002
A. Álvarez-Ayllón, M. Palomo-Duarte, and J. M. Dodero, “PresQ: Discovery of Multidimensional Equally-Distributed Dependencies via Quasi-Cliques on Hypergraphs,” IEEE Trans. Emerg. Top. Comput., vol. 12, no. 1, pp. 224–239, 2024. DOI: 10.1109/TETC.2022.3198252
A. Balderas, R. Baena-Pérez, T. Person, J. M. Mota, and I. Ruiz-Rube, “Chatbot-Based Learning Platform for SQL Training,” Int. J. Interact. Multim. Artif. Intell., vol. 8, no. 6, p. 135, 2024. DOI: 10.9781/ijimai.2022.05.003
R. Baena-Pérez, I. Ruiz-Rube, J. M. Mota, A. Berns, and A. Balderas, “Visual authoring of virtual reality conversational scenarios for e-learning,” Univers. Access Inf. Soc., vol. 23, no. 1, pp. 227–244, 2024. DOI: 10.1007/s10209-022-00934-3
N. H. Rodríguez, J. L. I. Montes, and A. Balderas, “Usability Evaluation of EvalCOMIX-FLOASS: A Virtual Environment for the Assessment of Learning Outcomes,” in International Symposium on Computers in Education, SIIE 2024, A Coruña, Spain, June 19-21, 2024, 2024, pp. 1–6. DOI: 10.1109/SIIE63180.2024.10604474
Á. Becerra, Z. Mohseni, J. Sanz, and R. Cobos, “A Generative AI-Based Personalized Guidance Tool for Enhancing the Feedback to MOOC Learners,” in IEEE Global Engineering Education Conference, EDUCON 2024, Kos Island, Greece, May 8-11, 2024, 2024, pp. 1–8. DOI: 10.1109/EDUCON60312.2024.10578809
Á. Becerra et al., “Biometrics and Behavior Analysis for Detecting Distractions in e- Learning,” in International Symposium on Computers in Education, SIIE 2024, A Coruña, Spain, June 19-21, 2024, 2024, pp. 1–6. DOI: 10.1109/SIIE63180.2024.10604582
M. Navarro, Á. Becerra, R. Daza, R. Cobos, A. Morales, and J. Fiérrez, “VAAD: Visual Attention Analysis Dashboard Applied to e-Learning,” in International Symposium on Computers in Education, SIIE 2024, A Coruña, Spain, June 19-21, 2024, 2024, pp. 1–6. DOI: 10.1109/SIIE63180.2024.10604520
Á. Becerra et al., “Biometrics and Behavioral Modelling for Detecting Distractions in Online Learning,” CoRR, vol. abs/2405.15434, 2024. DOI: 10.48550/arXiv.2405.15434
M. Navarro, Á. Becerra, R. Daza, R. Cobos, A. Morales, and J. Fiérrez, “Visual Attention Analysis in Online Learning,” CoRR, vol. abs/2405.20091, 2024. DOI: 10.48550/arXiv.2405.20091
R. Daza, Á. Becerra, R. Cobos, J. Fiérrez, and A. Morales, “IMPROVE: Impact of Mobile Phones on Remote Online Virtual Education,” CoRR, vol. abs/2412.14195, 2024. DOI: 10.48550/arXiv.2412.14195
M. Villamañe and A. Alvarez, “Facilitating and automating usability testing of educational technologies,” Comput. Appl. Eng. Educ., vol. 32, no. 3, 2024. DOI: 10.1002/cae.22725
A. Alvarez and M. Villamañe, “Facilitating complex assessment using Moodle,” Interact. Learn. Environ., vol. 32, no. 2, pp. 585–599, 2024. DOI: 10.1080/10494820.2022.2091614
A. A. ElSayed, M. Caeiro-Rodríguez, F. A. Mikic-Fonte, A. L. López, and M. L. Nistal, “Measuring and Promoting Self-Regulated Learning Using Spaced Questionnaires,” IEEE Access, vol. 12, pp. 158837–158853, 2024. DOI: 10.1109/ACCESS.2024.3457238
A. L. López, M. Caeiro-Rodríguez, F. A. Mikic-Fonte, and M. L. Nistal, “Systematic review of subjective validation methods for computerized colonoscopy simulators,” Health Informatics J., vol. 30, no. 3, 2024. DOI: 10.1177/14604582241279692
G. Senka et al., “Using a Game to Educate About Sustainable Development,” Multimodal Technol. Interact., vol. 8, no. 11, p. 96, 2024. DOI: 10.3390/mti8110096
M. Liz-Domínguez, M. Caeiro-Rodríguez, M. L. Nistal, and F. A. Mikic-Fonte, “WIP: Unflipping the Classroom: Analyzing the Consequences of Toning Down Blended Learning,” in IEEE Frontiers in Education Conference, FIE 2024, Washington, DC, USA, October 13-16, 2024, 2024, pp. 1–5. DOI: 10.1109/FIE61694.2024.10892941
M. Caeiro-Rodríguez, A. L. López, F. A. Mikic-Fonte, M. Liz-Domínguez, and M. L. Nistal, “WIP: Improving Digital Course Catalogues for an Enhanced Mobility in the Erasmus Higher Education Context,” in IEEE Frontiers in Education Conference, FIE 2024, Washington, DC, USA, October 13-16, 2024, 2024, pp. 1–5. DOI: 10.1109/FIE61694.2024.10892940
M. Caeiro-Rodríguez, F. A. Mikic-Fonte, M. L. Nistal, A. L. López, M. Liz-Domínguez, and N. Yarovenko-Kuzminykh, “Limitations and Challenges for the Digitising of Course Catalogues in Erasmus+ Contexts,” in International Symposium on Computers in Education, SIIE 2024, A Coruña, Spain, June 19-21, 2024, 2024, pp. 1–6. DOI: 10.1109/SIIE63180.2024.10604505
N. Yarovenko-Kuzminykh, M. Caeiro-Rodríguez, F. A. Mikic-Fonte, and M. L. Nistal, “Using a generative AI chatbot for SRL measurement and intervention,” in International Symposium on Computers in Education, SIIE 2024, A Coruña, Spain, June 19-21, 2024, 2024, pp. 1–6. DOI: 10.1109/SIIE63180.2024.10604531
R. Cerezo, J. A. Lara, R. Azevedo, and C. Romero, “Reviewing the differences between learning analytics and educational data mining: Towards educational data science,” Comput. Hum. Behav., vol. 154, p. 108155, 2024. DOI: 10.1016/j.chb.2024.108155
P. Buñay-Guisñan, J. A. Lara, A. Cano, R. Cerezo, and C. Romero, “Easing the Prediction of Student Dropout for everyone integration AutoML and Explainable Artificial Intelligence,” in Proceedings of the 17th International Conference on Educational Data Mining, EDM 2024, Atlanta, Georgia, USA, July 14-17, 2024, 2024 [Online]. Available: https://educationaldatamining.org/edm2024/proceedings/2024.EDM-posters.98/index.html
R. Cerezo, V. Calderón, and C. Romero, “A holographic mobile-based application for practicing pronunciation of basic English vocabulary for Spanish speaking children,” CoRR, vol. abs/2402.07897, 2024. DOI: 10.48550/arXiv.2402.07897
W. Chango, R. Cerezo, and C. Romero, “Multi-source and multimodal data fusion for predicting academic performance in blended learning university courses,” CoRR, vol. abs/2403.05552, 2024. DOI: 10.48550/arXiv.2403.05552
W. Chango, R. Cerezo, M. Sánchez-Santillán, R. Azevedo, and C. Romero, “Improving prediction of students’ performance in intelligent tutoring systems using attribute selection and ensembles of different multimodal data sources,” CoRR, vol. abs/2403.07194, 2024. DOI: 10.48550/arXiv.2403.07194
R. Cerezo, A. Bogarín, M. Esteban, and C. Romero, “Process mining for self-regulated learning assessment in e-learning,” CoRR, vol. abs/2403.12068, 2024. DOI: 10.48550/arXiv.2403.12068
C. García-Martínez, R. Cerezo, M. Bermúdez, and C. Romero, “Improving essay peer grading accuracy in MOOCs using personalized weights from student’s engagement and performance,” CoRR, vol. abs/2412.13348, 2024. DOI: 10.48550/arXiv.2412.13348
E. Sánchez-Salido et al., “Bilingual Evaluation of Language Models on General Knowledge in University Entrance Exams with Minimal Contamination,” CoRR, vol. abs/2409.12746, 2024. DOI: 10.48550/arXiv.2409.12746
M. D. Sisto, L. Hernández-Lorenzo, J. de la Rosa, S. Ros, and E. González-Blanco, “Understanding poetry using natural language processing tools: a survey,” Digit. Scholarsh. Humanit., vol. 39, no. 2, pp. 500–521, 2024. DOI: 10.1093/llc/fqae001
A. Ghajari, S. Ros, and Á. Pérez, “Querying the Depths: Unveiling the Strengths and Struggles of Large Language Models in SPARQL Generation,” Proces. del Leng. Natural, vol. 73, pp. 271–281, 2024 [Online]. Available: http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6616
F. J. C. Riudavets et al., “CLARIAH-ES: Strategic Network for the Integration in the European Research Infrastructures in Social Sciences and Humanities,” in Proceedings of the Seminar of the Spanish Society for Natural Language Processing: Projects and System Demonstrations (SEPLN-CEDI-PD 2024) co-located with the 7th Spanish Conference on Informatics (CEDI 2024), A Coruña, Spain, June 19-20, 2024, 2024, pp. 30–35 [Online]. Available: https://ceur-ws.org/Vol-3729/p7_rev.pdf
Á. Hernández-García, C. Cuenca-Enrique, L. Del-Río-Carazo, and S. Iglesías-Pradas, “Exploring the relationship between LMS interactions and academic performance: A Learning Cycle approach,” Comput. Hum. Behav., vol. 155, p. 108183, 2024. DOI: 10.1016/j.chb.2024.108183
A. A. Gruzd and Á. Hernández-García, “A balancing act: how risk mitigation strategies employed by users explain the privacy paradox on social media,” Behav. Inf. Technol., vol. 43, no. 1, pp. 21–39, 2024. DOI: 10.1080/0144929x.2022.2152366
E. Theophilou, J. R. S. Reina, D. Hernández-Leo, V. Odakura, I. Amarasinghe, and R. A. L. Quintero, “The effect of a group awareness tool in synchronous online discussions: studying participation, quality and balance,” Behav. Inf. Technol., vol. 43, no. 6, pp. 1149–1163, 2024. DOI: 10.1080/0144929x.2023.2200543
L. Hakami, D. Hernández-Leo, I. Amarasinghe, and B. Sayis, “Investigating teacher orchestration load in scripted CSCL: A multimodal data analysis perspective,” Br. J. Educ. Technol., vol. 55, no. 5, pp. 1926–1949, 2024. DOI: 10.1111/bjet.13500
M. Calvera-Isabal, P. Santos, and D. Hernández-Leo, “Towards Citizen Science-Inspired Learning Activities: The Co-design of an Exploration Tool for Teachers Following a Human-Centred Design Approach,” Int. J. Hum. Comput. Interact., vol. 40, no. 14, pp. 3805–3826, 2024. DOI: 10.1080/10447318.2023.2201554
B. Tabuenca et al., “Greening smart learning environments with Artificial Intelligence of Things,” Internet Things, vol. 25, p. 101051, 2024. DOI: 10.1016/j.iot.2023.101051
I. Amarasinghe, K. Michos, F. Crespi, and D. Hernández-Leo, “Learning analytics support to teachers’ design and orchestrating tasks,” J. Comput. Assist. Learn., vol. 40, no. 6, pp. 2416–2431, 2024. DOI: 10.1111/jcal.12711
E. Theophilou, D. Hernández-Leo, and V. Gómez, “Gender-based learning and behavioural differences in an educational social media platform,” J. Comput. Assist. Learn., vol. 40, no. 6, pp. 2544–2557, 2024. DOI: 10.1111/jcal.12927
E. Theophilou, R. A. L. Quintero, D. Hernández-Leo, J. R. S. Reina, and D. Ognibene, “Embedding Educational Narrative Scripts in a Social Media Environment,” IEEE Trans. Learn. Technol., vol. 17, pp. 1820–1833, 2024. DOI: 10.1109/TLT.2024.3409063
P. Santos, N. F. G. Páez, D. Hernández-Leo, K. Michos, and M. Carrió, “Motivational Dynamics and Platform Design in Online Communities of Teachers: A Multi-case Study,” in Collaboration Technologies and Social Computing - 30th International Conference, CollabTech 2024, Barcelona, Spain, September 11-14, 2024, Proceedings, 2024, pp. 29–44. DOI: 10.1007/978-3-031-67998-8_3
K. E. Aadmi-Laamech, P. Santos, and D. Hernández-Leo, “Adaptation of a Self-determination Theory-Based Questionnaire on Collaborative Classroom Dynamics,” in Collaboration Technologies and Social Computing - 30th International Conference, CollabTech 2024, Barcelona, Spain, September 11-14, 2024, Proceedings, 2024, pp. 45–60. DOI: 10.1007/978-3-031-67998-8_4
E. Theophilou, J. R. S. Reina, V. Odakura, and D. Hernández-Leo, “An Exploratory Study on Empathy and Online Discussions in Computer Supported Collaborative Learning,” in Collaboration Technologies and Social Computing - 30th International Conference, CollabTech 2024, Barcelona, Spain, September 11-14, 2024, Proceedings, 2024, pp. 129–143. DOI: 10.1007/978-3-031-67998-8_9
A. Gutiérrez-Ferré, D. Hernández-Leo, and J. R. S. Reina, “Generative AI Chatbot in PyramidApp: Students’ Behaviors and Design Principles,” in Collaboration Technologies and Social Computing - 30th International Conference, CollabTech 2024, Barcelona, Spain, September 11-14, 2024, Proceedings, 2024, pp. 248–256. DOI: 10.1007/978-3-031-67998-8_19
H. Florido and D. Hernández-Leo, “Generative AI Collaboration in the Orchestration of Supervised Classroom Problem Solving,” in Collaboration Technologies and Social Computing - 30th International Conference, CollabTech 2024, Barcelona, Spain, September 11-14, 2024, Proceedings, 2024, pp. 257–264. DOI: 10.1007/978-3-031-67998-8_20
L. Albó, I. Noguera, D. Hernández-Leo, A. P. Afonso, D. Agostini, and S. N. Alkhasawneh, “FLeD Learning Design Tool: Scaffolding Flexible Scenarios Through the Use of Flipped Learning Patterns,” in Technology Enhanced Learning for Inclusive and Equitable Quality Education - 19th European Conference on Technology Enhanced Learning, EC-TEL 2024, Krems, Austria, September 16-20, 2024, Proceedings, Part II, 2024, pp. 209–215. DOI: 10.1007/978-3-031-72312-4_29
D. Hernández-Leo, B. Beltrán-Beltrán, K. Ginoyan, I. González-Cabezas, F. Pérez-Basso, and S. N. Alkhasawneh, “REOJocs: A Card Game About Teacher Community and Open Educational Resources Platforms,” in Technology Enhanced Learning for Inclusive and Equitable Quality Education - 19th European Conference on Technology Enhanced Learning, EC-TEL 2024, Krems, Austria, September 16-20, 2024, Proceedings, Part II, 2024, pp. 229–234. DOI: 10.1007/978-3-031-72312-4_32
M. Velamazán, P. Santos, and D. H. Leo, “How to Design Features for Promoting Social and Emotional Interactions During Computer Supported Collaborative Learning,” in Learning and Collaboration Technologies - 11th International Conference, LCT 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Washington, DC, USA, June 29 - July 4, 2024, Proceedings, Part I, 2024, pp. 124–144. DOI: 10.1007/978-3-031-61672-3_9
P. Santos, C. Álvarez, D. Hernández-Leo, M. Kobayashi, and G. Zurita, Eds., Collaboration Technologies and Social Computing - 30th International Conference, CollabTech 2024, Barcelona, Spain, September 11-14, 2024, Proceedings, vol. 14890. Springer, 2024. DOI: 10.1007/978-3-031-67998-8
K. E. Aadmi-Laamech, P. Santos, and D. Hernández-Leo, “Leveraging User Experience and Learning Analytics for Enhanced Student Well-being,” CoRR, vol. abs/2412.02457, 2024. DOI: 10.48550/arXiv.2412.02457
M. Á. Conde and F. J. Rodríguez-Sedano, “Is learning analytics applicable and applied to education of students with intellectual/developmental disabilities? A systematic literature review,” Comput. Hum. Behav., vol. 155, p. 108184, 2024. DOI: 10.1016/j.chb.2024.108184
F. J. Rodríguez-Sedano, M. Á. Conde, F. J. Rodríguez-Lera, and J. Chaparro-Peláez, “Measuring the impact of haptic feedback in collaborative robotic scenarios,” Univers. Access Inf. Soc., vol. 23, no. 3, pp. 1031–1049, 2024. DOI: 10.1007/s10209-023-01040-8
M. Saqr, M. R. Milic, K. Pancheva, J. Jovic, E. Peltekova, and M. Á. Conde, “A multimethod synthesis of Covid-19 education research: the tightrope between covidization and meaningfulness,” Univers. Access Inf. Soc., vol. 23, no. 3, pp. 1163–1176, 2024. DOI: 10.1007/s10209-023-00989-w
M. Á. G. Santamarta, F. J. Rodríguez-Lera, M. Á. C. González, F. J. Rodríguez-Sedano, and C. F. Llamas, “Exploring the Use of LLMs for Teaching AI and Robotics Concepts at a Master’s Degree,” in Advances in Artificial Intelligence - 20th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2024, A Coruña, Spain, June 19-21, 2024, Proceedings, 2024, pp. 254–263. DOI: 10.1007/978-3-031-62799-6_26
L. Brancalião, M. Alvarez, J. P. Coelho, M. Conde, P. G. Costa, and J. Gonçalves, “Programming Mobile Robots in an Educational Context: a Hardware-in-the-loop Approach,” in 10th International Conference on Control, Decision and Information Technologies, CoDIT 2024, Vallette, Malta, July 1-4, 2024, 2024, pp. 1820–1824. DOI: 10.1109/CoDIT62066.2024.10708336
M. Á. Conde and J. Á. Román-Gallego, “Do Engineering Students Know How to Use Generative Artificial Intelligence? A Case Study,” in Learning and Collaboration Technologies - 11th International Conference, LCT 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Washington, DC, USA, June 29 - July 4, 2024, Proceedings, Part III, 2024, pp. 241–254. DOI: 10.1007/978-3-031-61691-4_16
M. Á. Conde et al., “ROBOSTEAMSEN Project - Training SEN Teachers to Use Robotics for Fostering STEAM and Develop Computational Thinking,” in International Symposium on Computers in Education, SIIE 2024, A Coruña, Spain, June 19-21, 2024, 2024, pp. 1–6. DOI: 10.1109/SIIE63180.2024.10604649
N. Zdravkovic, D. Domazet, S. López-Pernas, M. Á. Conde, and P. Vijayakumar, Eds., Proceedings of the 14th International Conference on Business Information Security (BISEC 2023), City of Niš, Serbia, November 24th, 2023, vol. 3676. CEUR-WS.org, 2024 [Online]. Available: https://ceur-ws.org/Vol-3676
M. Saqr, S. López-Pernas, M. Á. Conde, and M. R. Milic, Eds., Proceedings 14th International Conference on eLearning (eLearning-2023), Belgrade, Serbia, September 28-29, 2023, vol. 3696. CEUR-WS.org, 2024 [Online]. Available: https://ceur-ws.org/Vol-3696
M. Á. Conde, M. do Rosário Rodrigues, and F. J. García-Peñalvo, Eds., International Symposium on Computers in Education, SIIE 2024, A Coruña, Spain, June 19-21, 2024. IEEE, 2024. DOI: 10.1109/SIIE63180.2024
I. J. Pérez-Colado, M. Freire-Morán, A. Calvo-Morata, V. M. Pérez-Colado, and B. Fernández-Manjón, “AI Asyet Another Tool in Undergraduate Student Projects: Preliminary Results,” in IEEE Global Engineering Education Conference, EDUCON 2024, Kos Island, Greece, May 8-11, 2024, 2024, pp. 1–7. DOI: 10.1109/EDUCON60312.2024.10578883
A. Khakpour, A. Vázquez-Ingelmo, R. Colomo-Palacios, F. J. García-Peñalvo, and A. Martini, “ModelViz: A Model-Driven Engineering Approach for Visual Analytics System Design,” IEEE Access, vol. 12, pp. 42667–42682, 2024. DOI: 10.1109/ACCESS.2024.3379268
A. Vázquez-Ingelmo, A. García-Holgado, S. Verdugo-Castro, R. Therón, and F. J. García-Peñalvo, “Data visualization and domain knowledge: Insights through focus groups of researchers in Spain,” Comput. Hum. Behav., vol. 155, p. 108162, 2024. DOI: 10.1016/j.chb.2024.108162
F. J. García-Peñalvo et al., “KoopaML: A Graphical Platform for Building Machine Learning Pipelines Adapted to Health Professionals,” Int. J. Interact. Multim. Artif. Intell., vol. 8, no. 6, p. 112, 2024. DOI: 10.9781/ijimai.2023.01.006
P. Antúnez-Muiños et al., “Assessing the Effectiveness of Textual Recommendations in KoopaML: A Comparative Study on Non-Expert Users’ ML Pipeline Development,” Int. J. Web Inf. Syst., vol. 20, no. 1, pp. 1–21, 2024. DOI: 10.4018/ijswis.340727
A. García-Holgado, A. Vázquez-Ingelmo, and F. J. García-Peñalvo, “Gender Mainstreaming and Diversity in Higher Education: An Experience in Software Engineering Education,” IEEE Trans. Educ., vol. 67, no. 5, pp. 712–723, 2024. DOI: 10.1109/TE.2024.3411409
M. Piñeiro, S. Puebla, A. Vázquez-Ingelmo, and C. Taramasco, “Detection of Urination Using Machine Learning and Acoustics,” in L Latin American Computer Conference, CLEI 2024, Buenos Aires, Argentina, August 12-16, 2024, 2024, pp. 1–4. DOI: 10.1109/CLEI64178.2024.10700353
A. Bucchiarone et al., “Teaching and Recognition of Skills in the Digital Era Through OER-Based Personalized and Gamified Learning: The ENCORE Project,” in IEEE Global Engineering Education Conference, EDUCON 2024, Kos Island, Greece, May 8-11, 2024, 2024, pp. 1–10. DOI: 10.1109/EDUCON60312.2024.10578861
A. Bucchiarone, A. Vázquez-Ingelmo, G. Schiavo, and A. García-Holgado, “Fostering an Open Community for Sharing and Generating Open Educational Resources,” in IEEE Global Engineering Education Conference, EDUCON 2024, Kos Island, Greece, May 8-11, 2024, 2024, pp. 1–3. DOI: 10.1109/EDUCON60312.2024.10578804
L. García-Holgado, F. J. García-Peñalvo, and A. Vázquez-Ingelmo, “A Gamified Learning Experience for Teaching European Values in English Lessons,” in Learning and Collaboration Technologies - 11th International Conference, LCT 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Washington, DC, USA, June 29 - July 4, 2024, Proceedings, Part II, 2024, pp. 31–44. DOI: 10.1007/978-3-031-61685-3_3
A. García-Holgado, A. Vázquez-Ingelmo, N. Shoeibi, R. Therón, and F. J. García-Peñalvo, “Enhancing Language Learning Through Human-Computer Interaction and Generative AI: LATILL Platform,” in Learning and Collaboration Technologies - 11th International Conference, LCT 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Washington, DC, USA, June 29 - July 4, 2024, Proceedings, Part III, 2024, pp. 255–265. DOI: 10.1007/978-3-031-61691-4_17
A. Vázquez-Ingelmo, A. García-Holgado, and J. Pozo-Zapatero, “A Proposal for an Interactive Assistant to Support Exploratory Data Analysis in Educational Settings,” in Learning and Collaboration Technologies - 11th International Conference, LCT 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Washington, DC, USA, June 29 - July 4, 2024, Proceedings, Part II, 2024, pp. 272–281. DOI: 10.1007/978-3-031-61685-3_20
A. Vázquez-Ingelmo, A. García-Holgado, P. H. García, F. J. García-Peñalvo, and R. Therón, “Heuristic Evaluation of MetaViz: Insights and Strategic Recommendations to Elevate User Experience in an Automated Data Visualization Platform,” in Proceedings of the XXIV International Conference on Human Computer Interaction, Interacción 2024, A Coruña, Spain, June 19-21, 2024, 2024, pp. 7:1–7:6. DOI: 10.1145/3657242.3658676
A. Bucchiarone et al., “Designing and Generating Lesson Plans combining Open Educational Content and Generative AI,” in Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems, MODELS Companion 2024, Linz, Austria, September 22-27, 2024, 2024, pp. 78–86. DOI: 10.1145/3652620.3687773
A. Bucchiarone, A. Vázquez-Ingelmo, A. García-Holgado, F. J. García-Peñalvo, G. Schiavo, and R. Therón, “Unlocking Education Together: A Meta-model Emphasizing Usability and Reuse of Open Educational Resources,” in Good Practices and New Perspectives in Information Systems and Technologies - WorldCIST 2024, Volume 3, Lodz, Poland, 26-28 March 2024, 2024, pp. 473–482. DOI: 10.1007/978-3-031-60221-4_45
J. A. Martínez-Carrascal, J. Munoz-Gama, and T. Sancho-Vinuesa, “Evaluation of Recommended Learning Paths Using Process Mining and Log Skeletons: Conceptualization and Insight into an Online Mathematics Course,” IEEE Trans. Learn. Technol., vol. 17, pp. 555–568, 2024. DOI: 10.1109/TLT.2023.3298035
P. Chejara, R. Kasepalu, L. P. Prieto, M. J. Rodríguez-Triana, A. Ruiz-Calleja, and B. Schneider, “How well do collaboration quality estimation models generalize across authentic school contexts?,” Br. J. Educ. Technol., vol. 55, no. 4, pp. 1602–1624, 2024. DOI: 10.1111/bjet.13402
G. Pishtari, M. J. Rodríguez-Triana, L. P. Prieto, A. Ruiz-Calleja, and T. Väljataga, “What kind of learning designs do practitioners create for mobile learning? Lessons learnt from two in-the-wild case studies,” J. Comput. Assist. Learn., vol. 40, no. 6, pp. 2399–2415, 2024. DOI: 10.1111/jcal.12672
S. Timotheou et al., “Impacts of digital technologies on education and factors influencing schools’ digital capacity and transformation: A literature review,” Educ. Inf. Technol., vol. 28, no. 6, pp. 6695–6726, 2023. DOI: 10.1007/s10639-022-11431-8
P. Topali, I.-A. Chounta, A. Martínez-Monés, and Y. Dimitriadis, “Delving into instructor-led feedback interventions informed by learning analytics in massive open online courses,” J. Comput. Assist. Learn., vol. 39, no. 4, pp. 1039–1060, 2023. DOI: 10.1111/jcal.12799
A. Ruiz-Calleja et al., “Casual Learn: A linked data-based mobile application for learning about local Cultural Heritage,” Semantic Web, vol. 14, no. 2, pp. 181–195, 2023. DOI: 10.3233/SW-212907
R. F. Kizilcec et al., “The Role of Gender in Students’ Privacy Concerns about Learning Analytics: Evidence from five countries,” in LAK 2023: 13th International Learning Analytics and Knowledge Conference, LAK2023, Arlington, TX, USA, March 13-17, 2023, 2023, pp. 545–551. DOI: 10.1145/3576050.3576142
O. Bordiés et al., “Expectations About Learning Analytics After the COVID-19 Pandemic: A Study of 7 Spanish Universities (short paper),” in Proceedings of the Learning Analytics Summer Institute Spain 2023 (LASI Spain 2023), Madrid, Spain, June 29-30, 2023, 2023 [Online]. Available: https://ceur-ws.org/Vol-3542/paper5.pdf
A. Balderas, A. Martínez-Monés, J. M. Dodero, and S. Ros, Eds., Proceedings of the Learning Analytics Summer Institute Spain 2023 (LASI Spain 2023), Madrid, Spain, June 29-30, 2023, vol. 3542. CEUR-WS.org, 2023 [Online]. Available: https://ceur-ws.org/Vol-3542
D. Spikol, O. Viberg, A. Martínez-Monés, and P. J. Guo, Eds., Proceedings of the Tenth ACM Conference on Learning @ Scale, Copenhagen, Denmark, July 20-22, 2023. ACM, 2023. DOI: 10.1145/3573051
O. Viberg et al., “Cultural Differences in Students’ Privacy Concerns in Learning Analytics across Germany, South Korea, Spain, Sweden, and the United States,” CoRR, vol. abs/2312.02093, 2023. DOI: 10.48550/arXiv.2312.02093
E. Zalavra, K. A. Papanikolaou, Y. A. Dimitriadis, and C. Sgouropoulou, “Representing learning designs in a design support tool,” Educ. Inf. Technol., vol. 28, no. 6, pp. 6563–6594, 2023. DOI: 10.1007/s10639-022-11441-6
L. P. Prieto, G. Pishtari, Y. A. Dimitriadis, M. J. Rodríguez-Triana, T. Ley, and P. Odriozola-González, “Single-case learning analytics: Feasibility of a human-centered analytics approach to support doctoral education,” J. Univers. Comput. Sci., vol. 29, no. 9, pp. 1033–1068, 2023. DOI: 10.3897/jucs.94067
A. Ntourmas, S. Daskalaki, Y. A. Dimitriadis, and N. M. Avouris, “Classifying MOOC forum posts using corpora semantic similarities: a study on transferability across different courses,” Neural Comput. Appl., vol. 35, no. 1, pp. 161–175, 2023. DOI: 10.1007/s00521-021-05750-z
A. Ntourmas, S. Daskalaki, Y. Dimitriadis, and N. M. Avouris, “Correction to: Classifying MOOC forum posts using corpora semantic similarities: a study on transferability across different courses,” Neural Comput. Appl., vol. 35, no. 7, p. 5587, 2023. DOI: 10.1007/s00521-021-05904-z
L. P. Prieto, M. J. Rodríguez-Triana, Y. A. Dimitriadis, G. Pishtari, and P. Odriozola-González, “Designing Technology for Doctoral Persistence and Well-Being: Findings from a Two-Country Value-Sensitive Inquiry into Student Progress,” in Responsive and Sustainable Educational Futures - 18th European Conference on Technology Enhanced Learning, EC-TEL 2023, Aveiro, Portugal, September 4-8, 2023, Proceedings, 2023, pp. 356–370. DOI: 10.1007/978-3-031-42682-7_24
K. Tsimpanis et al., “Implementing a data-driven framework for measuring digital readiness across European universities,” in Proceedings of European University Information Systems Congress 2023, EUNIS 2023, Vigo, Spain, 14-16 June, 2023, 2023, pp. 129–139. DOI: 10.29007/ds3v
S. N. Demetriadis and Y. A. Dimitriadis, “Conversational Agents and Language Models that Learn from Human Dialogues to Support Design Thinking,” in Augmented Intelligence and Intelligent Tutoring Systems - 19th International Conference, ITS 2023, Corfu, Greece, June 2-5, 2023, Proceedings, 2023, pp. 691–700. DOI: 10.1007/978-3-031-32883-1_60
P. J. Muñoz-Merino, P. M. Moreno-Marcos, A. Rubio-Fernández, Y.-S. Tsai, D. Gasevic, and C. D. Kloos, “A systematic analysis of learning analytics using multi-source data in the context of Spain,” Behav. Inf. Technol., vol. 42, no. 5, pp. 643–657, 2023. DOI: 10.1080/0144929x.2022.2039767
A. Jiménez-Macías, P. M. Moreno-Marcos, P. J. Muñoz-Merino, M. Ortiz-Rojas, and C. D. Kloos, “Analyzing feature importance for a predictive undergraduate student dropout model,” Comput. Sci. Inf. Syst., vol. 20, no. 1, pp. 175–194, 2023. DOI: 10.2298/csis211110050j
A. Alzahrani et al., “Untangling connections between challenges in the adoption of learning analytics in higher education,” Educ. Inf. Technol., vol. 28, no. 4, pp. 4563–4595, 2023. DOI: 10.1007/s10639-022-11323-x
P. M. Moreno-Marcos, J. Barredo, P. J. Muñoz-Merino, and C. D. Kloos, “Statoodle: A Learning Analytics Tool to Analyze Moodle Students’ Actions and Prevent Cheating,” in Responsive and Sustainable Educational Futures - 18th European Conference on Technology Enhanced Learning, EC-TEL 2023, Aveiro, Portugal, September 4-8, 2023, Proceedings, 2023, pp. 736–741. DOI: 10.1007/978-3-031-42682-7_70
C. D. Kloos, C. Alario-Hoyos, M.-B. Ibáñez, P. M. Moreno-Marcos, P. J. Muñoz-Merino, and I. Estévez-Ayres, “Recognizing the Value of Recognition in Education,” in IEEE Global Engineering Education Conference, EDUCON 2023, Kuwait, May 1-4, 2023, 2023, pp. 1–5. DOI: 10.1109/EDUCON54358.2023.10125255
R. Pérez-Mercado, A. Balderas, A. Muñoz, J. F. Cabrera, M. Palomo-Duarte, and J. M. Dodero, “ChatbotSQL: Conversational agent to support relational database query language learning,” SoftwareX, vol. 22, p. 101346, 2023. DOI: 10.1016/j.softx.2023.101346
A. H. Julián, M. Rodriguez-Garcia, and J. M. Dodero, “Privacy of Sequential Data for Learning Analytics (short paper),” in Proceedings of the Doctoral Consortium of the Learning Analytics Summer Institute Europe 2024 (LASI Europe 2024 DC), Jerez de la Frontera, Spain, May 29-31, 2024, 2023 [Online]. Available: https://ceur-ws.org/Vol-3738/paper2.pdf
Á. Becerra, R. Daza, R. Cobos, A. Morales, M. Cukurova, and J. Fiérrez, “M2LADS: A System for Generating MultiModal Learning Analytics Dashboards,” in 47th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2023, Torino, Italy, June 26-30, 2023, 2023, pp. 1564–1569. DOI: 10.1109/COMPSAC57700.2023.00241
C. Alonso-Fernández and R. Cobos, “Meta-Review of Recognition of Learning in LMSs and MOOCs,” in IEEE Global Engineering Education Conference, EDUCON 2023, Kuwait, May 1-4, 2023, 2023, pp. 1–8. DOI: 10.1109/EDUCON54358.2023.10125278
A. Amaya, L. Echeverría, R. Cobos, and J. E. Ardila, “ERC-Language: a student-centered learning platform for improving non-native’ English Reading Comprehension skills,” in IEEE Global Engineering Education Conference, EDUCON 2023, Kuwait, May 1-4, 2023, 2023, pp. 1–5. DOI: 10.1109/EDUCON54358.2023.10125164
Á. Becerra, R. Daza, R. Cobos, A. Morales, and J. Fiérrez, “User Experience Study using a System for Generating MultiModal Learning Analytics Dashboards,” in XXIII International Conference on Human Computer Interaction, Interaccion 2023, Lleida, Spain, September 4-6, 2023, 2023, pp. 29:1–29:2. DOI: 10.1145/3612783.3612813
R. Daza et al., “MATT: Multimodal Attention Level Estimation for e-learning Platforms,” CoRR, vol. abs/2301.09174, 2023. DOI: 10.48550/arXiv.2301.09174
Á. Becerra, R. Daza, R. Cobos, A. Morales, M. Cukurova, and J. Fiérrez, “M2LADS: A System for Generating MultiModal Learning Analytics Dashboards in Open Education,” CoRR, vol. abs/2305.12561, 2023. DOI: 10.48550/arXiv.2305.12561
Á. Becerra, R. Daza, R. Cobos, A. Morales, and J. Fiérrez, “Estudio de la Experiencia de Usuario mediante un Sistema de Dashboards de Análisis de Aprendizaje Multimodal,” CoRR, vol. abs/2307.10346, 2023. DOI: 10.48550/arXiv.2307.10346
M. Liz-Domínguez, M. L. Nistal, M. Caeiro-Rodríguez, and F. A. Mikic-Fonte, “Early Predictions of Course Outcomes in a Flipped Classroom Context,” in IEEE Global Engineering Education Conference, EDUCON 2023, Kuwait, May 1-4, 2023, 2023, pp. 1–5. DOI: 10.1109/EDUCON54358.2023.10125172
M. Liz-Domínguez, M. Caeiro-Rodríguez, F. A. Mikic-Fonte, and M. L. Nistal, “Assessing the Importance of Video Visualization Timings in a Flipped Classroom Context,” in IEEE Frontiers in Education Conference, FIE 2023, College Station, TX, USA, October 18-21, 2023, 2023, pp. 1–5. DOI: 10.1109/FIE58773.2023.10343184
R. P. D. Redondo, M. Caeiro-Rodríguez, J. J. L. Escobar, and A. F. Vilas, “Integrating micro-learning content in traditional e-learning platforms,” CoRR, vol. abs/2312.06500, 2023. DOI: 10.48550/arXiv.2312.06500
A. Benito-Santos, A. Ghajari, P. Hernández, V. Fresno, S. Ros, and E. González-Blanco, “LyricSIM: A novel dataset and benchmark for similarity detection in Spanish song lyrics,” Proces. del Leng. Natural, vol. 71, pp. 149–163, 2023 [Online]. Available: http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6550
A. Benito-Santos, A. Ghajari, P. Hernández, V. Fresno, S. Ros, and E. González-Blanco, “LyricSIM: A novel Dataset and Benchmark for Similarity Detection in Spanish Song LyricS,” CoRR, vol. abs/2306.01325, 2023. DOI: 10.48550/arXiv.2306.01325
J. de la Rosa et al., “Transformers analyzing poetry: multilingual metrical pattern prediction with transfomer-based language models,” Neural Comput. Appl., vol. 35, no. 25, pp. 18171–18176, 2023. DOI: 10.1007/s00521-021-06692-2
J. de la Rosa, Á. P. Pozo, S. Ros, and E. González-Blanco, “Alberti, a Multilingual Domain Specific Language Model for Poetry Analysis,” Proces. del Leng. Natural, vol. 71, pp. 215–225, 2023 [Online]. Available: http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6555
J. M. Birkholz et al., “Computational Literary Studies Infrastructure (CLS INFRA): Initial Findings and Conclusions for the Field,” in Annual International Conference of the Alliance of Digital Humanities Organizations, DH 2022, Graz, Austria, July 10-14, 2023, Conference Abstracts, 2023. DOI: 10.5281/zenodo.8107904
J. de la Rosa, Á. P. Pozo, S. Ros, and E. González-Blanco, “ALBERTI, a Multilingual Domain Specific Language Model for Poetry Analysis,” CoRR, vol. abs/2307.01387, 2023. DOI: 10.48550/arXiv.2307.01387
C. Cuenca-Enrique et al., “Progressive Web Apps: An Optimal Solution for Rural Communities in Developing Countries?,” in Information Systems and Technologies - WorldCIST 2023, Volume 3, Pisa, Italy, April 4-6, 2023, 2023, pp. 356–365. DOI: 10.1007/978-3-031-45648-0_35
N. F. G. Páez, P. Santos, D. Hernández-Leo, and M. Carrió, “A study of motivations, behavior, and contributions quality in online communities of teachers: A data analytics approach,” Comput. Educ., vol. 201, p. 104829, 2023. DOI: 10.1016/j.compedu.2023.104829
M. Velamazán, P. Santos, D. Hernández-Leo, and L. Vicent, “User anonymity versus identification in computer-supported collaborative learning: Comparing learners’ preferences and behaviors,” Comput. Educ., vol. 203, p. 104848, 2023. DOI: 10.1016/j.compedu.2023.104848
D. Ognibene et al., “Moving Beyond Benchmarks and Competitions: Towards Addressing Social Media Challenges in an Educational Context,” Datenbank-Spektrum, vol. 23, no. 1, pp. 27–39, 2023. DOI: 10.1007/s13222-023-00436-3
B. Tabuenca, J.-L. Moreno-Sancho, J. Arquero-Gallego, W. Greller, and D. Hernández-Leo, “Generating an environmental awareness system for learning using IoT technology,” Internet Things, vol. 22, p. 100756, 2023. DOI: 10.1016/j.iot.2023.100756
J. S. G. Cañón et al., “TROMPA-MER: an open dataset for personalized music emotion recognition,” J. Intell. Inf. Syst., vol. 60, no. 2, pp. 549–570, 2023. DOI: 10.1007/s10844-022-00746-0
D. Hernández-Leo, P. J. Muñoz-Merino, M. L. Bote-Lorenzo, D. Gasevic, and S. Järvelä, “Editorial Technologies for Data-Driven Interventions in Smart Learning Environments,” IEEE Trans. Learn. Technol., vol. 16, no. 3, pp. 378–381, 2023. DOI: 10.1109/TLT.2023.3275728
E. Theophilou et al., “Learning to Prompt in the Classroom to Understand AI Limits: A Pilot Study,” in AIxIA 2023 - Advances in Artificial Intelligence - XXIInd International Conference of the Italian Association for Artificial Intelligence, AIxIA 2023, Rome, Italy, November 6-9, 2023, Proceedings, 2023, pp. 481–496. DOI: 10.1007/978-3-031-47546-7_33
E. Theophilou, R. A. L. Quintero, J. R. S. Reina, and D. Hernández-Leo, “Students’ Generated Text Quality in a Narrative-Centered Learning Environment: Effects of Pre-Collaboration, Individual, and Chat-Interface Submissions,” in Collaboration Technologies and Social Computing - 29th International Conference, CollabTech 2023, Osaka, Japan, August 29 - September 1, 2023, Proceedings, 2023, pp. 101–114. DOI: 10.1007/978-3-031-42141-9_7
I. Amarasinghe, F. Marques, A. Ortiz-Beltrán, and D. Hernández-Leo, “Generative Pre-trained Transformers for Coding Text Data? An Analysis with Classroom Orchestration Data,” in Responsive and Sustainable Educational Futures - 18th European Conference on Technology Enhanced Learning, EC-TEL 2023, Aveiro, Portugal, September 4-8, 2023, Proceedings, 2023, pp. 32–43. DOI: 10.1007/978-3-031-42682-7_3
E. Theophilou, F. Lomonaco, G. Donabauer, D. Ognibene, J. R. S. Reina, and D. H. Leo, “AI and Narrative Scripts to Educate Adolescents About Social Media Algorithms: Insights About AI Overdependence, Trust and Awareness,” in Responsive and Sustainable Educational Futures - 18th European Conference on Technology Enhanced Learning, EC-TEL 2023, Aveiro, Portugal, September 4-8, 2023, Proceedings, 2023, pp. 415–429. DOI: 10.1007/978-3-031-42682-7_28
M. Beardsley, L. Albó, and D. Hernández-Leo, “A Teacher Professional Development Tool for Creating and Sharing Research Lessons on Evidence-Based Teaching Strategies,” in Responsive and Sustainable Educational Futures - 18th European Conference on Technology Enhanced Learning, EC-TEL 2023, Aveiro, Portugal, September 4-8, 2023, Proceedings, 2023, pp. 686–691. DOI: 10.1007/978-3-031-42682-7_62
A. Nicolaou et al., “Doctoral Education in Technology-Enhanced Learning: The Perspective of PhD Candidates and Researchers,” in Learning and Collaboration Technologies - 10th International Conference, LCT 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Copenhagen, Denmark, July 23-28, 2023, Proceedings, Part I, 2023, pp. 333–348. DOI: 10.1007/978-3-031-34411-4_23
J. R. S. Reina, E. Theophilou, D. Hernández-Leo, and D. Ognibene, “Exploring Undergraduates’ Attitudes Towards ChatGPT. Is AI Resistance Constraining the Acceptance of Chatbot Technology?,” in Higher Education Learning Methodologies and Technologies Online - 5th International Conference, HELMeTO 2023, Foggia, Italy, September 13-15, 2023, Revised Selected Papers, 2023, pp. 383–397. DOI: 10.1007/978-3-031-67351-1_26
M. Beardsley, D. Hernández-Leo, and J. R. S. Reina, “Using Learning Design Technologies for Teachers’ Practice-Driven Research,” in Proceeding of the 31st International Conference on Computers in Education, ICCE 2023, Matsue, Japan, December 4-8, 2023, 2023 [Online]. Available: https://library.apsce.net/index.php/ICCE/article/view/4730
C. Koyuturk et al., “Developing Effective Educational Chatbots with ChatGPT prompts: Insights from Preliminary Tests in a Case Study on Social Media Literacy,” in Proceeding of the 31st International Conference on Computers in Education, ICCE 2023, Matsue, Japan, December 4-8, 2023, 2023. DOI: 10.58459/icce.2023.960
E. Hakami, L. Hakami, I. Amarasinghe, and D. Hernández-Leo, “Triggers of Teacher-Perceived Stressful Moments When Orchestrating Collaborative Learning with Technology,” in Proceedings of the Learning Analytics Summer Institute Spain 2023 (LASI Spain 2023), Madrid, Spain, June 29-30, 2023, 2023 [Online]. Available: https://ceur-ws.org/Vol-3542/paper7.pdf
D. H. Leo, “ChatGPT and Generative AI in Higher Education: User-Centered Perspectives and Implications for Learning Analytics (short paper),” in Proceedings of the Learning Analytics Summer Institute Spain 2023 (LASI Spain 2023), Madrid, Spain, June 29-30, 2023, 2023 [Online]. Available: https://ceur-ws.org/Vol-3542/paper2.pdf
R. Lobo and D. Hernández-Leo, “Examining Game Mechanics and Extrinsic Motivation in a Group Awareness Tool for Collaborative Learning,” in Proceedings of the Learning Analytics Summer Institute Spain 2023 (LASI Spain 2023), Madrid, Spain, June 29-30, 2023, 2023 [Online]. Available: https://ceur-ws.org/Vol-3542/paper3.pdf
H. Takada, D. M. Marutschke, C. Alvarez, T. Inoue, Y. Hayashi, and D. Hernández-Leo, Eds., Collaboration Technologies and Social Computing - 29th International Conference, CollabTech 2023, Osaka, Japan, August 29 - September 1, 2023, Proceedings, vol. 14199. Springer, 2023. DOI: 10.1007/978-3-031-42141-9
C. Koyuturk et al., “Developing Effective Educational Chatbots with ChatGPT prompts: Insights from Preliminary Tests in a Case Study on Social Media Literacy,” CoRR, vol. abs/2306.10645, 2023. DOI: 10.48550/arXiv.2306.10645
E. Theophilou et al., “Learning to Prompt in the Classroom to Understand AI Limits: A pilot study,” CoRR, vol. abs/2307.01540, 2023. DOI: 10.48550/arXiv.2307.01540
A. Gutiérrez-Fernández, C. F. Llamas, G. Esteban, and M. Á. Conde, “Haptic Zoom: An Interaction Model for Desktop Haptic Devices with Limited Workspace,” Int. J. Hum. Comput. Interact., vol. 39, no. 4, pp. 851–862, 2023. DOI: 10.1080/10447318.2022.2049140
M. Á. Conde, F. J. Rodríguez-Sedano, J. Gonçalves, and F. J. García-Peñalvo, “Fostering STEAM for Inclusive Learning,” in Proceedings 14th International Conference on eLearning (eLearning-2023), Belgrade, Serbia, September 28-29, 2023, 2023, pp. 24–32 [Online]. Available: https://ceur-ws.org/Vol-3696/article_3.pdf
E. Kisic, M. R. Milic, N. Zdravkovic, and M. Á. Conde, “The Effects of Implementing Project-Based Learning in the Programming Course,” in Proceedings 14th International Conference on eLearning (eLearning-2023), Belgrade, Serbia, September 28-29, 2023, 2023, pp. 55–66 [Online]. Available: https://ceur-ws.org/Vol-3696/article_6.pdf
M. Á. Conde et al., “Definition of a Learning Analytics Ecosystem for the ILEDA Project Piloting,” in Learning and Collaboration Technologies - 10th International Conference, LCT 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Copenhagen, Denmark, July 23-28, 2023, Proceedings, Part I, 2023, pp. 444–453. DOI: 10.1007/978-3-031-34411-4_30
L. García-Holgado et al., “HerStory: combating gender stereotypes by highlighting women’s contribution to the history of societies,” in International Symposium on Computers in Education, SIIE 2023, Setúbal, Portugal, November 16-18, 2023, 2023, pp. 1–5. DOI: 10.1109/SIIE59826.2023.10423687
N. Zdravkovic, D. Domazet, S. López-Pernas, M. Á. Conde, and P. Vijayakumar, Eds., Proceedings of the 13th International Conference on Business Information Security (BISEC-2022), Belgrade, Serbia, December 02, 2022, vol. 3529. CEUR-WS.org, 2023 [Online]. Available: https://ceur-ws.org/Vol-3529
M. Saqr, S. López-Pernas, M. Á. Conde, and M. R. Milic, Eds., 13th International Conference on eLearning (eLearning-2022), Belgrade, Serbia, September 29-30, 2022, vol. 3454. CEUR-WS.org, 2023 [Online]. Available: https://ceur-ws.org/Vol-3454
C. Alonso-Fernández, A. Calvo-Morata, M. Freire, I. Martínez-Ortiz, and B. Fernández-Manjón, “Evidence-based evaluation of a serious game to increase bullying awareness,” Interact. Learn. Environ., vol. 31, no. 2, pp. 644–654, 2023. DOI: 10.1080/10494820.2020.1799031
M. Freire, A. Calvo-Morata, I. Martínez-Ortiz, and B. Fernández-Manjón, “Bootstrapping serious games to assess learning through analytics,” in IEEE Global Engineering Education Conference, EDUCON 2023, Kuwait, May 1-4, 2023, 2023, pp. 1–5. DOI: 10.1109/EDUCON54358.2023.10125177
M. Freire-Morán, “Combining Similarity Metrics with Abstract Syntax Trees to Gain Insights into How Students Program,” in Proceedings of the Learning Analytics Summer Institute Spain 2023 (LASI Spain 2023), Madrid, Spain, June 29-30, 2023, 2023 [Online]. Available: https://ceur-ws.org/Vol-3542/paper6.pdf
A. Vázquez-Ingelmo, A. García-Holgado, F. J. García-Peñalvo, and R. Therón, “Proof-of-concept of an information visualization classification approach based on their fine-grained features,” Expert Syst. J. Knowl. Eng., vol. 40, no. 1, 2023. DOI: 10.1111/exsy.12872
F. J. García-Peñalvo and A. Vázquez-Ingelmo, “What Do We Mean by GenAI? A Systematic Mapping of The Evolution, Trends, and Techniques Involved in Generative AI,” Int. J. Interact. Multim. Artif. Intell., vol. 8, no. 4, p. 7, 2023. DOI: 10.9781/ijimai.2023.07.006
A. Vázquez-Ingelmo et al., “Refactoring User Interfaces Through a Data-Driven Framework: a Case Study in the Health Domain,” in XLIX Latin American Computer Conference, CLEI 2023, La Paz, Bolivia, October 16-20, 2023, 2023, pp. 1–6. DOI: 10.1109/CLEI60451.2023.10346102
A. Vázquez-Ingelmo et al., “Are Textual Recommendations Enough? Guiding Physicians Toward the Design of Machine Learning Pipelines Through a Visual Platform,” in Flexible Query Answering Systems - 15th International Conference, FQAS 2023, Mallorca, Spain, September 5-7, 2023, Proceedings, 2023, pp. 247–255. DOI: 10.1007/978-3-031-42935-4_20
A. Vázquez-Ingelmo, A. García-Holgado, F. J. García-Peñalvo, and F. Chiarello, “Usability Study of a Pilot Database Interface for Consulting Open Educational Resources in the Context of the ENCORE Project,” in Learning and Collaboration Technologies - 10th International Conference, LCT 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Copenhagen, Denmark, July 23-28, 2023, Proceedings, Part I, 2023, pp. 420–429. DOI: 10.1007/978-3-031-34411-4_28
A. García-Holgado et al., “Preliminary Validation of ENGAME: Fostering Civic Participation and Social Inclusion Through an E-Learning Game,” in Learning and Collaboration Technologies - 10th International Conference, LCT 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Copenhagen, Denmark, July 23-28, 2023, Proceedings, Part II, 2023, pp. 466–481. DOI: 10.1007/978-3-031-34550-0_34
A. Vázquez-Ingelmo, A. García-Holgado, R. Therón, N. Shoeibi, and F. J. García-Peñalvo, “Design and development of the LATILL platform for retrieving adequate texts to foster reading skills in German,” in XXIII International Conference on Human Computer Interaction, Interaccion 2023, Lleida, Spain, September 4-6, 2023, 2023, pp. 12:1–12:9. DOI: 10.1145/3612783.3612796
R. Fraile-Sanchón, A. Vázquez-Ingelmo, A. García-Holgado, and F. J. García-Peñalvo, “KoopaML: Application for Receiving and Processing DICOM Images,” in Proceedings of the 28th International Conference on Information Society and University Studies (IVUS 2023), Kaunas, Lithuania, May 12, 2023, 2023, pp. 171–177 [Online]. Available: https://ceur-ws.org/Vol-3575/Paper18.pdf
A. Bucchiarone et al., “Towards Personalized Learning Paths to Empower Competence Development in Model Driven Engineering Through the ENCORE Platform,” in ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS 2023 Companion, Västerås, Sweden, October 1-6, 2023, 2023, pp. 122–129. DOI: 10.1109/MODELS-C59198.2023.00036
A. Vázquez-Ingelmo et al., “D-AI-COM: A DICOM Reception Node to Automate the Application of Artificial Intelligence Scripts to Medical Imaging Data,” in Information Systems and Technologies - WorldCIST 2023, Volume 3, Pisa, Italy, April 4-6, 2023, 2023, pp. 199–206. DOI: 10.1007/978-3-031-45648-0_20
A. Vázquez-Ingelmo and F. J. García-Peñalvo, “Dataset for the mapping study ‘What do we mean by GenAI?’ (Version 1.0).” Zenodo, Jul-2023. DOI: 10.5281/zenodo.8162484
J. A. Martínez-Carrascal and T. S. Vinuesa, “Impact of Assessment Characteristics on Course Withdrawal: A Survival Analysis Approach,” in Proceedings of the Learning Analytics Summer Institute Spain 2023 (LASI Spain 2023), Madrid, Spain, June 29-30, 2023, 2023 [Online]. Available: https://ceur-ws.org/Vol-3542/paper4.pdf
S. K. Shankar, A. Ruiz-Calleja, L. P. Prieto, M. J. Rodríguez-Triana, P. Chejara, and S. Tripathi, “CIMLA: A Modular and Modifiable Data Preparation, Organization, and Fusion Infrastructure to Partially Support the Development of Context-aware MMLA Solutions,” J. Univers. Comput. Sci., vol. 29, no. 3, pp. 265–297, 2023. DOI: 10.3897/jucs.84558
P. Chejara et al., “Exploring Indicators for Collaboration Quality and Its Dimensions in Classroom Settings Using Multimodal Learning Analytics,” in Responsive and Sustainable Educational Futures - 18th European Conference on Technology Enhanced Learning, EC-TEL 2023, Aveiro, Portugal, September 4-8, 2023, Proceedings, 2023, pp. 60–74. DOI: 10.1007/978-3-031-42682-7_5
G. Pishtari, E. M. Sarmiento-Márquez, M. J. Rodríguez-Triana, M. Wagner, and T. Ley, “Evaluating the Impact and Usability of an AI-Driven Feedback System for Learning Design,” in Responsive and Sustainable Educational Futures - 18th European Conference on Technology Enhanced Learning, EC-TEL 2023, Aveiro, Portugal, September 4-8, 2023, Proceedings, 2023, pp. 324–338. DOI: 10.1007/978-3-031-42682-7_22
P. Chejara, R. Kasepalu, L. P. Prieto, M. J. Rodríguez-Triana, A. Ruiz-Calleja, and S. K. Shankar, “Multimodal Learning Analytics Research in the Wild: Challenges and Their Potential Solutions,” in Proceedings of the 6th Workshop on Leveraging Multimodal Data for Generating Meaningful Feedback (CROSSMMLA 2023) at the 13th International Learning Analytics & Knowledge (LAK 2023), Arlington, Texas, USA, March 13-17, 2023, 2023, pp. 36–42 [Online]. Available: https://ceur-ws.org/Vol-3439/paper5.pdf
P. Chejara, L. P. Prieto, M. J. Rodríguez-Triana, R. Kasepalu, A. Ruiz-Calleja, and S. K. Shankar, “How to Build More Generalizable Models for Collaboration Quality? Lessons Learned from Exploring Multi-Context Audio-Log Datasets using Multimodal Learning Analytics,” in LAK 2023: 13th International Learning Analytics and Knowledge Conference, LAK2023, Arlington, TX, USA, March 13-17, 2023, 2023, pp. 111–121. DOI: 10.1145/3576050.3576144
P. Chejara, L. P. Prieto, M. J. Rodríguez-Triana, A. Ruiz-Calleja, and M. Khalil, “Impact of window size on the generalizability of collaboration quality estimation models developed using Multimodal Learning Analytics,” in LAK 2023: 13th International Learning Analytics and Knowledge Conference, LAK2023, Arlington, TX, USA, March 13-17, 2023, 2023, pp. 559–565. DOI: 10.1145/3576050.3576143
A. Gómez, M.-J. Marco-Galindo, and J. Minguillón, “Evaluation of an Intervention on Activity Planning in CS1,” Rev. Iberoam. de Tecnol. del Aprendiz., vol. 18, no. 3, pp. 287–294, 2023. DOI: 10.1109/RITA.2023.3302174
N. Rivas, J. Minguillón, and J. Chacón-Perez, “An Enrollment Dashboard to Reinforce Decision-Making for Students and Advisors,” in Responsive and Sustainable Educational Futures - 18th European Conference on Technology Enhanced Learning, EC-TEL 2023, Aveiro, Portugal, September 4-8, 2023, Proceedings, 2023, pp. 742–747. DOI: 10.1007/978-3-031-42682-7_71
S. Bradley et al., “Modeling Women’s Elective Choices in Computing,” in Proceedings of the 2023 Working Group Reports on Innovation and Technology in Computer Science Education, ITiCSE-WGR 2023, Turku, Finland, July 7-12, 2023, 2023, pp. 196–226. DOI: 10.1145/3623762.3633497
S. Bradley et al., “A Methodology for Investigating Women’s Module Choices in Computer Science,” in Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 2, ITiCSE 2023, Turku, Finland, July 7-12, 2023, 2023, pp. 569–570. DOI: 10.1145/3587103.3594209
J. Minguillón, J. Meneses, E. Aibar, N. Ferran-Ferrer, and S. Fàbregues, “Gender Gap in Spanish WP.” UCI-MLR, Aug-2023. DOI: 10.24432/C5XP52
J. M. Marco-Simó, M.-J. Marco-Galindo, E. P. Hortal, and M.-J. García-García, “Alignment of the Institutional Strategy With the Teaching Action in the Implementation of the Gender Perspective. Design and Implementation in the Case of the UOC,” Rev. Iberoam. de Tecnol. del Aprendiz., vol. 18, no. 4, pp. 374–383, 2023. DOI: 10.1109/RITA.2023.3324059
A. Ortega-Arranz, J. I. Asensio-Pérez, A. Martínez-Monés, M. L. Bote-Lorenzo, H. Ortega-Arranz, and M. Kalz, “GamiTool: Supporting Instructors in the Gamification of MOOCs,” IEEE Access, vol. 10, pp. 131965–131979, 2022. DOI: 10.1109/ACCESS.2022.3228762
A. Ortega-Arranz, P. Topali, J. I. Asensio-Pérez, S. L. Villagrá-Sobrino, A. Martínez-Monés, and Y. A. Dimitriadis, “e-FeeD4Mi: Automating Tailored LA-Informed Feedback in Virtual Learning Environments,” in Educating for a New Future: Making Sense of Technology-Enhanced Learning Adoption - 17th European Conference on Technology Enhanced Learning, EC-TEL 2022, Toulouse, France, September 12-16, 2022, Proceedings, 2022, pp. 477–484. DOI: 10.1007/978-3-031-16290-9_39
C. D. Kloos et al., “H2O Learn - Hybrid and Human-Oriented Learning: Trustworthy and Human-Centered Learning Analytics (TaHCLA) for Hybrid Education,” in IEEE Global Engineering Education Conference, EDUCON 2022, Tunis, Tunisia, March 28-31, 2022, 2022, pp. 94–101. DOI: 10.1109/EDUCON52537.2022.9766770
P. Topali, A. Ortega-Arranz, I.-A. Chounta, J. I. Asensio-Pérez, A. Martínez-Monés, and S. L. Villagrá-Sobrino, “Supporting instructors in the design of actionable feedback for MOOCs,” in IEEE Global Engineering Education Conference, EDUCON 2022, Tunis, Tunisia, March 28-31, 2022, 2022, pp. 1881–1888. DOI: 10.1109/EDUCON52537.2022.9766546
A. Vázquez-Ingelmo, Y. Dimitriadis, A. Martínez-Monés, and F. J. García-Peñalvo, Eds., Proceedings of the Learning Analytics Summer Institute Spain 2022 (LASI Spain 2022), Salamanca, Spain, June 20-21, 2022, vol. 3238. CEUR-WS.org, 2022 [Online]. Available: https://ceur-ws.org/Vol-3238
A. Ntourmas, Y. Dimitriadis, S. Daskalaki, and N. M. Avouris, “Assessing Learner Facilitation in MOOC Forums: A Mixed-Methods Evaluation Study,” IEEE Trans. Learn. Technol., vol. 15, no. 2, pp. 265–278, 2022. DOI: 10.1109/TLT.2022.3166389
E. Zalavra, K. Papanikolaou, Y. Dimitriadis, and C. Sgouropoulou, “Personalising learning: towards a coherent learning design framework,” in International Conference on Advanced Learning Technologies, ICALT 2022, Bucharest, Romania, July 1-4, 2022, 2022, pp. 77–79. DOI: 10.1109/ICALT55010.2022.00030
C. D. Kloos et al., “Programming Teaching Interaction,” in IEEE Global Engineering Education Conference, EDUCON 2022, Tunis, Tunisia, March 28-31, 2022, 2022, pp. 1965–1969. DOI: 10.1109/EDUCON52537.2022.9766697
S. E. Emrani, M. Palomo-Duarte, J. M. Mota, and J. M. Dodero, “E-Learning through an Adaptive cMOOC: Is it Worthy of Further Research?,” EAI Endorsed Trans. Scalable Inf. Syst., vol. 9, no. 6, p. e10, 2022. DOI: 10.4108/eetsis.v9i6.2713
M. Rodriguez-Garcia, A. Balderas, and J. M. Dodero, “Data Mashups Privacy Preservation for Learning Analytics (Short paper),” in Proceedings of the Learning Analytics Summer Institute Spain 2022 (LASI Spain 2022), Salamanca, Spain, June 20-21, 2022, 2022, pp. 39–45 [Online]. Available: https://ceur-ws.org/Vol-3238/paper5.pdf
A. Álvarez-Ayllón, M. Palomo-Duarte, and J. M. Dodero, “Interactive Data Exploration in Science - Systematic Mapping Results.” IEEE DataPort, May-2022. DOI: 10.21227/sedc-4213
A. Álvarez-Ayllón, M. Palomo-Duarte, and J. M. Dodero, “Two-sample test based on Self-Organizing Maps,” CoRR, vol. abs/2212.08960, 2022. DOI: 10.48550/arXiv.2212.08960
G. Robles et al., Eds., OpenSym 2022: The 18th International Symposium on Open Collaboration, Madrid, Spain, September 7 - 9, 2022. ACM, 2022. DOI: 10.1145/3555051
R. Cobos, “The Learning Analytics System that Improves the Teaching-Learning Experience of MOOC Instructors and Students,” in Learning Technologies and Systems - 21st International Conference on Web-Based Learning, ICWL 2022, and 7th International Symposium on Emerging Technologies for Education, SETE 2022, Tenerife, Spain, November 21-23, 2022, Revised Selected Papers, 2022, pp. 29–40. DOI: 10.1007/978-3-031-33023-0_3
I. P. Shygapova and R. Cobos, “A proposal for predicting and intervening on MOOC learners’ performance in real time,” in Proceedings of the Learning Analytics Summer Institute Spain 2022 (LASI Spain 2022), Salamanca, Spain, June 20-21, 2022, 2022, pp. 26–38 [Online]. Available: https://ceur-ws.org/Vol-3238/paper4.pdf
M. Liz-Domínguez, M. L. Nistal, M. Caeiro-Rodríguez, and F. A. Mikic-Fonte, “Profiling Students’ Self-Regulation With Learning Analytics: A Proof of Concept,” IEEE Access, vol. 10, pp. 71899–71913, 2022. DOI: 10.1109/ACCESS.2022.3187732
M. Caeiro-Rodríguez et al., “Students and Teachers’ Need for Sustainable Education: Lessons from the Pandemic,” Comput., vol. 11, no. 11, p. 157, 2022. DOI: 10.3390/computers11110157
I. Otero-González, M. Caeiro-Rodríguez, and A. Rodriguez-D’Jesus, “Methods for Gastrointestinal Endoscopy Quantification: A Focus on Hands and Fingers Kinematics,” Sensors, vol. 22, no. 23, p. 9253, 2022. DOI: 10.3390/s22239253
M. Liz-Domínguez, M. L. Nistal, M. Caeiro-Rodríguez, and F. A. Mikic-Fonte, “LMS Logs and Student Performance: The Influence of Retaking a Course,” in IEEE Global Engineering Education Conference, EDUCON 2022, Tunis, Tunisia, March 28-31, 2022, 2022, pp. 1970–1974. DOI: 10.1109/EDUCON52537.2022.9766691
M. Liz-Domínguez, M. L. Nistal, M. Caeiro-Rodríguez, and F. A. Mikic-Fonte, “‘Earlier’ Warning Systems: Making the Most out of the First Signs of Student Underperformance,” in IEEE Frontiers in Education Conference, FIE 2022, Uppsala, Sweden, October 8-11, 2022, 2022, pp. 1–5. DOI: 10.1109/FIE56618.2022.9962630
A. L. López, F. A. Mikic-Fonte, M. Caeiro-Rodríguez, M. L. Nistal, and L. E. F. Santiago, “Work-in-Progress - Towards a Virtual Training Environment for Lower Gastrointestinal Endoscopy,” in 8th International Conference of the Immersive Learning Research Network, iLRN 2022, Vienna, Austria, May 30 - June 4, 2022, 2022, pp. 1–3. DOI: 10.23919/iLRN55037.2022.9815991
M. Liz-Domínguez, M. Caeiro-Rodríguez, M. L. Nistal, and F. A. Mikic-Fonte, “Exploring the Synergies between Gamification and Data Collection in Higher Education (Short paper),” in Proceedings of the Learning Analytics Summer Institute Spain 2022 (LASI Spain 2022), Salamanca, Spain, June 20-21, 2022, 2022, pp. 12–17 [Online]. Available: https://ceur-ws.org/Vol-3238/paper2.pdf
W. Chango, J. A. Lara, R. Cerezo, and C. Romero, “A review on data fusion in multimodal learning analytics and educational data mining,” WIREs Data Mining Knowl. Discov., vol. 12, no. 4, 2022. DOI: 10.1002/widm.1458
C. Romero, W. Chango, and R. Cerezo, “Looking for the best data fusion model in Smart Learning Environments for detecting at risk university students,” in Proceedings of the 15th International Conference on Educational Data Mining, EDM 2022, Durham, UK, July 24-27, 2022, 2022 [Online]. Available: https://educationaldatamining.org/2022.EDM-posters.90/index.html
E. Amigó, A. Ariza-Casabona, V. Fresno-Fernández, and M. A. Martí, “Information Theory-based Compositional Distributional Semantics,” Comput. Linguistics, vol. 48, no. 4, pp. 907–948, 2022. DOI: 10.1162/coli_a_00454
A. Barbado, V. Fresno, A. M. Riesco, and S. Ros, “DISCO PAL: Diachronic Spanish sonnet corpus with psychological and affective labels,” Lang. Resour. Evaluation, vol. 56, no. 2, pp. 501–542, 2022. DOI: 10.1007/s10579-021-09557-1
A. F. Baggetto and V. Fresno, “Is anisotropy really the cause of BERT embeddings not being semantic?,” in Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022, pp. 4271–4281. DOI: 10.18653/v1/2022.findings-emnlp.314
A. C. Sanz, V. Fresno, F. L. Torres, and S. Ros, “Analyzing collaborative filtering for UNED freshman enrolment Recommendation system (Short paper),” in Proceedings of the Learning Analytics Summer Institute Spain 2022 (LASI Spain 2022), Salamanca, Spain, June 20-21, 2022, 2022, pp. 77–84 [Online]. Available: https://ceur-ws.org/Vol-3238/paper11.pdf
A. Ghajari, V. Fresno, and E. Amigó, “Plataforma de exploración de la Composición Semántica a partir de Modelos de Lenguaje pre-entrenados y embeddings estáticos (Platform for exploring Semantic Composition from pre-trained Language Models and static embeddings),” in Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing: Projects and Demonstrations (SEPLN-PD 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), A Coruña, Spain, September 21-23, 2022, 2022, pp. 52–56 [Online]. Available: https://ceur-ws.org/Vol-3224/paper13.pdf
Á. Rodrigo et al., “appForum: Una aplicación para el procesamiento de foros (appForum: An application for forum processing),” in Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing: Projects and Demonstrations (SEPLN-PD 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), A Coruña, Spain, September 21-23, 2022, 2022, pp. 88–91 [Online]. Available: https://ceur-ws.org/Vol-3224/paper21.pdf
Á. P. Pozo, J. de la Rosa, S. Ros, E. González-Blanco, L. Hernández, and M. D. Sisto, “A bridge too far for artificial intelligence?: Automatic classification of stanzas in Spanish poetry,” J. Assoc. Inf. Sci. Technol., vol. 73, no. 2, pp. 258–267, 2022. DOI: 10.1002/asi.24532
L. Hernández-Lorenzo, A. Díaz, Á. Pérez, S. Ros, and E. González-Blanco, “Exploring Spanish contemporary song lyrics through Digital Humanities methods: Some thematic and structural properties,” Digit. Scholarsh. Humanit., vol. 37, no. 3, pp. 738–746, 2022. DOI: 10.1093/llc/fqab083
H. Bermúdez-Sabel, M. L. D. Platas, S. Ros, and E. González-Blanco, “Towards a common model for European poetry: Challenges and solutions,” Digit. Scholarsh. Humanit., vol. 37, no. 4, pp. 921–933, 2022. DOI: 10.1093/llc/fqab106
A. F. Khan et al., “When linguistics meets web technologies. Recent advances in modelling linguistic linked data,” Semantic Web, vol. 13, no. 6, pp. 987–1050, 2022. DOI: 10.3233/SW-222859
S. Iglesías-Pradas and E. Acquila-Natale, “The Future of E-Commerce: Overview and Prospects of Multichannel and Omnichannel Retail,” J. Theor. Appl. Electron. Commer. Res., vol. 18, no. 1, pp. 656–667, 2022. DOI: 10.3390/jtaer18010033
A. S. Ananda, H. Hanny, Á. Hernández-García, and P. Prasetya, “’Stimuli Are All Around’ - The Influence of Offline and Online Servicescapes in Customer Satisfaction and Repurchase Intention,” J. Theor. Appl. Electron. Commer. Res., vol. 18, no. 1, pp. 524–547, 2022. DOI: 10.3390/jtaer18010027
M. Saqr, S. López-Pernas, Á. Hernández-García, M. Á. Conde, and O. Poquet, “Concluding Remarks of the NetSciLA22 Workshop,” in Proceedings of the NetSciLA 2022 Workshop “Networks and Learning Analytics: Addressing Educational Challenges” co-located with Learning Analytics and Knowledge (LAK 2022), Online, March 22nd, 2022, 2022, pp. 41–46 [Online]. Available: https://ceur-ws.org/Vol-3258/article_5.pdf
U. Nwachukwu, Á. Hernández-García, C. Cuenca-Enrique, and L. Del-Río-Carazo, “InDash: An Interactions Dashboard to Analyze Moodle Logs,” in Proceedings of the Learning Analytics Summer Institute Spain 2022 (LASI Spain 2022), Salamanca, Spain, June 20-21, 2022, 2022, pp. 18–25 [Online]. Available: https://ceur-ws.org/Vol-3238/paper3.pdf
M. Saqr, S. López-Pernas, Á. Hernández-García, M. Á. Conde, and O. Poquet, Eds., Proceedings of the NetSciLA 2022 Workshop “Networks and Learning Analytics: Addressing Educational Challenges” co-located with Learning Analytics and Knowledge (LAK 2022), Online, March 22nd, 2022, vol. 3258. CEUR-WS.org, 2022 [Online]. Available: https://ceur-ws.org/Vol-3258
L. Albó, J. Barria-Pineda, P. Brusilovsky, and D. Hernández-Leo, “Knowledge-Based Design Analytics for Authoring Courses with Smart Learning Content,” Int. J. Artif. Intell. Educ., vol. 32, no. 1, pp. 4–27, 2022. DOI: 10.1007/s40593-021-00253-3
D. Ognibene et al., “Challenging social media threats using collective well-being-aware recommendation algorithms and an educational virtual companion,” Frontiers Artif. Intell., vol. 5, 2022. DOI: 10.3389/frai.2022.654930
M. Vujovic and D. Hernández-Leo, “How Do Table Shape, Group Size, and Gender Affect On-Task Actions in Computer Education Open-Ended Tasks,” IEEE Trans. Educ., vol. 65, no. 4, pp. 533–543, 2022. DOI: 10.1109/TE.2022.3143715
M. Karimi-Haghighi, C. Castillo, and D. Hernández-Leo, “A Causal Inference Study on the Effects of First Year Workload on the Dropout Rate of Undergraduates,” in Artificial Intelligence in Education - 23rd International Conference, AIED 2022, Durham, UK, July 27-31, 2022, Proceedings, Part I, 2022, pp. 15–27. DOI: 10.1007/978-3-031-11644-5_2
V. Odakura, I. Amarasinghe, D. Hernández-Leo, J. R. S. Reina, E. Theophilou, and R. A. L. Quintero, “Effects of Debriefing in Computer-Supported Collaborative Learning Pyramid Scripts with Open-Ended Task,” in Collaboration Technologies and Social Computing - 28th International Conference, CollabTech 2022, Santiago, Chile, November 8-11, 2022, Proceedings, 2022, pp. 23–37. DOI: 10.1007/978-3-031-20218-6_2
O. E. Bajo, I. Amarasinghe, N. F. G. Páez, and D. Hernández-Leo, “Using Process Mining Techniques to Discover the Collective Behaviour of Educators in a Learning Community Platform,” in Collaboration Technologies and Social Computing - 28th International Conference, CollabTech 2022, Santiago, Chile, November 8-11, 2022, Proceedings, 2022, pp. 175–189. DOI: 10.1007/978-3-031-20218-6_12
R. A. L. Quintero, E. Theophilou, J. R. S. Reina, and D. Hernández-Leo, “Evaluating an Adaptive Intervention in Collaboration Scripts Deconstructing Body Image Narratives in a Social Media Educational Platform,” in Collaboration Technologies and Social Computing - 28th International Conference, CollabTech 2022, Santiago, Chile, November 8-11, 2022, Proceedings, 2022, pp. 205–217. DOI: 10.1007/978-3-031-20218-6_14
E. Hakami, K. E. Aadmi-Laamech, L. Hakami, P. Santos, D. Hernández-Leo, and I. Amarasinghe, “Students’ Basic Psychological Needs Satisfaction at the Interface Level of a Computer-Supported Collaborative Learning Tool,” in Collaboration Technologies and Social Computing - 28th International Conference, CollabTech 2022, Santiago, Chile, November 8-11, 2022, Proceedings, 2022, pp. 218–230. DOI: 10.1007/978-3-031-20218-6_15
A. C. Martín, A. Ortega-Arranz, C. Alario-Hoyos, I. Amarasinghe, D. Hernández-Leo, and C. D. Kloos, “Scenario for Analysing Student Interactions and Orchestration Load in Collaborative and Hybrid Learning Environments,” in Collaboration Technologies and Social Computing - 28th International Conference, CollabTech 2022, Santiago, Chile, November 8-11, 2022, Proceedings, 2022, pp. 295–303. DOI: 10.1007/978-3-031-20218-6_21
L. Hakami, I. Amarasinghe, E. Hakami, and D. H. Leo, “Exploring Teacher’s Orchestration Actions in Online and In-Class Computer-Supported Collaborative Learning,” in Educating for a New Future: Making Sense of Technology-Enhanced Learning Adoption - 17th European Conference on Technology Enhanced Learning, EC-TEL 2022, Toulouse, France, September 12-16, 2022, Proceedings, 2022, pp. 521–527. DOI: 10.1007/978-3-031-16290-9_45
D. Taibi et al., “The Role of Educational Interventions in Facing Social Media Threats: Overarching Principles of the COURAGE Project,” in Higher Education Learning Methodologies and Technologies Online - 4th International Conference, HELMeTO 2022, Palermo, Italy, September 21-23, 2022, Revised Selected Papers, 2022, pp. 315–329. DOI: 10.1007/978-3-031-29800-4_25
E. Theophilou et al., “Empirically Investigating Virtual Learning Companions to Enhance Social Media Literacy,” in Higher Education Learning Methodologies and Technologies Online - 4th International Conference, HELMeTO 2022, Palermo, Italy, September 21-23, 2022, Revised Selected Papers, 2022, pp. 345–360. DOI: 10.1007/978-3-031-29800-4_27
F. Aprin et al., “The ‘Courage Companion’ - An AI-Supported Environment for Training Teenagers in Handling Social Media Critically and Responsibly,” in Higher Education Learning Methodologies and Technologies Online - 4th International Conference, HELMeTO 2022, Palermo, Italy, September 21-23, 2022, Revised Selected Papers, 2022, pp. 395–406. DOI: 10.1007/978-3-031-29800-4_30
R. A. L. Quintero, J. R. S. Reina, E. Theophilou, and D. Hernández-Leo, “Intrinsic Motivation for Social Media Literacy, a Look into the Narrative Scripts,” in Higher Education Learning Methodologies and Technologies Online - 4th International Conference, HELMeTO 2022, Palermo, Italy, September 21-23, 2022, Revised Selected Papers, 2022, pp. 419–432. DOI: 10.1007/978-3-031-29800-4_32
F. Crespi, I. Amarasinghe, M. Vujovic, and D. Hernández-Leo, “Estimating Orchestration Load in CSCL Situations Using EDA,” in International Conference on Advanced Learning Technologies, ICALT 2022, Bucharest, Romania, July 1-4, 2022, 2022, pp. 128–132. DOI: 10.1109/ICALT55010.2022.00046
M. Dieckmann, D. Hernández-Leo, and I. Amarasinghe, “Flagging in teacher-facing orchestration dashboards: factors affecting its use in Pyramid CSCL debriefing,” in International Conference on Advanced Learning Technologies, ICALT 2022, Bucharest, Romania, July 1-4, 2022, 2022, pp. 133–135. DOI: 10.1109/ICALT55010.2022.00047
M. Vujovic and D. Hernández-Leo, “How do table shape, group size, and gender affect on-task actions in collaborative learning activities?” IEEE DataPort, May-2022. DOI: 10.21227/e84y-5t74
L. Brancalião, J. Gonçalves, M. Á. Conde, and P. Costa, “Systematic Mapping Literature Review of Mobile Robotics Competitions,” Sensors, vol. 22, no. 6, p. 2160, 2022. DOI: 10.3390/s22062160
M. Á. Conde, A. Andrés-Gómez, F. J. Rodríguez-Sedano, and C. F. Llamas, “Applying Natural Language Processing to Teamwork - A New Dashboard for CTMTC Methodology,” in Learning and Collaboration Technologies. Novel Technological Environments - 9th International Conference, LCT 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Virtual Event, June 26 - July 1, 2022, Proceedings, Part II, 2022, pp. 251–261. DOI: 10.1007/978-3-031-05675-8_19
A. Calvo-Morata, M. Freire-Morán, I. Martínez-Ortiz, and B. Fernández-Manjón, “Scoping Review of Bioelectrical Signals Uses in Videogames for Evaluation Purposes,” IEEE Access, vol. 10, pp. 107703–107715, 2022. DOI: 10.1109/ACCESS.2022.3213070
C. Alonso-Fernández, A. Calvo-Morata, M. Freire, I. Martínez-Ortiz, and B. Fernández-Manjón, “Game Learning Analytics:: Blending Visual and Data Mining Techniques to Improve Serious Games and to Better Understand Player Learning,” J. Learn. Anal., vol. 9, no. 3, pp. 32–49, 2022. DOI: 10.18608/jla.2022.7633
I. J. Pérez-Colado, V. M. Pérez-Colado, I. Martínez-Ortiz, M. Freire, and B. Fernández-Manjón, “Using e-Learning Standards to Improve Serious Game Deployment and Evaluation,” in IEEE Global Engineering Education Conference, EDUCON 2022, Tunis, Tunisia, March 28-31, 2022, 2022, pp. 2077–2083. DOI: 10.1109/EDUCON52537.2022.9766573
A. Calvo-Morata, M. Freire, I. Martínez-Ortiz, and B. Fernández-Manjón, “Bioelectrical signals use in videogames for evaluation purposes.” IEEE DataPort, Oct-2022. DOI: 10.21227/pfzr-zm45
A. Vázquez-Ingelmo, F. J. García-Peñalvo, and R. Therón, “MetaViz - A graphical meta-model instantiator for generating information dashboards and visualizations,” J. King Saud Univ. Comput. Inf. Sci., vol. 34, no. 10 Part B, pp. 9977–9990, 2022. DOI: 10.1016/j.jksuci.2022.09.015
A. García-Holgado et al., “KoopaML, a Machine Learning platform for medical data analysis,” J. Interact. Syst., vol. 13, no. 1, pp. 154–165, 2022. DOI: 10.5753/jis.2022.2574
F. J. García-Peñalvo, A. Vázquez-Ingelmo, and A. García-Holgado, “Fostering Decision-Making Processes in Health Ecosystems Through Visual Analytics and Machine Learning,” in Learning and Collaboration Technologies. Novel Technological Environments - 9th International Conference, LCT 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Virtual Event, June 26 - July 1, 2022, Proceedings, Part II, 2022, pp. 262–273. DOI: 10.1007/978-3-031-05675-8_20
A. Vázquez-Ingelmo et al., “Flexible Heuristics for Supporting Recommendations Within an AI Platform Aimed at Non-expert Users,” in Learning Technologies and Systems - 21st International Conference on Web-Based Learning, ICWL 2022, and 7th International Symposium on Emerging Technologies for Education, SETE 2022, Tenerife, Spain, November 21-23, 2022, Revised Selected Papers, 2022, pp. 333–338. DOI: 10.1007/978-3-031-33023-0_30
A. García-Holgado et al., “Preliminary study of the usability of the INGAME game for social inclusion and civic participation,” in Interacción 2022: XXII International Conference on Human Computer Interaction, Teruel, Spain, September 7 - 9, 2022, 2022, pp. 10:1–10:7. DOI: 10.1145/3549865.3549901
A. Vázquez-Ingelmo, A. García-Holgado, F. J. García-Peñalvo, R. Therón, and R. Colomo-Palacios, “Content-validation questionnaire of a meta-model to ease the learning of data visualization concepts (Short paper),” in Proceedings of the Learning Analytics Summer Institute Spain 2022 (LASI Spain 2022), Salamanca, Spain, June 20-21, 2022, 2022, pp. 6–11 [Online]. Available: https://ceur-ws.org/Vol-3238/paper1.pdf
A. Vázquez-Ingelmo, F. J. García-Peñalvo, R. Therón, V. L. Byrd, and J. D. Camba, “A proposal to measure the understanding of data visualization elements in visual analytics applications (Short paper),” in Proceedings of the Learning Analytics Summer Institute Spain 2022 (LASI Spain 2022), Salamanca, Spain, June 20-21, 2022, 2022, pp. 70–76 [Online]. Available: https://ceur-ws.org/Vol-3238/paper10.pdf
M.-J. Marco-Galindo, J. Minguillón, D. García-Solórzano, and T. Sancho-Vinuesa, “Why Do CS1 Students Become Repeaters?,” Rev. Iberoam. de Tecnol. del Aprendiz., vol. 17, no. 3, pp. 245–253, 2022. DOI: 10.1109/RITA.2022.3191288
J. A. Martínez-Carrascal and T. Sancho-Vinuesa, “Using Process Mining to determine the relevance and impact of performing optional quizzes before evaluative assessments,” in Proceedings of the Learning Analytics Summer Institute Spain 2022 (LASI Spain 2022), Salamanca, Spain, June 20-21, 2022, 2022, pp. 52–60 [Online]. Available: https://ceur-ws.org/Vol-3238/paper7.pdf
L. M. H. D. Silva, I.-A. Chounta, M. J. Rodríguez-Triana, E. R. Roa, A. Gramberg, and A. Valk, “Toward an Institutional Analytics Agenda for Addressing Student Dropout in Higher Education: An Academic Stakeholders’ Perspective,” J. Learn. Anal., vol. 9, no. 2, pp. 179–201, 2022. DOI: 10.18608/jla.2022.7507
G. Pishtari, L. P. Prieto, M. J. Rodríguez-Triana, and R. M. Maldonado, “Design Analytics for Mobile Learning: Scaling up the Classification of Learning Designs Based on Cognitive and Contextual Elements,” J. Learn. Anal., vol. 9, no. 2, pp. 236–252, 2022. DOI: 10.18608/jla.2022.7551
M. Saar, M. J. Rodríguez-Triana, and L. P. Prieto, “Towards data-informed teaching practice:: A model for integrating analytics with teacher inquiry,” J. Learn. Anal., vol. 9, no. 3, pp. 88–103, 2022. DOI: 10.18608/jla.2022.7505
D. Gillet, I. V. Cardia, J. C. Farah, K. L. P. Hoang, and M. J. Rodríguez-Triana, “Integrated Model for Comprehensive Digital Education Platforms,” in IEEE Global Engineering Education Conference, EDUCON 2022, Tunis, Tunisia, March 28-31, 2022, 2022, pp. 1587–1593. DOI: 10.1109/EDUCON52537.2022.9766795
J. C. Farah, B. Spaenlehauer, V. Sharma, M. J. Rodríguez-Triana, S. Ingram, and D. Gillet, “Impersonating Chatbots in a Code Review Exercise to Teach Software Engineering Best Practices,” in IEEE Global Engineering Education Conference, EDUCON 2022, Tunis, Tunisia, March 28-31, 2022, 2022, pp. 1634–1642. DOI: 10.1109/EDUCON52537.2022.9766793
J. C. Farah, B. Spaenlehauer, M. J. Rodríguez-Triana, S. Ingram, and D. Gillet, “Toward Code Review Notebooks,” in International Conference on Advanced Learning Technologies, ICALT 2022, Bucharest, Romania, July 1-4, 2022, 2022, pp. 209–211. DOI: 10.1109/ICALT55010.2022.00068
J. C. Farah, B. Spaenlehauer, M. J. Rodríguez-Triana, S. Ingram, and D. Gillet, “Integrating Code Reviews into Online Lessons to Support Software Engineering Education,” in Learning in the Age of Digital and Green Transition - Proceedings of the 25th International Conference on Interactive Collaborative Learning (ICL 2022), Volume 2, Vienna, Austria, 27-30 September 2022, 2022, pp. 815–826. DOI: 10.1007/978-3-031-26190-9_84
N. Ferran-Ferrer, M. Miquel-Ribé, J. Meneses, and J. Minguillón, “The Gender Perspective in Wikipedia: A Content and Participation Challenge,” in Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022, 2022, pp. 1319–1323. DOI: 10.1145/3487553.3524937
S. Iftikhar, C. Garcia-Lopez, D. García-Solórzano, E. Mor, and A.-E. Guerrero-Roldán, “Designing Dashboards to Support Teachers in Online Learning Tools,” in Learning and Collaboration Technologies. Designing the Learner and Teacher Experience - 9th International Conference, LCT 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Virtual Event, June 26 - July 1, 2022, Proceedings, Part I, 2022, pp. 238–252. DOI: 10.1007/978-3-031-05657-4_17
P. Topali, A. Ortega-Arranz, A. Martínez-Monés, and S. L. Villagrá-Sobrino, “‘Houston, we have a problem’: Revealing MOOC practitioners’ experiences regarding feedback provision to learners facing difficulties,” Comput. Appl. Eng. Educ., vol. 29, no. 4, pp. 769–785, 2021. DOI: 10.1002/cae.22360
B. Tabuenca et al., “Affordances and Core Functions of Smart Learning Environments: A Systematic Literature Review,” IEEE Trans. Learn. Technol., vol. 14, no. 2, pp. 129–145, 2021. DOI: 10.1109/TLT.2021.3067946
C. Villa-Torrano et al., “Dataset on an online collaborative learning situation in a computer networks course (Abstract),” in Joint Proceedings of the Workshops at the International Conference on Educational Data Mining 2021 co-located with 14th International Conference on Educational Data Mining (EDM 2021), Held Virtually, 2021, 2021 [Online]. Available: https://ceur-ws.org/Vol-3051/CSEDM_6.pdf
P. Topali, I.-A. Chounta, A. Ortega-Arranz, S. L. Villagrá-Sobrino, and A. Martínez-Monés, “CoFeeMOOC-v.2: Designing Contingent Feedback for Massive Open Online Courses,” in 7th European MOOCs Stakeholders Summit, EMOOCs 2021, online, June 22-24, 2021, 2021, pp. 209–217. DOI: 10.25932/publishup-51724
A. Ruiz-Calleja et al., “SLEek: An Ontology For Smart Learning in the Web of Data,” in 21st International Conference on Advanced Learning Technologies, ICALT 2021, Tartu, Estonia, July 12-15, 2021, 2021, pp. 365–366. DOI: 10.1109/ICALT52272.2021.00117
P. Topali, A. Ortega-Arranz, A. Martínez-Monés, S. Villagrá-Sobrino, J. I. Asensio-Pérez, and Y. Dimitriadis, “Identifying Learner Problems Framed within MOOC Learning Designs,” in Proceeding of the 29th International Conference on Computers in Education, ICCE 2021, virtual, November 22-26, 2021, 2021. DOI: 10.58459/icce.2021.4159
E. Er et al., “Theory-based learning analytics to explore student engagement patterns in a peer review activity,” in LAK’21: 11th International Learning Analytics and Knowledge Conference, Irvine, CA, USA, April 12-16, 2021, 2021, pp. 196–206. DOI: 10.1145/3448139.3448158
K. E. Aadmi-Laamech, Y. Dimitriadis, P. Santos, D. Hernández-Leo, K. Michos, and A. Martínez-Monés, “Workshop on human-centred learning analytics: A critical analysis based on the discussion of two case studies,” in Learning Analytics Summer Institute Spain 2021: Learning analytics in times of COVID-19: Opportunity from crisis, Barcelona, Spain, July 7-9, 2021, 2021, pp. 81–89 [Online]. Available: https://ceur-ws.org/Vol-3029/paper08.pdf
M. J. Rodríguez-Triana, L. P. Prieto, Y. A. Dimitriadis, T. de Jong, and D. Gillet, “ADA for IBL: Lessons Learned in Aligning Learning Design and Analytics for Inquiry-Based Learning Orchestration,” J. Learn. Anal., vol. 8, no. 2, pp. 22–50, 2021. DOI: 10.18608/jla.2021.7357
A. Ruiz-Calleja, G. Vega-Gorgojo, M. L. Bote-Lorenzo, J. I. Asensio-Pérez, Y. Dimitriadis, and E. Gómez-Sánchez, “Supporting contextualized learning with linked open data,” J. Web Semant., vol. 70, p. 100657, 2021. DOI: 10.1016/j.websem.2021.100657
W. Suraworachet, C. Villa-Torrano, Q. Zhou, J. I. Asensio-Pérez, Y. A. Dimitriadis, and M. Cukurova, “Examining the Relationship Between Reflective Writing Behaviour and Self-regulated Learning Competence: A Time-Series Analysis,” in Technology-Enhanced Learning for a Free, Safe, and Sustainable World - 16th European Conference on Technology Enhanced Learning, EC-TEL 2021, Bolzano, Italy, September 20-24, 2021, Proceedings, 2021, pp. 163–177. DOI: 10.1007/978-3-030-86436-1_13
E. Zalavra, K. A. Papanikolaou, Y. A. Dimitriadis, and C. Sgouropoulou, “Exploring Teachers’ Needs for Guidance While Designing for Technology-Enhanced Learning with Digital Tools,” in Technology-Enhanced Learning for a Free, Safe, and Sustainable World - 16th European Conference on Technology Enhanced Learning, EC-TEL 2021, Bolzano, Italy, September 20-24, 2021, Proceedings, 2021, pp. 358–362. DOI: 10.1007/978-3-030-86436-1_35
A. Ntourmas, N. M. Avouris, S. Daskalaki, and Y. A. Dimitriadis, “Exploring the ‘distance’ between MOOC forums: A comparative study on discussion topics,” in 21st International Conference on Advanced Learning Technologies, ICALT 2021, Tartu, Estonia, July 12-15, 2021, 2021, pp. 160–162. DOI: 10.1109/ICALT52272.2021.00055
E. Zalavra, K. A. Papanikolaou, Y. A. Dimitriadis, and C. Sgouropoulou, “Teachers’ perceptions of learning design recommendations,” in 19th International Conference on Information Technology Based Higher Education and Training, ITHET 2021, Sydney, Australia, November 4-6, 2021, 2021, pp. 1–8. DOI: 10.1109/ITHET50392.2021.9759609
A. Ntourmas, Y. A. Dimitriadis, S. Daskalaki, and N. M. Avouris, “Classification of Discussions in MOOC Forums: An Incremental Modeling Approach,” in L@S’21: Eighth ACM Conference on Learning @ Scale, Virtual Event, Germany, June 22-25, 2021, 2021, pp. 183–194. DOI: 10.1145/3430895.3460137
E. Corral, M. J. G. García, E. Díez-Jiménez, P. M. Moreno-Marcos, and C. C. Sisamon, “Improving the learning of engineering students with interactive teaching applications,” Comput. Appl. Eng. Educ., vol. 29, no. 6, pp. 1665–1674, 2021. DOI: 10.1002/cae.22415
K. Kollom et al., “A four-country cross-case analysis of academic staff expectations about learning analytics in higher education,” Internet High. Educ., vol. 49, p. 100788, 2021. DOI: 10.1016/j.iheduc.2020.100788
C. D. Kloos et al., “Towards a Cloud-Based University Accelerated By the Pandemic,” in IEEE Global Engineering Education Conference, EDUCON 2021, Vienna, Austria, April 21-23, 2021, 2021, pp. 1642–1649. DOI: 10.1109/EDUCON46332.2021.9453967
A. Alzahrani et al., “Success-Enablers of Learning Analytics Adoption in Higher Education: A Quantitative Ethnographic Study,” in Advances in Quantitative Ethnography - Third International Conference, ICQE 2021, Virtual Event, November 6-11, 2021, Proceedings, 2021, pp. 395–409. DOI: 10.1007/978-3-030-93859-8_26
M. Pérez-Sanagustín et al., “Can Feedback based on Predictive Data Improve Learners’ Passing Rates in MOOCs? A Preliminary Analysis,” in L@S’21: Eighth ACM Conference on Learning @ Scale, Virtual Event, Germany, June 22-25, 2021, 2021, pp. 339–342. DOI: 10.1145/3430895.3460991
A. Balderas, M. Palomo-Duarte, J. A. C. Hernández, M. Rodriguez-Garcia, and J. M. Dodero, “Learning Analytics to Detect Evidence of Fraudulent Behaviour in Online Examinations,” Int. J. Interact. Multim. Artif. Intell., vol. 7, no. 2, p. 241, 2021. DOI: 10.9781/ijimai.2021.10.007
M. Rodriguez-Garcia, M.-Á. Sicilia, and J. M. Dodero, “A privacy-preserving design for sharing demand-driven patient datasets over permissioned blockchains and P2P secure transfer,” PeerJ Comput. Sci., vol. 7, p. e568, 2021. DOI: 10.7717/peerj-cs.568
A. Balderas, A. J. Mendes, and J. M. Dodero, Eds., 23rd International Symposium on Computers in Education, SIIE 2021, Malaga, Spain, September 23-24, 2021. IEEE, 2021. DOI: 10.1109/SIIE53363.2021
A. Álvarez-Ayllón, M. Palomo-Duarte, and J. M. Dodero, “Inference of Common Multidimensional Equally-Distributed Attributes,” CoRR, vol. abs/2104.09809, 2021 [Online]. Available: https://arxiv.org/abs/2104.09809
A. Balderas, Ms. Ibarra-Sáiz, and G. Rodríguez-Gómez, “CORAMeval: A Software to Evaluate Competencies, Learning Outcomes and Assessment Formats in Higher Education,” in 23rd International Symposium on Computers in Education, SIIE 2021, Malaga, Spain, September 23-24, 2021, 2021, pp. 1–5. DOI: 10.1109/SIIE53363.2021.9583629
R. Cobos and J.-C. Ruiz-Garcia, “Improving learner engagement in MOOCs using a learning intervention system: A research study in engineering education,” Comput. Appl. Eng. Educ., vol. 29, no. 4, pp. 733–749, 2021. DOI: 10.1002/cae.22316
R. Daza, D. DeAlcala, A. Morales, R. Tolosana, R. Cobos, and J. Fiérrez, “ALEBk: Feasibility Study of Attention Level Estimation via Blink Detection applied to e-Learning,” CoRR, vol. abs/2112.09165, 2021 [Online]. Available: https://arxiv.org/abs/2112.09165
M. Caeiro-Rodríguez et al., “Teaching Soft Skills in Engineering Education: An European Perspective,” IEEE Access, vol. 9, pp. 29222–29242, 2021. DOI: 10.1109/ACCESS.2021.3059516
A. A. ElSayed, M. Caeiro-Rodríguez, F. A. Mikic-Fonte, and M. L. Nistal, “A Novel Method to Measure Self-Regulated Learning Based on Social Media,” IEEE Access, vol. 9, pp. 93516–93528, 2021. DOI: 10.1109/ACCESS.2021.3092943
R. P. D. Redondo, M. Caeiro-Rodríguez, J. J. L. L. Escobar, and A. F. Vilas, “Integrating micro-learning content in traditional e-learning platforms,” Multim. Tools Appl., vol. 80, no. 2, pp. 3121–3151, 2021. DOI: 10.1007/s11042-020-09523-z
M. Caeiro-Rodríguez, I. Otero-González, F. A. Mikic-Fonte, and M. L. Nistal, “A Systematic Review of Commercial Smart Gloves: Current Status and Applications,” Sensors, vol. 21, no. 8, p. 2667, 2021. DOI: 10.3390/s21082667
M. L. Nistal, F. A. Mikic-Fonte, M. Caeiro-Rodríguez, and M. Liz-Domínguez, “BeA (Blended e-Assessment): adapting to the COVID-19 world,” in IEEE Global Engineering Education Conference, EDUCON 2021, Vienna, Austria, April 21-23, 2021, 2021, pp. 1532–1536. DOI: 10.1109/EDUCON46332.2021.9454022
M. Liz-Domínguez, M. Caeiro-Rodríguez, M. L. Nistal, and F. A. Mikic-Fonte, “Monitoring students’ self-regulation as a basis for an early warning system,” in Learning Analytics Summer Institute Spain 2021: Learning analytics in times of COVID-19: Opportunity from crisis, Barcelona, Spain, July 7-9, 2021, 2021, pp. 38–51 [Online]. Available: https://ceur-ws.org/Vol-3029/paper04.pdf
R. P. D. Redondo, M. Caeiro-Rodríguez, S. Torres-Guijarro, I. V. Silva, and M. M. Vázquez, “A Micro Learning Approach Based on a Telegram Bot: a Gender-Inclusive Language Experience,” in 10th Mediterranean Conference on Embedded Computing, MECO 2021, Budva, Montenegro, June 7-10, 2021, 2021, pp. 1–4. DOI: 10.1109/MECO52532.2021.9460187
M. L. Nistal, F. A. Mikic-Fonte, M. Caeiro-Rodríguez, and M. Liz-Domínguez, “Teaching during the COVID-19 pandemic as an opportunity to change the education of the future,” in 23rd International Symposium on Computers in Education, SIIE 2021, Malaga, Spain, September 23-24, 2021, 2021, pp. 1–6. DOI: 10.1109/SIIE53363.2021.9583656
M. Caeiro-Rodríguez et al., “A Virtual Environment to Support Digital Education Readiness and Creative Skills,” in 23rd International Symposium on Computers in Education, SIIE 2021, Malaga, Spain, September 23-24, 2021, 2021, pp. 1–4. DOI: 10.1109/SIIE53363.2021.9583652
M. Caeiro-Rodríguez et al., “A collaborative city-based game to support soft skills development in engineering and economics,” in 23rd International Symposium on Computers in Education, SIIE 2021, Malaga, Spain, September 23-24, 2021, 2021, pp. 1–4. DOI: 10.1109/SIIE53363.2021.9583639
Á. Hernández-García, D. H. Leo, M. Caeiro-Rodríguez, and T. S. Vinuesa, Eds., Learning Analytics Summer Institute Spain 2021: Learning analytics in times of COVID-19: Opportunity from crisis, Barcelona, Spain, July 7-9, 2021, vol. 3029. CEUR-WS.org, 2021 [Online]. Available: https://ceur-ws.org/Vol-3029
W. Chango, R. Cerezo, and C. Romero, “Multi-source and multimodal data fusion for predicting academic performance in blended learning university courses,” Comput. Electr. Eng., vol. 89, p. 106908, 2021. DOI: 10.1016/j.compeleceng.2020.106908
W. Chango, R. Cerezo, M. Sánchez-Santillán, R. Azevedo, and C. Romero, “Improving prediction of students’ performance in intelligent tutoring systems using attribute selection and ensembles of different multimodal data sources,” J. Comput. High. Educ., vol. 33, no. 3, pp. 614–634, 2021. DOI: 10.1007/s12528-021-09298-8
G. Marco, J. de la Rosa, J. Gonzalo, S. Ros, and E. González-Blanco, “Automated Metric Analysis of Spanish Poetry: Two Complementary Approaches,” IEEE Access, vol. 9, pp. 51734–51746, 2021. DOI: 10.1109/ACCESS.2021.3069635
M. L. D. Platas, S. R. Muñoz, E. González-Blanco, P. R. Fabo, and E. Á. Mellado, “Medieval Spanish (12th-15th centuries) named entity recognition and attribute annotation system based on contextual information,” J. Assoc. Inf. Sci. Technol., vol. 72, no. 2, pp. 224–238, 2021. DOI: 10.1002/asi.24399
E. Á. Mellado, M. L. D. Platas, P. R. Fabo, H. Bermúdez-Sabel, S. Ros, and E. González-Blanco, “TEI-friendly annotation scheme for medieval named entities: a case on a Spanish medieval corpus,” Lang. Resour. Evaluation, vol. 55, no. 2, pp. 525–549, 2021. DOI: 10.1007/s10579-020-09516-2
S. Iglesías-Pradas, Á. Hernández-García, J. Chaparro-Peláez, and J. L. Prieto, “Emergency remote teaching and students’ academic performance in higher education during the COVID-19 pandemic: A case study,” Comput. Hum. Behav., vol. 119, p. 106713, 2021. DOI: 10.1016/j.chb.2021.106713
M. Á. Conde, F. J. Rodríguez-Sedano, Á. Hernández-García, A. Gutiérrez-Fernández, and Á. M. Guerrero-Higueras, “Your Teammate Just Sent You a New Message! The Effects of Using Telegram on Individual Acquisition of Teamwork Competence,” Int. J. Interact. Multim. Artif. Intell., vol. 6, no. 6, pp. 225–233, 2021. DOI: 10.9781/ijimai.2021.05.007
M. Á. Conde, Á. Hernández-García, and J. Chaparro-Peláez, “Learning Analytics: Moving on?,” in TEEM’21: Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality, Barcelona, Spain, October 26 - 29, 2021, 2021, pp. 583–586. DOI: 10.1145/3486011.3486519
M. Beardsley, L. Albó, P. Aragón, and D. Hernández-Leo, “Emergency education effects on teacher abilities and motivation to use digital technologies,” Br. J. Educ. Technol., vol. 52, no. 4, pp. 1455–1477, 2021. DOI: 10.1111/bjet.13101
I. Amarasinghe, D. Hernández-Leo, and H. U. Hoppe, “Deconstructing orchestration load: comparing teacher support through mirroring and guiding,” Int. J. Comput. Support. Collab. Learn., vol. 16, no. 3, pp. 307–338, 2021. DOI: 10.1007/s11412-021-09351-9
M. Vujovic, I. Amarasinghe, and D. Hernández-Leo, “Studying Collaboration Dynamics in Physical Learning Spaces: Considering the Temporal Perspective through Epistemic Network Analysis,” Sensors, vol. 21, no. 9, p. 2898, 2021. DOI: 10.3390/s21092898
L. Albó and D. Hernández-Leo, “edCrumble, a Data-Enriched Visual Authoring Design Tool for Blended Learning,” IEEE Trans. Learn. Technol., vol. 14, no. 1, pp. 55–68, 2021. DOI: 10.1109/TLT.2020.3040475
I. Amarasinghe, D. Hernández-Leo, E. Theophilou, J. R. S. Reina, and R. A. L. Quintero, “Learning Gains in Pyramid Computer-Supported Collaboration Scripts: Factors and Implications for Design,” in Collaboration Technologies and Social Computing - 27th International Conference, CollabTech 2021, Virtual Event, August 31 - September 3, 2021, Proceedings, 2021, pp. 35–50. DOI: 10.1007/978-3-030-85071-5_3
N. F. G. Páez, J. S. G. Cañón, L. Porcaro, P. Santos, D. Hernández-Leo, and E. Gómez, “Emotion Annotation of Music: A Citizen Science Approach,” in Collaboration Technologies and Social Computing - 27th International Conference, CollabTech 2021, Virtual Event, August 31 - September 3, 2021, Proceedings, 2021, pp. 51–66. DOI: 10.1007/978-3-030-85071-5_4
I. Amarasinghe, S. Manske, H. U. Hoppe, P. Santos, and D. Hernández-Leo, “Using Network Analysis to Characterize Participation and Interaction in a Citizen Science Online Community,” in Collaboration Technologies and Social Computing - 27th International Conference, CollabTech 2021, Virtual Event, August 31 - September 3, 2021, Proceedings, 2021, pp. 67–82. DOI: 10.1007/978-3-030-85071-5_5
M. Calvera-Isabal, P. Santos, and D. Hernández-Leo, “Citizen science, data science and education: how to support teacher’s inspiration during the learning activities design with technology enhance learning,” in Proceedings of the Doctoral Consortium of the Sixteenth European Conference on Technology Enhanced Learning co-located with the Sixteenth European Conference on Technology Enhanced Learning (EC-TEL 2021), Virtual Event, Bolzano, Italy, September 20-21, 2021, 2021, pp. 15–21 [Online]. Available: https://ceur-ws.org/Vol-3076/ECTEL2021_DC_paper02.pdf
M. Dieckmann and D. Hernández-Leo, “Using epistemic information to improve learning gains in a computer-supported collaborative learning context,” in Proceedings of the Doctoral Consortium of the Sixteenth European Conference on Technology Enhanced Learning co-located with the Sixteenth European Conference on Technology Enhanced Learning (EC-TEL 2021), Virtual Event, Bolzano, Italy, September 20-21, 2021, 2021, pp. 113–121 [Online]. Available: https://ceur-ws.org/Vol-3076/ECTEL2021_DC_paper14.pdf
N. F. G. Páez, P. Santos, D. Hernández-Leo, and M. Carrió, “Designing a Pre-service Teacher Community Platform: A Focus on Participants’ Motivations,” in Technology-Enhanced Learning for a Free, Safe, and Sustainable World - 16th European Conference on Technology Enhanced Learning, EC-TEL 2021, Bolzano, Italy, September 20-24, 2021, Proceedings, 2021, pp. 352–357. DOI: 10.1007/978-3-030-86436-1_34
E. Hakami, D. Hernández-Leo, and I. Amarasinghe, “Understanding the Well-Being Impact of a Computer-Supported Collaborative Learning Tool: The Case of PyramidApp,” in Technology-Enhanced Learning for a Free, Safe, and Sustainable World - 16th European Conference on Technology Enhanced Learning, EC-TEL 2021, Bolzano, Italy, September 20-24, 2021, Proceedings, 2021, pp. 373–378. DOI: 10.1007/978-3-030-86436-1_38
M. Velamazán, P. Santos, and D. Hernández-Leo, “Awareness Tools for Monitoring Socio-emotional Regulation During Collaboration in Settings Outside School Without Teacher Supervision,” in Technology-Enhanced Learning for a Free, Safe, and Sustainable World - 16th European Conference on Technology Enhanced Learning, EC-TEL 2021, Bolzano, Italy, September 20-24, 2021, Proceedings, 2021, pp. 389–393. DOI: 10.1007/978-3-030-86436-1_41
D. Hernández-Leo, E. Theophilou, R. Lobo, J. R. S. Reina, and D. Ognibene, “Narrative Scripts Embedded in Social Media Towards Empowering Digital and Self-protection Skills,” in Technology-Enhanced Learning for a Free, Safe, and Sustainable World - 16th European Conference on Technology Enhanced Learning, EC-TEL 2021, Bolzano, Italy, September 20-24, 2021, Proceedings, 2021, pp. 394–398. DOI: 10.1007/978-3-030-86436-1_42
L. Albó, N. Stylianidou, X. Chalatsis, M. Dieckmann, and D. Hernández-Leo, “Including Students’ Voices in the Design of Blended Learning Lesson Plans,” in Technology-Enhanced Learning for a Free, Safe, and Sustainable World - 16th European Conference on Technology Enhanced Learning, EC-TEL 2021, Bolzano, Italy, September 20-24, 2021, Proceedings, 2021, pp. 419–423. DOI: 10.1007/978-3-030-86436-1_47
N. F. G. Páez, P. S. Rodriguez, and D. Hernández-Leo, “Understanding participants motivational factors for the design of a teacher community platform,” in 21st International Conference on Advanced Learning Technologies, ICALT 2021, Tartu, Estonia, July 12-15, 2021, 2021, pp. 132–134. DOI: 10.1109/ICALT52272.2021.00047
J. Martínez-Moreno, P. Santos, and D. H. Leo, “Teachers’ self-perception in maker education: three approaches for STEM professional development,” in 21st International Conference on Advanced Learning Technologies, ICALT 2021, Tartu, Estonia, July 12-15, 2021, 2021, pp. 234–235. DOI: 10.1109/ICALT52272.2021.00076
E. Hakami and D. H. Leo, “Investigating the Well-being Impacts of Educational Technologies Supported by Learning Analytics: An application of the initial phase of IEEE P7010 recommended practice to a set of cases,” in LAK’21: 11th International Learning Analytics and Knowledge Conference, Irvine, CA, USA, April 12-16, 2021, 2021, pp. 269–279. DOI: 10.1145/3448139.3448165
E. Theophilou, I. Amarasinghe, D. Hernández-Leo, R. A. L. Quintero, and F. Crespi, “Towards socially shared regulation within CSCL scripts: mirroring group participation in PyramidApp,” in Learning Analytics Summer Institute Spain 2021: Learning analytics in times of COVID-19: Opportunity from crisis, Barcelona, Spain, July 7-9, 2021, 2021, pp. 73–80 [Online]. Available: https://ceur-ws.org/Vol-3029/paper07.pdf
E. Hakami and D. Hernández-Leo, “Teachers’ views about the impact of Learning Design Community platforms on Well-being,” in 23rd International Symposium on Computers in Education, SIIE 2021, Malaga, Spain, September 23-24, 2021, 2021, pp. 1–5. DOI: 10.1109/SIIE53363.2021.9583651
V. M. Oliver, D. Hernández-Leo, and A. R. Rementeria, “Comparative analysis of interaction in online and in-person classes among undergraduate and Master students: Barriers and Facilitators,” in 23rd International Symposium on Computers in Education, SIIE 2021, Malaga, Spain, September 23-24, 2021, 2021, pp. 1–6. DOI: 10.1109/SIIE53363.2021.9583634
J. Martínez-Moreno, P. Santos, and D. H. Leo, “Maker Education in Primary Education: Changes in Students’ Maker-Mindset and Gender Differences,” in TEEM’21: Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality, Barcelona, Spain, October 26 - 29, 2021, 2021, pp. 120–125. DOI: 10.1145/3486011.3486431
D. H. Leo, R. Hishiyama, G. Zurita, B. Weyers, A. Nolte, and H. Ogata, Eds., Collaboration Technologies and Social Computing - 27th International Conference, CollabTech 2021, Virtual Event, August 31 - September 3, 2021, Proceedings, vol. 12856. Springer, 2021. DOI: 10.1007/978-3-030-85071-5
E. Hakami and D. Hernández-Leo, “Internal analysis for assessing the wellbeing impact of LA-supported learning technologies (Version 1).” Zenodo, Dec-2021. DOI: 10.5281/zenodo.5810048
E. Hakami and D. H. Leo, “Internal analysis for assessing the wellbeing impact of LA-supported learning technologies (Version 1).” Zenodo, Dec-2021. DOI: 10.5281/zenodo.5810444
N. F. G. Páez, P. Santos, D. Hernández-Leo, K. Michos, and M. Carrió, “Exploring teachers’ motivations and incentives to participate in online communities (Version 1).” Zenodo, Jan-2021. DOI: 10.5281/zenodo.4434274
M. Vujovic and D. H. Leo, “How do table shape, group size, and gender affect on-task actions in computer education open-ended tasks_data (Version 1).” Zenodo, Jul-2021. DOI: 10.5281/zenodo.5109759
D. Ognibene et al., “Challenging Social Media Threats using Collective Well-being Aware Recommendation Algorithms and an Educational Virtual Companion,” CoRR, vol. abs/2102.04211, 2021 [Online]. Available: https://arxiv.org/abs/2102.04211
M. Karimi-Haghighi, C. Castillo, D. H. Leo, and V. M. Oliver, “Predicting Early Dropout: Calibration and Algorithmic Fairness Considerations,” CoRR, vol. abs/2103.09068, 2021 [Online]. Available: https://arxiv.org/abs/2103.09068
R. Ghannam, S. Hussain, H. Fan, and M. Á. C. González, “Supporting Team Based Learning Using Electronic Laboratory Notebooks: Perspectives From Transnational Students,” IEEE Access, vol. 9, pp. 43241–43252, 2021. DOI: 10.1109/ACCESS.2021.3065611
M. Á. Conde, F. J. Rodríguez-Sedano, C. F. Llamas, J. Gonçalves, J. Lima, and F. J. García-Peñalvo, “Fostering STEAM through challenge-based learning, robotics, and physical devices: A systematic mapping literature review,” Comput. Appl. Eng. Educ., vol. 29, no. 1, pp. 46–65, 2021. DOI: 10.1002/cae.22354
C. Camargo, J. Gonçalves, M. Á. Conde, F. J. Rodríguez-Sedano, P. Costa, and F. J. García-Peñalvo, “Systematic Literature Review of Realistic Simulators Applied in Educational Robotics Context,” Sensors, vol. 21, no. 12, p. 4031, 2021. DOI: 10.3390/s21124031
Á. Fernández, C. Fernández, J. Á. Miguel-Dávila, and M. Á. Conde, “Integrating supercomputing clusters into education: a case study in biotechnology,” J. Supercomput., vol. 77, no. 3, pp. 2302–2325, 2021. DOI: 10.1007/s11227-020-03360-5
Á. M. Guerrero-Higueras, L. Sánchez-González, M. Á. C. González, and M. C. Limas, “Facilitating the learning process in parallel computing by using instant messaging,” J. Supercomput., vol. 77, no. 4, pp. 3899–3913, 2021. DOI: 10.1007/s11227-020-03416-6
M. Á. Conde, F. J. Rodríguez-Sedano, F. J. Rodríguez-Lera, A. Gutiérrez-Fernández, and Á. M. Guerrero-Higueras, “Assessing the individual acquisition of teamwork competence by exploring students’ instant messaging tools use: the WhatsApp case study,” Univers. Access Inf. Soc., vol. 20, no. 3, pp. 441–450, 2021. DOI: 10.1007/s10209-020-00772-1
R. A. Pazmiño-Maji, M. Á. Conde, and F. J. García-Peñalvo, “Learning analytics in Ecuador: a systematic review supported by statistical implicative analysis,” Univers. Access Inf. Soc., vol. 20, no. 3, pp. 495–512, 2021. DOI: 10.1007/s10209-020-00773-0
M. Á. Conde, F. J. Rodríguez-Sedano, F. J. Rodríguez-Lera, A. Gutiérrez-Fernández, and Á. M. Guerrero-Higueras, “WhatsApp or Telegram. Which is the Best Instant Messaging Tool for the Interaction in Teamwork?,” in Learning and Collaboration Technologies: New Challenges and Learning Experiences - 8th International Conference, LCT 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24-29, 2021, Proceedings, Part I, 2021, pp. 239–249. DOI: 10.1007/978-3-030-77889-7_16
N. M. Mamani, F. J. García-Peñalvo, M. Á. Conde, and J. Gonçalves, “A systematic mapping about simulators and remote laboratories using hardware in the loop and robotic: Developing STEM/STEAM skills in pre-university education,” in 23rd International Symposium on Computers in Education, SIIE 2021, Malaga, Spain, September 23-24, 2021, 2021, pp. 1–6. DOI: 10.1109/SIIE53363.2021.9583622
F. J. García-Peñalvo, M. Á. Conde, J. Gonçalves, and J. Lima, “Current trends in robotics in education and computational thinking,” in TEEM’21: Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality, Barcelona, Spain, October 26 - 29, 2021, 2021, pp. 9–12. DOI: 10.1145/3486011.3486411
M. Á. Conde et al., “RoboSTEAM project the pilot phases,” in TEEM’21: Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality, Barcelona, Spain, October 26 - 29, 2021, 2021, pp. 44–50. DOI: 10.1145/3486011.3486417
J. Lozano-Arias, F. J. Rodríguez-Sedano, M.-I. González-Alonso, and M. Á. Conde, “Using Educational Robotic Exoskeleton for the Acquisition of Cross-Curricular Competences in Higher Education,” in TEEM’21: Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality, Barcelona, Spain, October 26 - 29, 2021, 2021, pp. 51–57. DOI: 10.1145/3486011.3486418
A. Calvo-Morata, C. Alonso-Fernández, M. Freire, I. Martínez-Ortiz, and B. Fernández-Manjón, “Creating awareness on bullying and cyberbullying among young people: Validating the effectiveness and design of the serious game Conectado,” Telematics Informatics, vol. 60, p. 101568, 2021. DOI: 10.1016/j.tele.2021.101568
C. Alonso-Fernández, M. Freire, I. Martínez-Ortiz, and B. Fernández-Manjón, “Improving evidence-based assessment of players using serious games,” Telematics Informatics, vol. 60, p. 101583, 2021. DOI: 10.1016/j.tele.2021.101583
C. Alonso-Fernández, A. Calvo-Morata, M. Freire, I. Martínez-Ortiz, and B. Fernández-Manjón, “Data science meets standardized game learning analytics,” in IEEE Global Engineering Education Conference, EDUCON 2021, Vienna, Austria, April 21-23, 2021, 2021, pp. 1546–1552. DOI: 10.1109/EDUCON46332.2021.9454134
V. M. Pérez-Colado, I. J. Pérez-Colado, M. Freire-Morán, I. Martínez-Ortiz, and B. Fernández-Manjón, “A Tool Supported Approach for Teaching Serious Game Learning Analytics,” in IEEE Frontiers in Education Conference, FIE 2021, Lincoln, NE, USA, October 13-16, 2021, 2021, pp. 1–8. DOI: 10.1109/FIE49875.2021.9637062
V. M. Pérez-Colado, I. J. Pérez-Colado, I. Martínez-Ortiz, M. Freire-Morán, and B. Fernández-Manjón, “Democratizing Game Learning Analytics for Serious Games,” in Games and Learning Alliance - 10th International Conference, GALA 2021, La Spezia, Italy, December 1-2, 2021, Proceedings, 2021, pp. 164–173. DOI: 10.1007/978-3-030-92182-8_16
I. Celorrio-Aguilera and M. Freire, “Creating Serious STEM Games by combining a Game Platform and Mathematical Software,” in 21st International Conference on Advanced Learning Technologies, ICALT 2021, Tartu, Estonia, July 12-15, 2021, 2021, pp. 69–71. DOI: 10.1109/ICALT52272.2021.00028
I. J. Pérez-Colado, V. M. Pérez-Colado, M. Freire, I. Martínez-Ortiz, and B. Fernández-Manjón, “e-learning Standards in Game-Based Learning?,” in 21st International Conference on Advanced Learning Technologies, ICALT 2021, Tartu, Estonia, July 12-15, 2021, 2021, pp. 81–82. DOI: 10.1109/ICALT52272.2021.00032
V. M. Pérez-Colado, I. J. Pérez-Colado, I. Martínez-Ortiz, M. Freire-Morán, and B. Fernández-Manjón, “Extending Narrative Serious Games Using Ad-Hoc Mini-games,” in Advances in Web-Based Learning - ICWL 2021 - 20th International Conference, ICWL 2021, Macau, China, November 13-14, 2021, Proceedings, 2021, pp. 63–74. DOI: 10.1007/978-3-030-90785-3_6
A. García-Holgado, A. Vázquez-Ingelmo, F. J. García-Peñalvo, and M. J. Rodríguez-Conde, “Improvement of Learning Outcomes in Software Engineering: Active Methodologies Supported Through the Virtual Campus,” Rev. Iberoam. de Tecnol. del Aprendiz., vol. 16, no. 2, pp. 143–153, 2021. DOI: 10.1109/RITA.2021.3089926
F. J. García-Peñalvo et al., “Application of Artificial Intelligence Algorithms Within the Medical Context for Non-Specialized Users: the CARTIER-IA Platform,” Int. J. Interact. Multim. Artif. Intell., vol. 6, no. 6, pp. 46–53, 2021. DOI: 10.9781/ijimai.2021.05.005
A. García-Holgado et al., “The experience of women students in engineering and mathematics careers: a focus group study,” in IEEE Global Engineering Education Conference, EDUCON 2021, Vienna, Austria, April 21-23, 2021, 2021, pp. 50–56. DOI: 10.1109/EDUCON46332.2021.9454079
A. Vázquez-Ingelmo et al., “Usability Study of CARTIER-IA: A Platform for Medical Data and Imaging Management,” in Learning and Collaboration Technologies: New Challenges and Learning Experiences - 8th International Conference, LCT 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24-29, 2021, Proceedings, Part I, 2021, pp. 374–384. DOI: 10.1007/978-3-030-77889-7_26
A. García-Holgado et al., “User-Centered Design Approach for a Machine Learning Platform for Medical Purpose,” in Human-Computer Interaction - 7th Iberoamerican Workshop, HCI-COLLAB 2021, Sao Paulo, Brazil, September 8-10, 2021, Proceedings, 2021, pp. 237–249. DOI: 10.1007/978-3-030-92325-9_18
A. Vázquez-Ingelmo, A. García-Holgado, H. Hernández-Payo, F. J. García-Peñalvo, and R. Therón, “Following up the progress of doctoral students and advisors’ workload through data visualizations: a case study in a PhD program,” in Learning Analytics Summer Institute Spain 2021: Learning analytics in times of COVID-19: Opportunity from crisis, Barcelona, Spain, July 7-9, 2021, 2021, pp. 60–72 [Online]. Available: https://ceur-ws.org/Vol-3029/paper06.pdf
A. Vázquez-Ingelmo et al., “Today’s Children Tomorrow’s Changemakers: educational resources to develop entrepreneurial skills,” in 23rd International Symposium on Computers in Education, SIIE 2021, Malaga, Spain, September 23-24, 2021, 2021, pp. 1–4. DOI: 10.1109/SIIE53363.2021.9583654
A. Vázquez-Ingelmo et al., “Bringing machine learning closer to non-experts: proposal of a user-friendly machine learning tool in the healthcare domain,” in TEEM’21: Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality, Barcelona, Spain, October 26 - 29, 2021, 2021, pp. 324–329. DOI: 10.1145/3486011.3486469
A. Vázquez-Ingelmo et al., “A platform to support the visual analysis of the SALMANTICOR study outcomes: conveying cardiological data to lay users,” in TEEM’21: Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality, Barcelona, Spain, October 26 - 29, 2021, 2021, pp. 335–341. DOI: 10.1145/3486011.3486471
S. Marcos, F. J. García-Peñalvo, and A. Vázquez-Ingelmo, “Emotional AI in Healthcare: a pilot architecture proposal to merge emotion recognition tools,” in TEEM’21: Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality, Barcelona, Spain, October 26 - 29, 2021, 2021, pp. 342–349. DOI: 10.1145/3486011.3486472
A. Vázquez-Ingelmo, A. García-Holgado, F. J. García-Peñalvo, and R. Therón, “A Meta-modeling Approach to Take into Account Data Domain Characteristics and Relationships in Information Visualizations,” in Trends and Applications in Information Systems and Technologies - Volume 2, WorldCIST 2021, Terceira Island, Azores, Portugal, 30 March - 2 April, 2021, 2021, pp. 570–580. DOI: 10.1007/978-3-030-72651-5_54
J. Figueroa-Cañas and T. Sancho-Vinuesa, “Investigating the relationship between optional quizzes and final exam performance in a fully asynchronous online calculus module,” Interact. Learn. Environ., vol. 29, no. 1, pp. 33–43, 2021. DOI: 10.1080/10494820.2018.1559864
J. A. Martínez-Carrascal and T. Sancho-Vinuesa, “Does failing the first assessment affect withdrawal decisions at course level? An empirical evidence,” in Learning Analytics Summer Institute Spain 2021: Learning analytics in times of COVID-19: Opportunity from crisis, Barcelona, Spain, July 7-9, 2021, 2021, pp. 8–19 [Online]. Available: https://ceur-ws.org/Vol-3029/paper01.pdf
G. Pishtari, M. J. Rodríguez-Triana, and T. Väljataga, “A Multi-Stakeholder Perspective of Analytics for Learning Design in Location-Based Learning,” Int. J. Mob. Blended Learn., vol. 13, no. 1, pp. 1–17, 2021. DOI: 10.4018/IJMBL.2021010101
P. Chejara, L. P. Prieto, A. Ruiz-Calleja, M. J. Rodríguez-Triana, S. K. Shankar, and R. Kasepalu, “EFAR-MMLA: An Evaluation Framework to Assess and Report Generalizability of Machine Learning Models in MMLA,” Sensors, vol. 21, no. 8, p. 2863, 2021. DOI: 10.3390/s21082863
A. Ruiz-Calleja, L. P. Prieto, T. Ley, M. J. Rodríguez-Triana, and S. Dennerlein, “Learning Analytics for Professional and Workplace Learning: A Literature Review,” IEEE Trans. Learn. Technol., vol. 14, no. 3, pp. 353–366, 2021. DOI: 10.1109/TLT.2021.3092219
M. J. Rodríguez-Triana, L. P. Prieto, and G. Pishtari, “What Do Learning Designs Show About Pedagogical Adoption? An Analysis Approach and a Case Study on Inquiry-Based Learning,” in Technology-Enhanced Learning for a Free, Safe, and Sustainable World - 16th European Conference on Technology Enhanced Learning, EC-TEL 2021, Bolzano, Italy, September 20-24, 2021, Proceedings, 2021, pp. 275–288. DOI: 10.1007/978-3-030-86436-1_21
G. Pishtari, L. P. Prieto, M. J. Rodríguez-Triana, and R. M. Maldonado, “Comparing supervised machine learning approaches to automatically code learning designs in mobile learning,” in Learning Analytics Summer Institute Spain 2021: Learning analytics in times of COVID-19: Opportunity from crisis, Barcelona, Spain, July 7-9, 2021, 2021, pp. 52–59 [Online]. Available: https://ceur-ws.org/Vol-3029/paper05.pdf
J. Minguillón, N. Rivas, and J. Chacón, “Supporting Enrollment in Higher Education Through a Visual Recommendation System,” in Artificial Intelligence Research and Development - Proceedings of the 23rd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2021, Virtual Event, 20-22 October, 2021, 2021, pp. 177–180. DOI: 10.3233/FAIA210131
S. K. Shankar, M. J. Rodríguez-Triana, A. Ruiz-Calleja, L. P. Prieto, P. Chejara, and A. Martínez-Monés, “Multimodal Data Value Chain (M-DVC): A Conceptual Tool to Support the Development of Multimodal Learning Analytics Solutions,” Rev. Iberoam. de Tecnol. del Aprendiz., vol. 15, no. 2, pp. 113–122, 2020. DOI: 10.1109/RITA.2020.2987887
A. Martínez-Monés, S. Villagrá-Sobrino, E. M. F. Faundez, and M. J. Ruiz, “Teachers’ Adoption of Embodied Learning Digital Games with an Inclusive Education Approach: Lessons Learnt from the INTELed Project in Spain,” in Learning and Collaboration Technologies. Human and Technology Ecosystems - 7th International Conference, LCT 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19-24, 2020, Proceedings, Part II, 2020, pp. 241–253. DOI: 10.1007/978-3-030-50506-6_18
A. Martínez-Monés, A. Álvarez, M. Caeiro-Rodríguez, and Y. Dimitriadis, “Learning Analytics Summer Institute Spain 2020. Learning analytics: Time for adoption?,” in Learning Analytics Summer Institute Spain 2020: Learning Analytics. Time for Adoption?, Valladolid, Spain, June 15-16, 2020, 2020, pp. 1–8 [Online]. Available: https://ceur-ws.org/Vol-2671/paper01.pdf
A. Ruiz-Calleja et al., “Una Ontología para Conectar Aprendizaje Formal e Informal en Entornos Inteligentes de Aprendizaje (An Ontology to Connect Formal and Informal Learning in Smart Learning Environments),” in Proceedings of the 22th International Symposium on Computers in Education, On-line, November 9-13, 2020, 2020 [Online]. Available: https://ceur-ws.org/Vol-2733/paper10.pdf
A. Ruiz-Calleja et al., “Automatic creation of Moodle activities out of the Web of Data to link formal and informal learning contexts,” in TEEM’20: Eighth International Conference on Technological Ecosystems for Enhancing Multiculturality, Salamanca, Spain, 21-23 October, 2020, 2020, pp. 238–244. DOI: 10.1145/3434780.3436569
A. Martínez-Monés, A. Álvarez, M. Caeiro-Rodríguez, and Y. Dimitriadis, Eds., Learning Analytics Summer Institute Spain 2020: Learning Analytics. Time for Adoption?, Valladolid, Spain, June 15-16, 2020, vol. 2671. CEUR-WS.org, 2020 [Online]. Available: https://ceur-ws.org/Vol-2671
E. Er, E. Gómez-Sánchez, M. L. Bote-Lorenzo, Y. Dimitriadis, and J. I. Asensio-Pérez, “Generating actionable predictions regarding MOOC learners’ engagement in peer reviews,” Behav. Inf. Technol., vol. 39, no. 12, pp. 1356–1373, 2020. DOI: 10.1080/0144929X.2019.1669222
Y. Dimitriadis, “Aligning Learning Design and Learning Analytics: Towards a Human-centered Design of Actionable Learning Analytics,” in Proceedings of the 12th International Conference on Computer Supported Education, CSEDU 2020, Prague, Czech Republic, May 2-4, 2020, Volume 1, 2020, p. 5
K. Michos et al., “Design of Conversational Agents for CSCL: Comparing Two Types of Agent Intervention Strategies in a University Classroom,” in Addressing Global Challenges and Quality Education - 15th European Conference on Technology Enhanced Learning, EC-TEL 2020, Heidelberg, Germany, September 14-18, 2020, Proceedings, 2020, pp. 215–229. DOI: 10.1007/978-3-030-57717-9_16
K. J. Wiley, Y. Dimitriadis, A. Bradford, and M. C. Linn, “From theory to action: developing and evaluating learning analytics for learning design,” in LAK ’20: 10th International Conference on Learning Analytics and Knowledge, Frankfurt, Germany, March 23-27, 2020, 2020, pp. 569–578. DOI: 10.1145/3375462.3375540
A. Ju, A. Hemani, Y. A. Dimitriadis, and A. Fox, “What Agile Processes Should We Use in Software Engineering Course Projects?,” in Proceedings of the 51st ACM Technical Symposium on Computer Science Education, SIGCSE 2020, Portland, OR, USA, March 11-14, 2020, 2020, pp. 643–649. DOI: 10.1145/3328778.3366864
Y. Mor, Y. A. Dimitriadis, and C. Köppe, Eds., Proceedings of the Workshop on Hybrid Learning Spaces - Data, Design, Didactics co-located with 14th European Conference on Technology Enhanced Learning (EC-TEL 2019), Delft, the Netherlands, September 16, 2019, vol. 2712. CEUR-WS.org, 2020 [Online]. Available: https://ceur-ws.org/Vol-2712
P. M. Moreno-Marcos, T.-C. Pong, P. J. Muñoz-Merino, and C. D. Kloos, “Analysis of the Factors Influencing Learners’ Performance Prediction With Learning Analytics,” IEEE Access, vol. 8, pp. 5264–5282, 2020. DOI: 10.1109/ACCESS.2019.2963503
P. M. Moreno-Marcos, P. J. Muñoz-Merino, J. Maldonado-Mahauad, M. Pérez-Sanagustín, C. Alario-Hoyos, and C. D. Kloos, “Temporal analysis for dropout prediction using self-regulated learning strategies in self-paced MOOCs,” Comput. Educ., vol. 145, 2020. DOI: 10.1016/j.compedu.2019.103728
Y.-S. Tsai et al., “Learning analytics in European higher education - Trends and barriers,” Comput. Educ., vol. 155, p. 103933, 2020. DOI: 10.1016/j.compedu.2020.103933
V. Heredia-Jiménez et al., “An early warning dropout model in higher education degree programs: A case study in Ecuador,” in Proceedings of the Workshop on Adoption, Adaptation and Pilots of Learning Analytics in Under-represented Regions co-located with the 15th European Conference on Technology Enhanced Learning 2020 (ECTEL 2020), Online, September, 14 & 15, 2020, 2020, pp. 58–67 [Online]. Available: https://ceur-ws.org/Vol-2704/paper5.pdf
P. M. Moreno-Marcos, D. M. de la Torre, G. G. Castro, P. J. Muñoz-Merino, and C. D. Kloos, “Should We Consider Efficiency and Constancy for Adaptation in Intelligent Tutoring Systems?,” in Intelligent Tutoring Systems - 16th International Conference, ITS 2020, Athens, Greece, June 8-12, 2020, Proceedings, 2020, pp. 237–247. DOI: 10.1007/978-3-030-49663-0_28
A. Rubio-Fernández, P. M. Moreno-Marcos, P. J. M. Merino, and C. D. Kloos, “An initial analysis of prediction techniques as a support for the flipped classroom,” in Learning Analytics Summer Institute Spain 2020: Learning Analytics. Time for Adoption?, Valladolid, Spain, June 15-16, 2020, 2020, pp. 9–16 [Online]. Available: https://ceur-ws.org/Vol-2671/paper02.pdf
I. Ruiz-Rube, T. Person, J. M. Dodero, J. M. Mota, and J. M. Sánchez-Jara, “Applying static code analysis for domain-specific languages,” Softw. Syst. Model., vol. 19, no. 1, pp. 95–110, 2020. DOI: 10.1007/s10270-019-00729-w
J. A. C. Hernández, M. Palomo-Duarte, J. M. Dodero, and A. Balderas, “Descubrimiento de modelos de comportamiento de perfiles de jugadores en juegos serios(Discovering player profile behavior models in serious games),” in Proceedings of the VI Congreso de la Sociedad Española para las Ciencias del Videojuego, On-line, October 7-8, 2020, 2020, pp. 172–182 [Online]. Available: https://ceur-ws.org/Vol-2719/paper17.pdf
R. Baena-Pérez, I. Ruiz-Rube, J. M. Dodero, and M. A. Bolivar, “A Framework to Create Conversational Agents for the Development of Video Games by End-Users,” in Optimization and Learning - Third International Conference, OLA 2020, Cádiz, Spain, February 17-19, 2020, Proceedings, 2020, pp. 216–226. DOI: 10.1007/978-3-030-41913-4_18
A. Balderas, A. J. Mendes, and J. M. Dodero, Eds., Proceedings of the 22th International Symposium on Computers in Education, On-line, November 9-13, 2020, vol. 2733. CEUR-WS.org, 2020 [Online]. Available: https://ceur-ws.org/Vol-2733
A. Balderas and J. A. C. Hernández, “Analysis of Learning Records to Detect Student Cheating on Online Exams: Case Study during COVID-19 Pandemic,” in TEEM’20: Eighth International Conference on Technological Ecosystems for Enhancing Multiculturality, Salamanca, Spain, 21-23 October, 2020, 2020, pp. 752–757. DOI: 10.1145/3434780.3436662
I. Ruiz-Rube, I. A. Sánchez, and A. Balderas, “MISTRuST: accoMmodatIon Short Term Rental Scanning Tool,” in Proceedings of the 16th International Conference on Web Information Systems and Technologies, WEBIST 2020, Budapest, Hungary, November 3-5, 2020, 2020, pp. 170–177. DOI: 10.5220/0010104801700177
R. Cobos and J. Soberón, “A proposal for the monitoring of the intervention strategy on the learning of MOOC learners,” in Learning Analytics Summer Institute Spain 2020: Learning Analytics. Time for Adoption?, Valladolid, Spain, June 15-16, 2020, 2020, pp. 61–72 [Online]. Available: https://ceur-ws.org/Vol-2671/paper07.pdf
M. Villamañe, A. Álvarez, and M. Larrañaga, “CASA: An Architecture to Support Complex Assessment Scenarios,” IEEE Access, vol. 8, pp. 14195–14206, 2020. DOI: 10.1109/ACCESS.2020.2966595
A. Alvarez, M. Villamañe, and L. Ibargutxi, “Helping Teachers to Identify Students at Risk and Analyze their Learning Process,” in TEEM’20: Eighth International Conference on Technological Ecosystems for Enhancing Multiculturality, Salamanca, Spain, 21-23 October, 2020, 2020, pp. 747–751. DOI: 10.1145/3434780.3436645
N. M. Figueiredo and M. Caeiro-Rodríguez, “Trustworthiness in Sensor Networks A Reputation-Based Method for Weather Stations,” in 2020 International Conference on Omni-layer Intelligent Systems, COINS 2020, Barcelona, Spain, August 31 - September 2, 2020, 2020, pp. 1–6. DOI: 10.1109/COINS49042.2020.9191382
M. Caeiro-Rodríguez et al., “Work-in-Progress: Soft-skills Development for Higher Education Engineering and Economic Students using HERA Collaborative Serious Games,” in 2020 IEEE Global Engineering Education Conference, EDUCON 2020, Porto, Portugal, April 27-30, 2020, 2020, pp. 14–19. DOI: 10.1109/EDUCON45650.2020.9125216
Y. E. Geddawy, F. A. Mikic-Fonte, M. L. Nistal, and M. Caeiro-Rodríguez, “A Review of Personal Teaching Environments to Support Teaching Activities,” in 2020 IEEE Global Engineering Education Conference, EDUCON 2020, Porto, Portugal, April 27-30, 2020, 2020, pp. 255–263. DOI: 10.1109/EDUCON45650.2020.9125123
M. Caeiro-Rodríguez et al., “Activities of the Spanish Chapter of the IEEE Education Society,” in 2020 IEEE Global Engineering Education Conference, EDUCON 2020, Porto, Portugal, April 27-30, 2020, 2020, pp. 1932–1936. DOI: 10.1109/EDUCON45650.2020.9125409
F. A. Mikic-Fonte, M. L. Nistal, M. Caeiro-Rodríguez, and M. Liz-Domínguez, “A Gamification Module for BeA Platform,” in IEEE Frontiers in Education Conference, FIE 2020, Uppsala, Sweden, October 21-24, 2020, 2020, pp. 1–5. DOI: 10.1109/FIE44824.2020.9274180
R. Cerezo, A. Bogarín, M. Esteban, and C. Romero, “Process mining for self-regulated learning assessment in e-learning,” J. Comput. High. Educ., vol. 32, no. 1, pp. 74–88, 2020. DOI: 10.1007/s12528-019-09225-y
W. Chango, M. Sánchez-Santillán, R. Cerezo, and C. Romero, “Predicting students’ performance using emotion detection from face-recording video when interacting with an ITS,” in Proceedings of the 13th International Conference on Educational Data Mining, EDM 2020, Fully virtual conference, July 10-13, 2020, 2020 [Online]. Available: https://educationaldatamining.org/files/conferences/EDM2020/papers/paper_232.pdf
M. Almagro, R. Martínez, V. Fresno, and S. Montalvo, “ICD-10 Coding of Spanish Electronic Discharge Summaries: An Extreme Classification Problem,” IEEE Access, vol. 8, pp. 100073–100083, 2020. DOI: 10.1109/ACCESS.2020.2997241
M. Almagro, R. Martínez-Unanue, V. Fresno, S. Montalvo, and H. Tissot, “ICD-10 Coding based on Semantic Distance: LSI_UNED at CLEF eHealth 2020 Task 1,” in Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Thessaloniki, Greece, September 22-25, 2020, 2020 [Online]. Available: https://ceur-ws.org/Vol-2696/paper_196.pdf
A. Barbado, V. Fresno, A. M. Riesco, and S. Ros, “DISCO PAL: Diachronic Spanish Sonnet Corpus with Psychological and Affective Labels,” CoRR, vol. abs/2007.04626, 2020 [Online]. Available: https://arxiv.org/abs/2007.04626
S. Ros, S. González, A. Robles-Gómez, L. Tobarra, A. C. Caminero, and J. Cano, “Analyzing Students’ Self-Perception of Success and Learning Effectiveness Using Gamification in an Online Cybersecurity Course,” IEEE Access, vol. 8, pp. 97718–97728, 2020. DOI: 10.1109/ACCESS.2020.2996361
A. C. Caminero and S. Ros, “Introducing Big Data to Undergraduate Students: A Novel Approach in a Distance University,” Rev. Iberoam. de Tecnol. del Aprendiz., vol. 15, no. 4, pp. 291–298, 2020. DOI: 10.1109/RITA.2020.3033222
J. de la Rosa, Á. Pérez, L. Hernández, S. Ros, and E. González-Blanco, “Rantanplan, Fast and Accurate Syllabification and Scansion of Spanish Poetry,” Proces. del Leng. Natural, vol. 65, pp. 83–90, 2020 [Online]. Available: http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6280
J. de la Rosa, Á. Pérez, L. Hernández, A. Díaz, S. Ros, and E. González-Blanco, “PoetryLab as Infrastructure for the Analysis of Spanish Poetry,” in Selected Papers from the CLARIN Annual Conference 2020, virtual event, October 5-7, 2020, 2020, pp. 75–82 [Online]. Available: https://ecp.ep.liu.se/index.php/clarin/article/view/9
S. Ros and A. C. Caminero, “Looking for a dropout predictor based on the instructional design of online courses,” in Learning Analytics Summer Institute Spain 2020: Learning Analytics. Time for Adoption?, Valladolid, Spain, June 15-16, 2020, 2020, pp. 17–24 [Online]. Available: https://ceur-ws.org/Vol-2671/paper03.pdf
J. de la Rosa, S. Ros, and E. González-Blanco, “Predicting metrical patterns in Spanish poetry with language models,” CoRR, vol. abs/2011.09567, 2020 [Online]. Available: https://arxiv.org/abs/2011.09567
A. A. Gruzd et al., “An Introduction to the 2020 International Conference on Social Media and Society: Diverse Voices - Promises and Perils of Social Media for Diversity,” in SMSociety’20: International Conference on Social Media and Society, Toronto, ON, Canada, July 22-24, 2020, 2020, pp. 1–4. DOI: 10.1145/3400806.3400807
Á. Hernández-García, M. Á. Conde, and J. Chaparro-Peláez, “Learning Analytics: A Time to Shine,” in TEEM’20: Eighth International Conference on Technological Ecosystems for Enhancing Multiculturality, Salamanca, Spain, 21-23 October, 2020, 2020, pp. 713–718. DOI: 10.1145/3434780.3436712
A. A. Gruzd et al., Eds., SMSociety’20: International Conference on Social Media and Society, Toronto, ON, Canada, July 22-24, 2020. ACM, 2020. DOI: 10.1145/3400806
M. Vujovic, D. Hernández-Leo, S. Tassani, and D. Spikol, “Round or rectangular tables for collaborative problem solving? A multimodal learning analytics study,” Br. J. Educ. Technol., vol. 51, no. 5, pp. 1597–1614, 2020. DOI: 10.1111/bjet.12988
M. Beardsley, J. Martínez-Moreno, M. Vujovic, P. Santos, and D. Hernández-Leo, “Enhancing consent forms to support participant decision making in multimodal learning data research,” Br. J. Educ. Technol., vol. 51, no. 5, pp. 1631–1652, 2020. DOI: 10.1111/bjet.12983
K. Michos and D. Hernández-Leo, “CIDA: A collective inquiry framework to study and support teachers as designers in technological environments,” Comput. Educ., vol. 143, 2020. DOI: 10.1016/j.compedu.2019.103679
I. Amarasinghe, D. Hernández-Leo, K. Michos, and M. Vujovic, “An Actionable Orchestration Dashboard to Enhance Collaboration in the Classroom,” IEEE Trans. Learn. Technol., vol. 13, no. 4, pp. 662–675, 2020. DOI: 10.1109/TLT.2020.3028597
L. Albó, M. Beardsley, J. Martínez-Moreno, P. Santos, and D. Hernández-Leo, “Emergency Remote Teaching: Capturing Teacher Experiences in Spain with SELFIE,” in Addressing Global Challenges and Quality Education - 15th European Conference on Technology Enhanced Learning, EC-TEL 2020, Heidelberg, Germany, September 14-18, 2020, Proceedings, 2020, pp. 318–331. DOI: 10.1007/978-3-030-57717-9_23
M. Velamazán, P. Santos, and D. Hernández-Leo, “Collaborative educational location-based activities with no teacher supervision: Design Implications,” in Proceedings of DELbA 2020 - Workshop on Designing and Facilitating Educational Location-based Applications co-located with the Fifteenth European Conference on Technology Enhanced Learning (EC-TEL 2020), Heidelberg, Germany, Online, September 15, 2020, 2020 [Online]. Available: https://ceur-ws.org/Vol-2685/paper4.pdf
L. Albó, M. Beardsley, I. Amarasinghe, and D. Hernández-Leo, “Individual versus computer-supported collaborative self-explanations: how do their writing analytics differ?,” in 20th IEEE International Conference on Advanced Learning Technologies, ICALT 2020, Tartu, Estonia, July 6-9, 2020, 2020, pp. 132–134. DOI: 10.1109/ICALT49669.2020.00046
M. Beardsley, J. Martínez-Moreno, P. Santos, and D. Hernández-Leo, “Supporting students in making informed data sharing decisions: from comprehension to consenting,” in 20th IEEE International Conference on Advanced Learning Technologies, ICALT 2020, Tartu, Estonia, July 6-9, 2020, 2020, pp. 175–179. DOI: 10.1109/ICALT49669.2020.00058
M. Beardsley, N. F. G. Páez, and D. Hernández-Leo, “Examining university students’ motivation, abilities and preferences related to learning to learn,” in 20th IEEE International Conference on Advanced Learning Technologies, ICALT 2020, Tartu, Estonia, July 6-9, 2020, 2020, pp. 346–348. DOI: 10.1109/ICALT49669.2020.00111
M. Beardsley, M. Vujovic, E. Theophilou, D. H. Leo, and M. Portero-Tresserra, “The challenge of gathering self-reported moods: Cases using a classroom orchestration tool,” in 20th IEEE International Conference on Advanced Learning Technologies, ICALT 2020, Tartu, Estonia, July 6-9, 2020, 2020, pp. 355–359. DOI: 10.1109/ICALT49669.2020.00114
I. Amarasinghe, M. Vujovic, and D. Hernández-Leo, “Towards Teacher Orchestration Load-aware Teacher-facing Dashboards,” in Proceedings of CrossMMLA in practice: Collecting, annotating and analyzing multimodal data across spaces co-located with 10th International Learning and Analytics Conference (LAK 2020), Cyberspace, March 24, 2020, 2020, pp. 7–10 [Online]. Available: https://ceur-ws.org/Vol-2610/paper2.pdf
K. Michos, C. Lang, D. Hernández-Leo, and D. Price-Dennis, “Involving teachers in learning analytics design: lessons learned from two case studies,” in LAK ’20: 10th International Conference on Learning Analytics and Knowledge, Frankfurt, Germany, March 23-27, 2020, 2020, pp. 94–99. DOI: 10.1145/3375462.3375507
R. Lobo, A. Ortega-Arranz, and D. Hernández-Leo, “Towards rewards-based gamification in collaborative learning flow patterns based on learning analytics,” in Learning Analytics Summer Institute Spain 2020: Learning Analytics. Time for Adoption?, Valladolid, Spain, June 15-16, 2020, 2020, pp. 81–96 [Online]. Available: https://ceur-ws.org/Vol-2671/paper09.pdf
E. Hakami and D. Hernández-Leo, “How are learning analytics considering the societal values of fairness, accounta-bility, transparency and human well-being? - A literature review,” in Learning Analytics Summer Institute Spain 2020: Learning Analytics. Time for Adoption?, Valladolid, Spain, June 15-16, 2020, 2020, pp. 121–141 [Online]. Available: https://ceur-ws.org/Vol-2671/paper12.pdf
P. Santos, J. Martínez-Moreno, N. Alonso, M. Mayrhofer, and D. Hernández-Leo, “Facilitating Digital Equity in Educational Contexts with Teenagers at Risk of Social Exclusion: the ICT Facilitator Competence Profile,” in Proceedings of the 22th International Symposium on Computers in Education, On-line, November 9-13, 2020, 2020 [Online]. Available: https://ceur-ws.org/Vol-2733/paper16.pdf
L. Albó, M. Beardsley, I. Amarasinghe, and D. Hernández-Leo, “Individual versus computer-supported collaborative self-explanations: how do their writing analytics differ? Coh-Metrix results and students’ excerpts (Version 1).” Zenodo, May-2020. DOI: 10.5281/zenodo.1239732
M. Vujovic and D. Hernández-Leo, “How do table shape, group size, and gender affect on-task actions in collaborative learning activities? - Qualitative data (Version 1).” Zenodo, Oct-2020. DOI: 10.5281/zenodo.4118772
M. Vujovic, D. Hernández-Leo, S. Tassani, and D. Spikol, “Round or rectangular tables for collaborative problem solving? A multimodal learning analytics study (Version 1).” Zenodo, Mar-2020. DOI: 10.5281/zenodo.3700770
M. Vujovic, D. Hernández-Leo, S. Tassani, and D. Spikol, “Round or rectangular tables for collaborative problem solving? A multimodal learning analytics study (Version 2).” Zenodo, Mar-2020. DOI: 10.5281/zenodo.3843436
C. F. Llamas, M. Á. Conde, F. J. Rodríguez-Sedano, F. J. Rodríguez-Lera, and V. M. Olivera, “Analysing the Computational Competences Acquired by K-12 Students When Lectured by Robotic and Human Teachers,” Int. J. Soc. Robotics, vol. 12, no. 5, pp. 1009–1019, 2020. DOI: 10.1007/s12369-017-0440-9
M. Á. Conde, F. J. Rodríguez-Sedano, C. F. Llamas, J. Gonçalves, J. Lima, and F. J. García-Peñalvo, “RoboSTEAM Project Systematic Mapping: Challenge Based Learning and Robotics,” in 2020 IEEE Global Engineering Education Conference, EDUCON 2020, Porto, Portugal, April 27-30, 2020, 2020, pp. 214–221. DOI: 10.1109/EDUCON45650.2020.9125103
C. Camargo et al., “Emídio Garcia School Pilot description: A Robosteam Erasmus+ Project Activity based on a Challenge based Learning Approach,” in 2020 IEEE Global Engineering Education Conference, EDUCON 2020, Porto, Portugal, April 27-30, 2020, 2020, pp. 290–294. DOI: 10.1109/EDUCON45650.2020.9125231
M. Á. Conde et al., “Exchanging Challenge Based Learning Experiences in the Context of RoboSTEAM Erasmus+ Project,” in Learning and Collaboration Technologies. Designing, Developing and Deploying Learning Experiences - 7th International Conference, LCT 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19-24, 2020, Proceedings, Part I, 2020, pp. 442–455. DOI: 10.1007/978-3-030-50513-4_33
F. J. Rodríguez-Lera, M. Á. Conde, D. F. González, F. J. Rodríguez-Sedano, Á. M. Guerrero-Higueras, and C. F. Llamas, “SUFFER: A Cloud System for Teaching Labs in Distance Education,” in Proceedings of the 22th International Symposium on Computers in Education, On-line, November 9-13, 2020, 2020 [Online]. Available: https://ceur-ws.org/Vol-2733/paper14.pdf
F. J. García-Peñalvo, M. Á. Conde, J. Gonçalves, and J. Lima, “Advances in Computational thinking and robotics in education,” in TEEM’20: Eighth International Conference on Technological Ecosystems for Enhancing Multiculturality, Salamanca, Spain, 21-23 October, 2020, 2020, pp. 10–13. DOI: 10.1145/3434780.3436703
M. Á. Conde, F. J. Rodríguez-Lera, D. F. González, F. J. Rodríguez-Sedano, Á. M. Guerrero-Higueras, and C. Fernández, “SUFFER - SimUlation Framework for Education in Robotics,” in TEEM’20: Eighth International Conference on Technological Ecosystems for Enhancing Multiculturality, Salamanca, Spain, 21-23 October, 2020, 2020, pp. 14–17. DOI: 10.1145/3434780.3436702
M. Á. Conde et al., “Adaption of RoboSTEAM Project to the Pandemic Situation,” in TEEM’20: Eighth International Conference on Technological Ecosystems for Enhancing Multiculturality, Salamanca, Spain, 21-23 October, 2020, 2020, pp. 40–47. DOI: 10.1145/3434780.3436620
M. Á. Conde, F. J. Rodríguez-Sedano, C. Fernández, A. Gutiérrez-Fernández, L. Fernández-Robles, and M. C. Limas, “A Learning Analytics tool for the analysis of students’ Telegram messages in the context of teamwork virtual activities,” in TEEM’20: Eighth International Conference on Technological Ecosystems for Enhancing Multiculturality, Salamanca, Spain, 21-23 October, 2020, 2020, pp. 719–724. DOI: 10.1145/3434780.3436601
R. A. Pazmiño-Maji, F. Badillo, M. Á. C. González, and F. J. García-Peñalvo, “Ecuadorian Higher Education in COVID-19: A Sentiment Analysis,” in TEEM’20: Eighth International Conference on Technological Ecosystems for Enhancing Multiculturality, Salamanca, Spain, 21-23 October, 2020, 2020, pp. 758–764. DOI: 10.1145/3434780.3436679
M. Á. C. González, F. J. Rodríguez-Sedano, C. Fernández, J. Gonçalves, J. Lima, and F. J. García-Peñalvo, “Dataset for systematic mapping literature about STEAM through Challenge-Based Learning, Robotics and Physical Devices (Version 1.0).” Zenodo, Sep-2020. DOI: 10.5281/zenodo.4048086
A. Calvo-Morata, C. Alonso-Fernández, M. Freire, I. Martínez-Ortiz, and B. Fernández-Manjón, “Serious games to prevent and detect bullying and cyberbullying: A systematic serious games and literature review,” Comput. Educ., vol. 157, p. 103958, 2020. DOI: 10.1016/j.compedu.2020.103958
C. Alonso-Fernández, I. J. Pérez-Colado, A. Calvo-Morata, M. Freire, I. Martínez-Ortiz, and B. Fernández-Manjón, “Applications of Simva to Simplify Serious Games Validation and Deployment,” Rev. Iberoam. de Tecnol. del Aprendiz., vol. 15, no. 3, pp. 161–170, 2020. DOI: 10.1109/RITA.2020.3008117
C. Alonso-Fernández, I. Martínez-Ortiz, R. Caballero, M. Freire-Morán, and B. Fernández-Manjón, “Predicting students’ knowledge after playing a serious game based on learning analytics data: A case study,” J. Comput. Assist. Learn., vol. 36, no. 3, pp. 350–358, 2020. DOI: 10.1111/jcal.12405
A. Calvo-Morata, D.-C. Rotaru, C. Alonso-Fernández, M. Freire-Morán, I. Martínez-Ortiz, and B. Fernández-Manjón, “Validation of a Cyberbullying Serious Game Using Game Analytics,” IEEE Trans. Learn. Technol., vol. 13, no. 1, pp. 186–197, 2020. DOI: 10.1109/TLT.2018.2879354
I. J. Pérez-Colado, V. M. Pérez-Colado, I. Martínez-Ortiz, M. Freire, and B. Fernández-Manjón, “A Scalable Architecture for One-Stop Evaluation of Serious Games,” in Games and Learning Alliance - 9th International Conference, GALA 2020, Laval, France, December 9-10, 2020, Proceedings, 2020, pp. 69–78. DOI: 10.1007/978-3-030-63464-3_7
I. J. Pérez-Colado, V. M. Pérez-Colado, I. Martínez-Ortiz, M. Freire-Morán, and B. Fernández-Manjón, “Simplifiying Serious Games Authoring and Validation with uAdventure and SIMVA,” in 20th IEEE International Conference on Advanced Learning Technologies, ICALT 2020, Tartu, Estonia, July 6-9, 2020, 2020, pp. 106–108. DOI: 10.1109/ICALT49669.2020.00039
A. Vázquez-Ingelmo, F. J. García-Peñalvo, R. Therón, D. A. Filvà, and D. F. Escudero, “Connecting domain-specific features to source code: towards the automatization of dashboard generation,” Clust. Comput., vol. 23, no. 3, pp. 1803–1816, 2020. DOI: 10.1007/s10586-019-03012-1
A. B. G. González, A. Vázquez-Ingelmo, F. D. la Prieta, A. de Luis-Reboredo, and A. González-Briones, “Patent retrieval architecture based on document retrieval. Sketching out the Spanish patent landscape,” Log. J. IGPL, vol. 28, no. 4, pp. 558–569, 2020. DOI: 10.1093/jigpal/jzz055
A. Vázquez-Ingelmo, A. García-Holgado, F. J. García-Peñalvo, and R. Therón, “A Meta-Model Integration for Supporting Knowledge Discovery in Specific Domains: A Case Study in Healthcare,” Sensors, vol. 20, no. 15, p. 4072, 2020. DOI: 10.3390/s20154072
A. Vázquez-Ingelmo, A. García-Holgado, and F. J. García-Peñalvo, “C4 model in a Software Engineering subject to ease the comprehension of UML and the software,” in 2020 IEEE Global Engineering Education Conference, EDUCON 2020, Porto, Portugal, April 27-30, 2020, 2020, pp. 919–924. DOI: 10.1109/EDUCON45650.2020.9125335
A. Vázquez-Ingelmo, A. García-Holgado, F. J. García-Peñalvo, and R. Therón, “A Dashboard to Support Decision-Making Processes in Learning Ecosystems: A Metamodel Integration,” in ESSE 2020: 2020 European Symposium on Software Engineering, Rome, Italy, November 6-8, 2020, 2020, pp. 80–87. DOI: 10.1145/3393822.3432326
A. Vázquez-Ingelmo, F. J. García-Peñalvo, and R. Therón, “Generating Dashboards Using Fine-Grained Components: A Case Study for a PhD Programme,” in Learning and Collaboration Technologies. Designing, Developing and Deploying Learning Experiences - 7th International Conference, LCT 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19-24, 2020, Proceedings, Part I, 2020, pp. 303–314. DOI: 10.1007/978-3-030-50513-4_23
A. Vázquez-Ingelmo, F. J. García-Peñalvo, R. Therón, and A. García-Holgado, “Specifying information dashboards’ interactive features through meta-model instantiation,” in Learning Analytics Summer Institute Spain 2020: Learning Analytics. Time for Adoption?, Valladolid, Spain, June 15-16, 2020, 2020, pp. 47–59 [Online]. Available: https://ceur-ws.org/Vol-2671/paper06.pdf
A. Vázquez-Ingelmo et al., “A platform for management and visualization of medical data and medical imaging,” in TEEM’20: Eighth International Conference on Technological Ecosystems for Enhancing Multiculturality, Salamanca, Spain, 21-23 October, 2020, 2020, pp. 518–522. DOI: 10.1145/3434780.3436652
A. Vázquez-Ingelmo, F. J. García-Peñalvo, and R. Therón, “Advances in the use of domain engineering to support feature identification and generation of information visualizations,” in TEEM’20: Eighth International Conference on Technological Ecosystems for Enhancing Multiculturality, Salamanca, Spain, 21-23 October, 2020, 2020, pp. 1053–1056. DOI: 10.1145/3434780.3436640
A. Vázquez-Ingelmo, F. J. García-Peñalvo, and R. Therón, “Aggregation Bias: A Proposal to Raise Awareness Regarding Inclusion in Visual Analytics,” in Trends and Innovations in Information Systems and Technologies - Volume 3, WorldCIST 2020, Budva, Montenegro, 7-10 April 2020, 2020, pp. 409–417. DOI: 10.1007/978-3-030-45697-9_40
A. Vázquez-Ingelmo, Á. M. Moreno-Montero, and F. J. García-Peñalvo, “Threats Behind Default Configurations of Network Devices: Wired Local Network Attacks and Their Countermeasures,” in Handbook of Computer Networks and Cyber Security, Principles and Paradigms, B. B. Gupta, G. M. Pérez, D. P. Agrawal, and D. Gupta, Eds. Springer, 2020, pp. 133–172. DOI: 10.1007/978-3-030-22277-2_6
J. A. Martínez-Carrascal, D. M. Cebrián, T. Sancho-Vinuesa, and E. Valderrama, “Impact of early activity on flipped classroom performance prediction: A case study for a first-year Engineering course,” Comput. Appl. Eng. Educ., vol. 28, no. 3, pp. 590–605, 2020. DOI: 10.1002/cae.22229
J. Figueroa-Cañas and T. Sancho-Vinuesa, “Early Prediction of Dropout and Final Exam Performance in an Online Statistics Course,” Rev. Iberoam. de Tecnol. del Aprendiz., vol. 15, no. 2, pp. 86–94, 2020. DOI: 10.1109/RITA.2020.2987727
J. A. Martínez-Carrascal, E. Valderrama, and T. Sancho-Vinuesa, “Combining clustering and sequential pattern mining to detect behavioral differences in log data: conceptualization and case study,” in Learning Analytics Summer Institute Spain 2020: Learning Analytics. Time for Adoption?, Valladolid, Spain, June 15-16, 2020, 2020, pp. 25–38 [Online]. Available: https://ceur-ws.org/Vol-2671/paper04.pdf
G. Pishtari et al., “Learning design and learning analytics in mobile and ubiquitous learning: A systematic review,” Br. J. Educ. Technol., vol. 51, no. 4, pp. 1078–1100, 2020. DOI: 10.1111/bjet.12944
M. J. Rodríguez-Triana, L. P. Prieto, T. Ley, T. de Jong, and D. Gillet, “Social practices in teacher knowledge creation and innovation adoption: a large-scale study in an online instructional design community for inquiry learning,” Int. J. Comput. Support. Collab. Learn., vol. 15, no. 4, pp. 445–467, 2020. DOI: 10.1007/s11412-020-09331-5
A. H. Celdrán, J. A. Ruipérez-Valiente, F. J. G. Clemente, M. J. Rodríguez-Triana, S. K. Shankar, and G. M. Pérez, “A Scalable Architecture for the Dynamic Deployment of Multimodal Learning Analytics Applications in Smart Classrooms,” Sensors, vol. 20, no. 10, p. 2923, 2020. DOI: 10.3390/s20102923
M. J. Rodríguez-Triana, L. P. Prieto, A. Holzer, and D. Gillet, “Instruction, Student Engagement, and Learning Outcomes: A Case Study Using Anonymous Social Media in a Face-to-Face Classroom,” IEEE Trans. Learn. Technol., vol. 13, no. 4, pp. 718–733, 2020. DOI: 10.1109/TLT.2020.2995557
P. Chejara, L. P. Prieto, A. Ruiz-Calleja, M. J. Rodríguez-Triana, S. K. Shankar, and R. Kasepalu, “Quantifying Collaboration Quality in Face-to-Face Classroom Settings Using MMLA,” in Collaboration Technologies and Social Computing - 26th International Conference, CollabTech 2020, Tartu, Estonia, September 8-11, 2020, Proceedings, 2020, pp. 159–166. DOI: 10.1007/978-3-030-58157-2_11
S. K. Shankar, A. Ruiz-Calleja, L. P. Prieto, and M. J. Rodríguez-Triana, “A Multimodal Learning Analytics Approach to Support Evidence-based Teaching and Learning Practices,” in 20th IEEE International Conference on Advanced Learning Technologies, ICALT 2020, Tartu, Estonia, July 6-9, 2020, 2020, pp. 381–383. DOI: 10.1109/ICALT49669.2020.00120
L. P. Prieto, M. J. Rodríguez-Triana, T. Ley, and B. R. Eagan, “The Value of Epistemic Network Analysis in Single-Case Learning Analytics: A Case Study in Lifelong Learning,” in Advances in Quantitative Ethnography - Second International Conference, ICQE 2020, Malibu, CA, USA, February 1-3, 2021, Proceedings, 2020, pp. 202–217. DOI: 10.1007/978-3-030-67788-6_14
M. Eradze, M. J. Rodríguez-Triana, and M. Laanpere, “Context-aware Multimodal Learning Analytics Taxonomy,” in Proceedings of CrossMMLA in practice: Collecting, annotating and analyzing multimodal data across spaces co-located with 10th International Learning and Analytics Conference (LAK 2020), Cyberspace, March 24, 2020, 2020, pp. 1–6 [Online]. Available: https://ceur-ws.org/Vol-2610/paper1.pdf
P. Chejara, R. Kasepalu, S. K. Shankar, L. P. Prieto, M. J. Rodríguez-Triana, and A. Ruiz-Calleja, “MMLA Approach to Track Participation Behavior in Collaboration in Collocated Blended Settings,” in Proceedings of CrossMMLA in practice: Collecting, annotating and analyzing multimodal data across spaces co-located with 10th International Learning and Analytics Conference (LAK 2020), Cyberspace, March 24, 2020, 2020, pp. 11–16 [Online]. Available: https://ceur-ws.org/Vol-2610/paper3.pdf
A. Nolte, C. Alvarez, R. Hishiyama, I.-A. Chounta, M. J. Rodríguez-Triana, and T. Inoue, Eds., Collaboration Technologies and Social Computing - 26th International Conference, CollabTech 2020, Tartu, Estonia, September 8-11, 2020, Proceedings, vol. 12324. Springer, 2020. DOI: 10.1007/978-3-030-58157-2
C. Alario-Hoyos, M. J. Rodríguez-Triana, M. Scheffel, I. A. Sánchez, and S. Dennerlein, Eds., Addressing Global Challenges and Quality Education - 15th European Conference on Technology Enhanced Learning, EC-TEL 2020, Heidelberg, Germany, September 14-18, 2020, Proceedings, vol. 12315. Springer, 2020. DOI: 10.1007/978-3-030-57717-9
J. Arnedo-Moreno and D. García-Solórzano, “Programming is Fun! A Survey of the STEAM Digital Distribution Platform,” in 32nd IEEE Conference on Software Engineering Education and Training, CSEE&T 2020, Virtual Conference, Germany, November 9-12, 2020, 2020, pp. 1–4. DOI: 10.1109/CSEET49119.2020.9206214
L. Sanz-Martínez, E. Er, A. Martínez-Monés, Y. Dimitriadis, and M. L. Bote-Lorenzo, “Creating collaborative groups in a MOOC: a homogeneous engagement grouping approach,” Behav. Inf. Technol., vol. 38, no. 11, pp. 1107–1121, 2019. DOI: 10.1080/0144929X.2019.1571109
A. Ortega-Arranz, M. L. Bote-Lorenzo, J. I. Asensio-Pérez, A. Martínez-Monés, E. Gómez-Sánchez, and Y. Dimitriadis, “To reward and beyond: Analyzing the effect of reward-based strategies in a MOOC,” Comput. Educ., vol. 142, 2019. DOI: 10.1016/j.compedu.2019.103639
A. Ortega-Arranz, E. Er, A. Martínez-Monés, M. L. Bote-Lorenzo, J. I. Asensio-Pérez, and J. A. Muñoz-Cristóbal, “Understanding student behavior and perceptions toward earning badges in a gamified MOOC,” Univers. Access Inf. Soc., vol. 18, no. 3, pp. 533–549, 2019. DOI: 10.1007/s10209-019-00677-8
P. Topali, A. Ortega-Arranz, Y. A. Dimitriadis, A. Martínez-Monés, S. L. Villagrá-Sobrino, and J. I. Asensio-Pérez, “‘Error 404- Struggling Learners Not Found’ Exploring the Behavior of MOOC Learners,” in Transforming Learning with Meaningful Technologies - 14th European Conference on Technology Enhanced Learning, EC-TEL 2019, Delft, The Netherlands, September 16-19, 2019, Proceedings, 2019, pp. 636–639. DOI: 10.1007/978-3-030-29736-7_56
V. Aloizou, S. Villagrá-Sobrino, A. Martínez-Monés, J. I. Asensio-Pérez, and S. García-Sastre, “Quality Assurance Methods Assessing Instructional Design in MOOCs that implement Active Learning Pedagogies: An evaluative case study,” in Proceedings of Work in Progress Papers of the Research, Experience and Business Tracks at EMOOCs 2019, co-located with the European MOOCs Stakeholders Submmit 2019 Conference, Naples, Italy, May 20-22, 2019, 2019, pp. 14–19 [Online]. Available: https://ceur-ws.org/Vol-2356/research_short3.pdf
P. Topali, A. Ortega-Arranz, E. Er, A. Martínez-Monés, S. L. Villagrá-Sobrino, and Y. A. Dimitriadis, “Exploring the Problems Experienced by Learners in a MOOC Implementing Active Learning Pedagogies,” in Digital Education: At the MOOC Crossroads Where the Interests of Academia and Business Converge - 6th European MOOCs Stakeholders Summit, EMOOCs 2019, Naples, Italy, May 20-22, 2019, Proceedings, 2019, pp. 81–90. DOI: 10.1007/978-3-030-19875-6_10
A. Martínez-Monés, S. Villagrá-Sobrino, Y. Georgiou, A. Ioannou, and M. J. Ruiz, “The INTELed pedagogical framework: Applying embodied digital apps to support special education children in inclusive educational contexts,” in Proceedings of the XX International Conference on Human Computer Interaction, Interacción 2019, Donostia, Gipuzkoa, Spain, June 25-28, 2019, 2019, pp. 35:1–35:4. DOI: 10.1145/3335595.3335652
S. K. Shankar, A. Ruiz-Calleja, S. Serrano-Iglesias, A. Ortega-Arranz, P. Topali, and A. Martínez-Monés, “A data value chain to support the processing of multimodal evidence in authentic learning scenarios,” in Proceedings of the Learning Analytics Summer Institute Spain 2019: Learning Analytics in Higher Education, Vigo, Spain, June 27-28, 2019, 2019, pp. 71–83 [Online]. Available: https://ceur-ws.org/Vol-2415/paper07.pdf
E. Er, E. Gómez-Sánchez, Y. A. Dimitriadis, M. L. Bote-Lorenzo, J. I. Asensio-Pérez, and S. Álvarez-Álvarez, “Aligning learning design and learning analytics through instructor involvement: a MOOC case study,” Interact. Learn. Environ., vol. 27, no. 5–6, pp. 685–698, 2019. DOI: 10.1080/10494820.2019.1610455
E. Er, Y. Dimitriadis, and D. Gasevic, “Synergy: An Online Platform for Dialogic Peer Feedback at Scale,” in 13th International Conference on Computer Supported Collaborative Learning, CSCL 2019, Lyon, France, June 17-21, 2019, 2019 [Online]. Available: https://repository.isls.org/handle/1/4384
E. Er, Y. Dimitriadis, and D. Gasevic, “Scaling Dialogic Peer Feedback via Learning Analytics and Scripts,” in 13th International Conference on Computer Supported Collaborative Learning, CSCL 2019, Lyon, France, June 17-21, 2019, 2019 [Online]. Available: https://repository.isls.org/handle/1/4511
Y. Mor, Y. Dimitriadis, and C. Köppe, “Workshop Report: Hybrid Learning Spaces - Data, Design, Didactics,” in Proceedings of the Workshop on Hybrid Learning Spaces - Data, Design, Didactics co-located with 14th European Conference on Technology Enhanced Learning (EC-TEL 2019), Delft, the Netherlands, September 16, 2019, 2019, pp. 1–14 [Online]. Available: https://ceur-ws.org/Vol-2712/paper01.pdf
S. Serrano-Iglesias et al., “Personalizing the connection between formal and informal learning in Smart Learning Environments,” in Proceedings of the Workshop on Hybrid Learning Spaces - Data, Design, Didactics co-located with 14th European Conference on Technology Enhanced Learning (EC-TEL 2019), Delft, the Netherlands, September 16, 2019, 2019, pp. 47–52 [Online]. Available: https://ceur-ws.org/Vol-2712/paper06.pdf
A. Ntourmas, N. M. Avouris, S. Daskalaki, and Y. A. Dimitriadis, “Teaching Assistants in MOOCs Forums: Omnipresent Interlocutors or Knowledge Facilitators,” in Transforming Learning with Meaningful Technologies - 14th European Conference on Technology Enhanced Learning, EC-TEL 2019, Delft, The Netherlands, September 16-19, 2019, Proceedings, 2019, pp. 236–250. DOI: 10.1007/978-3-030-29736-7_18
E. Er, Y. A. Dimitriadis, and D. Gasevic, “Synergy: A Web-Based Tool to Facilitate Dialogic Peer Feedback,” in Transforming Learning with Meaningful Technologies - 14th European Conference on Technology Enhanced Learning, EC-TEL 2019, Delft, The Netherlands, September 16-19, 2019, Proceedings, 2019, pp. 709–713. DOI: 10.1007/978-3-030-29736-7_72
A. Ntourmas, N. M. Avouris, S. Daskalaki, and Y. A. Dimitriadis, “Comparative Study of Two Different Mooc Forums Posts Classifiers: Analysis and Generalizability Issues,” in 10th International Conference on Information, Intelligence, Systems and Applications, IISA 2019, Patras, Greece, July 15-17, 2019, 2019, pp. 1–8. DOI: 10.1109/IISA.2019.8900682
A. Ntourmas, N. M. Avouris, S. Daskalaki, and Y. A. Dimitriadis, “Evaluation of a Massive Online Course Forum: Design Issues and Their Impact on Learners’ Support,” in Human-Computer Interaction - INTERACT 2019 - 17th IFIP TC 13 International Conference, Paphos, Cyprus, September 2-6, 2019, Proceedings, Part II, 2019, pp. 197–206. DOI: 10.1007/978-3-030-29384-0_12
E. Er, E. Gómez-Sánchez, M. L. Bote-Lorenzo, J. I. Asensio-Pérez, and Y. A. Dimitriadis, “Informing the Design of Collaborative Activities in MOOCs using Actionable Predictions,” in Proceedings of the Sixth ACM Conference on Learning @ Scale, L@S 2019, Chicago, IL, USA, June 24-25, 2019, 2019, pp. 27:1–27:4. DOI: 10.1145/3330430.3333640
A. Ruiz-Calleja et al., “Exploiting the Web of Data to bridge formal and informal learning experiences,” in Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019, 2019, pp. 653–657. DOI: 10.1145/3362789.3362821
A. Ruiz-Calleja et al., “The Potential of Open Data to Automatically Create Learning Resources for Smart Learning Environments,” in 13th International Conference on Ubiquitous Computing and Ambient Intelligence, UCAmI 2019, Toledo, Spain, December 2-5, 2019, 2019, p. 61. DOI: 10.3390/proceedings2019031061
P. M. Moreno-Marcos, C. Alario-Hoyos, P. J. Muñoz-Merino, and C. D. Kloos, “Prediction in MOOCs: A Review and Future Research Directions,” IEEE Trans. Learn. Technol., vol. 12, no. 3, pp. 384–401, 2019. DOI: 10.1109/TLT.2018.2856808
P. M. Moreno-Marcos, C. Alario-Hoyos, P. J. Muñoz-Merino, I. Estévez-Ayres, and C. D. Kloos, “A Learning Analytics Methodology for Understanding Social Interactions in MOOCs,” IEEE Trans. Learn. Technol., vol. 12, no. 4, pp. 442–455, 2019. DOI: 10.1109/TLT.2018.2883419
P. M. Moreno-Marcos, P. J. M. Merino, C. Alario-Hoyos, and C. D. Kloos, “Analyzing students’ persistence using an event-based model,” in Proceedings of the Learning Analytics Summer Institute Spain 2019: Learning Analytics in Higher Education, Vigo, Spain, June 27-28, 2019, 2019, pp. 56–70 [Online]. Available: https://ceur-ws.org/Vol-2415/paper06.pdf
A. Álvarez-Ayllón, M. Palomo-Duarte, and J. M. Dodero, “Interactive Data Exploration of Distributed Raw Files: A Systematic Mapping Study,” IEEE Access, vol. 7, pp. 10691–10717, 2019. DOI: 10.1109/ACCESS.2018.2882244
J. M. R. Corral, I. Ruiz-Rube, A. A. C. Balcells, J. M. Mota-Macias, A. M. Estevez, and J. M. Dodero, “A Study on the Suitability of Visual Languages for Non-Expert Robot Programmers,” IEEE Access, vol. 7, pp. 17535–17550, 2019. DOI: 10.1109/ACCESS.2019.2895913
A. Balderas, J. A. C. Hernández, J. M. Dodero, M. Palomo-Duarte, and I. Ruiz-Rube, “Model-Driven Skills Assessmentin Knowledge Management Systems,” J. Web Eng., vol. 18, no. 4–6, pp. 353–380, 2019. DOI: 10.13052/jwe1540-9589.18464
J. M. Dodero, M. Rodriguez-Garcia, I. Ruiz-Rube, and M. Palomo-Duarte, “Privacy-Preserving Reengineeringof Model-View-Controller ApplicationArchitectures Using Linked Data,” J. Web Eng., vol. 18, no. 7, pp. 695–728, 2019. DOI: 10.13052/jwe1540-9589.1875
I. Ruiz-Rube, J. M. Mota, T. Person, J. M. R. Corral, and J. M. Dodero, “Block-Based Development of Mobile Learning Experiences for the Internet of Things,” Sensors, vol. 19, no. 24, p. 5467, 2019. DOI: 10.3390/s19245467
H. Chaabi, A. Azmani, and J. M. Dodero, “Analysis of the relationship between computational thinking and mathematical abstraction in primary education,” in Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019, 2019, pp. 981–986. DOI: 10.1145/3362789.3362881
A. Balderas, A. Capiluppi, M. Palomo-Duarte, A. Malizia, and J. M. Dodero, “Reducing procrastination while improving performance: a wiki-powered experiment with students,” in Proceedings of the 15th International Symposium on Open Collaboration, OpenSym 2019, Skövde, Sweden, August 20-22, 2019, 2019, pp. 10:1–10:10. DOI: 10.1145/3306446.3340813
R. Cobos, F. Jurado, and A. Blázquez-Herranz, “A Content Analysis System That Supports Sentiment Analysis for Subjectivity and Polarity Detection in Online Courses,” Rev. Iberoam. de Tecnol. del Aprendiz., vol. 14, no. 4, pp. 177–187, 2019. DOI: 10.1109/RITA.2019.2952298
L. Echeverría, R. Cobos, and M. Morales, “Improving the Students Computational Thinking Skills With Collaborative Learning Techniques,” Rev. Iberoam. de Tecnol. del Aprendiz., vol. 14, no. 4, pp. 196–206, 2019. DOI: 10.1109/RITA.2019.2952299
L. Echeverría, R. Cobos, M. Morales, F. Moreno, and V. Negrete, “Promoting Computational Thinking Skills in Primary School Students to Improve Learning of Geometry,” in IEEE Global Engineering Education Conference, EDUCON 2019, Dubai, United Arab Emirates, April 8-11, 2019, 2019, pp. 424–429. DOI: 10.1109/EDUCON.2019.8725088
R. Cobos, F. Jurado, and A. Villen, “Moods in MOOCs: Analyzing Emotions in the Content of Online Courses with edX-CAS,” in IEEE Global Engineering Education Conference, EDUCON 2019, Dubai, United Arab Emirates, April 8-11, 2019, 2019, pp. 1467–1474. DOI: 10.1109/EDUCON.2019.8725107
N. Garay-Vitoria et al., “Neuromodulation system in closed loop for enhancing the sleep and the memory consolidation,” in Proceedings of the XX International Conference on Human Computer Interaction, Interacción 2019, Donostia, Gipuzkoa, Spain, June 25-28, 2019, 2019, pp. 11:1–11:4. DOI: 10.1145/3335595.3335646
A. Álvarez and M. Villamañe, “e2Forja, Methodology to Define Formative Continuous Assessment and Grading Processes,” in Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019, 2019, pp. 137–143. DOI: 10.1145/3362789.3362851
M. L. Nistal, F. A. Mikic-Fonte, M. Caeiro-Rodríguez, and M. Liz-Domínguez, “Supporting Intensive Continuous Assessment With BeA in a Flipped Classroom Experience,” IEEE Access, vol. 7, pp. 150022–150036, 2019. DOI: 10.1109/ACCESS.2019.2946908
F. de Arriba-Pérez, J. M. Santos-Gago, M. Caeiro-Rodríguez, and M. R. Merino, “Study of stress detection and proposal of stress-related features using commercial-off-the-shelf wrist wearables,” J. Ambient Intell. Humaniz. Comput., vol. 10, no. 12, pp. 4925–4945, 2019. DOI: 10.1007/s12652-019-01188-3
J. J. Sluss et al., “2018 IEEE Education Society Awards, 2018 Frontiers in Education Conference Awards, and Selected IEEE Awards,” IEEE Trans. Educ., vol. 62, no. 1, pp. 57–63, 2019. DOI: 10.1109/TE.2018.2880310
F. A. Mikic-Fonte, M. Liz-Domínguez, M. L. Nistal, and M. Caeiro-Rodríguez, “Work-in-Progress: QMSFC: A System for Encouraging the Active Participation of Students in Flipped Classroom,” in IEEE Global Engineering Education Conference, EDUCON 2019, Dubai, United Arab Emirates, April 8-11, 2019, 2019, pp. 1407–1410. DOI: 10.1109/EDUCON.2019.8725121
Y. E. Geddawy, F. A. Mikic-Fonte, M. L. Nistal, and M. Caeiro-Rodríguez, “Adaptive Multi-Agent Assisting Framework for a Personal Teaching Environment,” in IEEE Frontiers in Education Conference, FIE 2019, Cincinnati, OH, USA, October 16-19, 2019, 2019, pp. 1–4. DOI: 10.1109/FIE43999.2019.9028354
M. Liz-Domínguez, F. A. Mikic-Fonte, M. L. Nistal, M. Caeiro-Rodríguez, and M. Castro, “Analyzing Student Interactions with Online Learning Contents in a Flipped Classroom Setting,” in IEEE Frontiers in Education Conference, FIE 2019, Cincinnati, OH, USA, October 16-19, 2019, 2019, pp. 1–4. DOI: 10.1109/FIE43999.2019.9028534
M. Caeiro-Rodríguez, Á. Hernández-García, and P. J. M. Merino, “Learning Analytics Summer Institute Spain 2019: Learning analytics in higher education,” in Proceedings of the Learning Analytics Summer Institute Spain 2019: Learning Analytics in Higher Education, Vigo, Spain, June 27-28, 2019, 2019, pp. 1–8 [Online]. Available: https://ceur-ws.org/Vol-2415/paper01.pdf
M. Liz-Domínguez, M. Caeiro-Rodríguez, M. L. Nistal, and F. A. Mikic-Fonte, “Predictors and early warning systems in higher education - A systematic literature review,” in Proceedings of the Learning Analytics Summer Institute Spain 2019: Learning Analytics in Higher Education, Vigo, Spain, June 27-28, 2019, 2019, pp. 84–99 [Online]. Available: https://ceur-ws.org/Vol-2415/paper08.pdf
M. Caeiro-Rodríguez, “Making Teaching and Learning Visible: How Can Learning Designs Be Represented?,” in Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019, 2019, pp. 265–274. DOI: 10.1145/3362789.3362839
M. Caeiro-Rodríguez, Á. Hernández-García, and P. J. Muñoz-Merino, Eds., Proceedings of the Learning Analytics Summer Institute Spain 2019: Learning Analytics in Higher Education, Vigo, Spain, June 27-28, 2019, vol. 2415. CEUR-WS.org, 2019 [Online]. Available: https://ceur-ws.org/Vol-2415
R. Cerezo, V. Calderón, and C. Romero, “A holographic mobile-based application for practicing pronunciation of basic English vocabulary for Spanish speaking children,” Int. J. Hum. Comput. Stud., vol. 124, pp. 13–25, 2019. DOI: 10.1016/j.ijhcs.2018.11.009
C. García-Martínez, R. Cerezo, M. Bermúdez, and C. Romero, “Improving essay peer grading accuracy in massive open online courses using personalized weights from student’s engagement and performance,” J. Comput. Assist. Learn., vol. 35, no. 1, pp. 110–120, 2019. DOI: 10.1111/jcal.12316
W. Chango, R. Cerezo, and C. Romero, “Predicting academic performance of university students from multi-sources data in blended learning,” in Proceedings of the Second International Conference on Data Science, E-Learning and Information Systems, DATA 2019, Dubai, UAE, December 2-5, 2019, 2019, pp. 3:1–3:5. DOI: 10.1145/3368691.3368694
M. Almagro-Cádiz, V. Fresno, and F. de la Paz, “Speech gestural interpretation by applying word representations in robotics,” Integr. Comput. Aided Eng., vol. 26, no. 1, pp. 97–109, 2019. DOI: 10.3233/ICA-180585
M. Almagro, R. Martínez, S. Montalvo, and V. Fresno, “A cross-lingual approach to automatic ICD-10 coding of death certificates by exploring machine translation,” J. Biomed. Informatics, vol. 94, 2019. DOI: 10.1016/j.jbi.2019.103207
E. Acquila-Natale, S. Iglesías-Pradas, Á. Hernández-García, J. Chaparro-Peláez, and I. Rodríguez-Ruiz, “MWDEX: A Moodle Workshop Data EXtractor,” in Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019, 2019, pp. 297–303. DOI: 10.1145/3362789.3362899
J. C. S. Prieto, Á. Hernández-García, F. J. García-Peñalvo, J. Chaparro-Peláez, and S. Olmos-Migueláñez, “Break the walls! Second-Order barriers and the acceptance of mLearning by first-year pre-service teachers,” Comput. Hum. Behav., vol. 95, pp. 158–167, 2019. DOI: 10.1016/j.chb.2019.01.019
M. Á. Conde and Á. Hernández-García, “Data Driven Education in Personal Learning Environments - What About Learning beyond the Institution?,” Int. J. Learn. Anal. Artif. Intell. Educ., vol. 1, no. 1, pp. 43–57, 2019. DOI: 10.3991/ijai.v1i1.11041
M. Á. Conde and Á. Hernández-García, “Learning Analytics: The End of the Beginning,” in Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019, 2019, pp. 248–252. DOI: 10.1145/3362789.3362943
L. Albó, D. Hernández-Leo, and V. M. Oliver, “Smartphones or laptops in the collaborative classroom? A study of video-based learning in higher education,” Behav. Inf. Technol., vol. 38, no. 6, pp. 637–649, 2019. DOI: 10.1080/0144929X.2018.1549596
D. Hernández-Leo, R. M. Maldonado, A. Pardo, J. A. Muñoz-Cristóbal, and M. J. Rodríguez-Triana, “Analytics for learning design: A layered framework and tools,” Br. J. Educ. Technol., vol. 50, no. 1, pp. 139–152, 2019. DOI: 10.1111/bjet.12645
M. Beardsley, P. Santos, D. Hernández-Leo, and K. Michos, “Ethics in educational technology research: Informing participants on data sharing risks,” Br. J. Educ. Technol., vol. 50, no. 3, pp. 1019–1034, 2019. DOI: 10.1111/bjet.12781
R. M. Maldonado, D. Hernández-Leo, and A. Pardo, “Preface to the special issue on learning analytics and personalised support across spaces,” User Model. User Adapt. Interact., vol. 29, no. 4, pp. 751–758, 2019. DOI: 10.1007/s11257-019-09243-6
I. Amarasinghe, D. Hernández-Leo, and A. Jonsson, “Data-informed design parameters for adaptive collaborative scripting in across-spaces learning situations,” User Model. User Adapt. Interact., vol. 29, no. 4, pp. 869–892, 2019. DOI: 10.1007/s11257-019-09233-8
K. Manathunga and D. Hernández-Leo, “Flexible CSCL Orchestration Technology: Mechanisms for Elasticity and Dynamism in Pyramid Script Flows,” in 13th International Conference on Computer Supported Collaborative Learning, CSCL 2019, Lyon, France, June 17-21, 2019, 2019 [Online]. Available: https://repository.isls.org/handle/1/4410
M. Vujovic and D. Hernández-Leo, “Shall We Learn Together in Loud Spaces? Towards Understanding the Effects of Sound in Collaborative Learning,” in 13th International Conference on Computer Supported Collaborative Learning, CSCL 2019, Lyon, France, June 17-21, 2019, 2019 [Online]. Available: https://repository.isls.org/handle/1/4551
L. Albó and D. Hernández-Leo, “How Educators Value Design Analytics for Blended Learning (extended abstract),” in Proceedings of the Workshop on Hybrid Learning Spaces - Data, Design, Didactics co-located with 14th European Conference on Technology Enhanced Learning (EC-TEL 2019), Delft, the Netherlands, September 16, 2019, 2019, pp. 53–55 [Online]. Available: https://ceur-ws.org/Vol-2712/paper07.pdf
L. Albó, J. Barria-Pineda, P. Brusilovsky, and D. Hernández-Leo, “Concept-Level Design Analytics for Blended Courses,” in Transforming Learning with Meaningful Technologies - 14th European Conference on Technology Enhanced Learning, EC-TEL 2019, Delft, The Netherlands, September 16-19, 2019, Proceedings, 2019, pp. 541–554. DOI: 10.1007/978-3-030-29736-7_40
I. Amarasinghe and D. Hernández-Leo, “Adaptive Orchestration of Scripted Collaborative Learning in MOOCs,” in Transforming Learning with Meaningful Technologies - 14th European Conference on Technology Enhanced Learning, EC-TEL 2019, Delft, The Netherlands, September 16-19, 2019, Proceedings, 2019, pp. 591–594. DOI: 10.1007/978-3-030-29736-7_46
M. Vujovic, S. Tassani, and D. Hernández-Leo, “Motion Capture as an Instrument in Multimodal Collaborative Learning Analytics,” in Transforming Learning with Meaningful Technologies - 14th European Conference on Technology Enhanced Learning, EC-TEL 2019, Delft, The Netherlands, September 16-19, 2019, Proceedings, 2019, pp. 604–608. DOI: 10.1007/978-3-030-29736-7_49
M. Beardsley, M. Vujovic, M. Portero-Tresserra, and D. Hernández-Leo, “ClassMood App: A Classroom Orchestration Tool for Identifying and Influencing Student Moods,” in Transforming Learning with Meaningful Technologies - 14th European Conference on Technology Enhanced Learning, EC-TEL 2019, Delft, The Netherlands, September 16-19, 2019, Proceedings, 2019, pp. 723–726. DOI: 10.1007/978-3-030-29736-7_75
E. Theophilou, A. Guxens, D. Karageorgiev, M. Beardsley, P. Santos, and D. Hernández-Leo, “Soéle: A Tool for Teachers to Evaluate Social Awareness in Their Learning Designs,” in Transforming Learning with Meaningful Technologies - 14th European Conference on Technology Enhanced Learning, EC-TEL 2019, Delft, The Netherlands, September 16-19, 2019, Proceedings, 2019, pp. 761–764. DOI: 10.1007/978-3-030-29736-7_83
L. Albó, R. Butera-Castelo, and D. Hernández-Leo, “Supporting the planning of hybrid-MOOCs learning designs,” in Proceedings of Work in Progress Papers of the Research, Experience and Business Tracks at EMOOCs 2019, co-located with the European MOOCs Stakeholders Submmit 2019 Conference, Naples, Italy, May 20-22, 2019, 2019, pp. 8–13 [Online]. Available: https://ceur-ws.org/Vol-2356/research_short2.pdf
E. Zalavra, K. A. Papanikolaou, K. Makri, K. Michos, and D. Hernández-Leo, “Exploiting Peer Review in Microteaching Through the Ld-Feedback App in Teacher Education,” in Methodologies and Intelligent Systems for Technology Enhanced Learning, 9th International Conference, Workshops, MIS4TEL 2019, Avila, Spain, 26-28 June, 2019, 2019, pp. 139–147. DOI: 10.1007/978-3-030-23884-1_18
M. Beardsley, J. Martínez-Moreno, P. Santos, and D. Hernández-Leo, “Does consent form comprehension affect the rate of consenting participants in educational technology research? (Version 1).” Zenodo, May-2019. DOI: 10.5281/zenodo.3132921
M. Beardsley, J. Martínez-Moreno, P. Santos, and D. Hernández-Leo, “Supporting students in making informed data sharing decisions: from comprehension to consenting (Version 2).” Zenodo, May-2019. DOI: 10.5281/zenodo.3604060
M. Beardsley, M. Vujovic, J. Martínez-Moreno, P. Santos, and D. Hernández-Leo, “Enhancing consent forms to support participant decision making in multimodal learning research (Version 1).” Zenodo, Nov-2019. DOI: 10.5281/zenodo.3557272
Á. Fernández, C. Fernández, J. Á. Miguel-Dávila, M. Á. Conde, and V. Matellán, “Supercomputers to improve the performance in higher education: A review of the literature,” Comput. Educ., vol. 128, pp. 353–364, 2019. DOI: 10.1016/j.compedu.2018.10.004
Á. M. Guerrero-Higueras, N. DeCastro-García, F. J. Rodríguez-Lera, V. Matellán, and M. Á. Conde, “Predicting academic success through students’ interaction with Version Control Systems,” Open Comput. Sci., vol. 9, no. 1, pp. 243–251, 2019. DOI: 10.1515/comp-2019-0012
J. Nouri et al., “Efforts in Europe for Data-Driven Improvement of Education - A Review of Learning Analytics Research in Seven Countries,” Int. J. Learn. Anal. Artif. Intell. Educ., vol. 1, no. 1, pp. 8–27, 2019. DOI: 10.3991/ijai.v1i1.11053
F. J. Rodríguez-Sedano, M. Á. C. González, P. Ponsa, L. M. Muñoz, and C. F. Llamas, “Design and evaluation of a graphical user interface for facilitating expert knowledge transfer: a teleoperation case study,” Univers. Access Inf. Soc., vol. 18, no. 3, pp. 431–442, 2019. DOI: 10.1007/s10209-019-00670-1
M. Á. Conde, F. J. Rodríguez-Sedano, F. J. Rodríguez-Lera, A. Gutiérrez-Fernández, and Á. M. Guerrero-Higueras, “Analyzing Students’ WhatsApp Messages to Evaluate the Individual Acquisition of Teamwork Competence,” in Learning and Collaboration Technologies. Ubiquitous and Virtual Environments for Learning and Collaboration - 6th International Conference, LCT 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Orlando, FL, USA, July 26-31, 2019, Proceedings, Part II, 2019, pp. 26–36. DOI: 10.1007/978-3-030-21817-1_3
A. Vázquez-Ingelmo, F. J. García-Peñalvo, R. Therón, and M. Á. Conde, “Extending a dashboard meta-model to account for users’ characteristics and goals for enhancing personalization,” in Proceedings of the Learning Analytics Summer Institute Spain 2019: Learning Analytics in Higher Education, Vigo, Spain, June 27-28, 2019, 2019, pp. 35–42 [Online]. Available: https://ceur-ws.org/Vol-2415/paper04.pdf
F. J. García-Peñalvo, M. Á. Conde, J. Gonçalves, and J. Lima, “Computational thinking and robotics in education,” in Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019, 2019, pp. 2–5. DOI: 10.1145/3362789.3362957
M. Á. Conde et al., “RoboSTEAM - A Challenge Based Learning Approach for integrating STEAM and develop Computational Thinking,” in Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019, 2019, pp. 24–30. DOI: 10.1145/3362789.3362893
J. Gonçalves et al., “Educational Robotics Summer Camp at IPB: A Challenge based learning case study,” in Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019, 2019, pp. 36–43. DOI: 10.1145/3362789.3362910
Á. M. Guerrero-Higueras et al., “Prediction of academic success through interaction with version control systems,” in Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019, 2019, pp. 284–289. DOI: 10.1145/3362789.3362875
R. A. Pazmiño-Maji, L. Naranjo-Ordoñez, M. Á. C. González, and F. J. García-Peñalvo, “Learning Analytics in Ecuador: An Initial Analysis based in a Mapping Review,” in Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019, 2019, pp. 304–311. DOI: 10.1145/3362789.3362913
Á. Fernández, C. Fernández, J. Á. Miguel-Dávila, M. Á. Conde, and V. Matellán, “Supercomputers in the educational process,” in Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019, 2019, pp. 548–553. DOI: 10.1145/3362789.3362866
Á. M. Guerrero-Higueras, L. Sánchez-González, M. Á. Conde, F. J. Rodríguez-Lera, M. C. Limas, and N. Petkov, “Facilitating the learning process in parallel computing by using instant messaging,” in Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019, 2019, pp. 558–563. DOI: 10.1145/3362789.3362877
X. Yang, J. Fu, F. J. Rodríguez-Sedano, and M. Á. Conde, “Enhancing Students’ Academic Performance through Teamwork and Classroom Response Systems: Case Study with Chinese Students,” in Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019, 2019, pp. 732–737. DOI: 10.1145/3362789.3362836
M. Á. Conde, A. Sarasa-Cabezuelo, and J.-L. Sierra, “10th International Workshop on Software Engineering for E-learning (ISELEAR’19),” in Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019, 2019, pp. 811–814. DOI: 10.1145/3362789.3362954
M. Á. C. González, F. J. Rodríguez-Sedano, C. F. Llamas, and F. J. García-Peñalvo, Eds., Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019. ACM, 2019. DOI: 10.1145/3362789
A. Calvo-Morata, M. Freire-Morán, I. Martínez-Ortiz, and B. Fernández-Manjón, “Applicability of a Cyberbullying Videogame as a Teacher Tool: Comparing Teachers and Educational Sciences Students,” IEEE Access, vol. 7, pp. 55841–55850, 2019. DOI: 10.1109/ACCESS.2019.2913573
C. Alonso-Fernández, A. Calvo-Morata, M. Freire, I. Martínez-Ortiz, and B. Fernández-Manjón, “Applications of data science to game learning analytics data: A systematic literature review,” Comput. Educ., vol. 141, 2019. DOI: 10.1016/j.compedu.2019.103612
C. Alonso-Fernández, A. R. Cano, A. Calvo-Morata, M. Freire-Morán, I. Martínez-Ortiz, and B. Fernández-Manjón, “Lessons learned applying learning analytics to assess serious games,” Comput. Hum. Behav., vol. 99, pp. 301–309, 2019. DOI: 10.1016/j.chb.2019.05.036
V. M. Pérez-Colado, I. J. Pérez-Colado, M. Freire-Morán, I. Martínez-Ortiz, and B. Fernández-Manjón, “Simplifying the Creation of Adventure Serious Games with Educational Oriented Features,” J. Educ. Technol. Soc., vol. 22, no. 3, pp. 32–46, 2019 [Online]. Available: https://drive.google.com/file/d/1H0wrn050yvF0By7fZuYsLDXpfheobmcU/view
A. Calvo-Morata, C. Alonso-Fernández, M. Freire-Morán, I. Martínez-Ortiz, and B. Fernández-Manjón, “Game Learning Analytics, Facilitating the Use of Serious Games in the Class,” Rev. Iberoam. de Tecnol. del Aprendiz., vol. 14, no. 4, pp. 168–176, 2019. DOI: 10.1109/RITA.2019.2952296
A. Calvo-Morata, C. Alonso-Fernández, I. J. Pérez-Colado, M. Freire, I. Martínez-Ortiz, and B. Fernández-Manjón, “Improving Teacher Game Learning Analytics Dashboards through ad-hoc Development,” J. Univers. Comput. Sci., vol. 25, no. 12, pp. 1507–1530, 2019 [Online]. Available: http://www.jucs.org/jucs_25_12/improving_teacher_game_learning
I. Martínez-Ortiz, I. J. Pérez-Colado, D.-C. Rotaru, M. Freire, and B. Fernández-Manjón, “From Heterogeneous Activities to Unified Analytics Dashboards,” in IEEE Global Engineering Education Conference, EDUCON 2019, Dubai, United Arab Emirates, April 8-11, 2019, 2019, pp. 1108–1113. DOI: 10.1109/EDUCON.2019.8725222
A. Calvo-Morata, C. Alonso-Fernandez, M. Freire, I. Martínez-Ortiz, and B. Fernández-Manjón, “Game Learning Analytics for Educators,” in IEEE Global Engineering Education Conference, EDUCON 2019, Dubai, United Arab Emirates, April 8-11, 2019, 2019, pp. 1436–1442. DOI: 10.1109/EDUCON.2019.8725089
I. J. Pérez-Colado, A. Calvo-Morata, C. Alonso-Fernández, M. Freire, I. Martínez-Ortiz, and B. Fernández-Manjón, “Simva: Simplifying the Scientific Validation of Serious Games,” in 19th IEEE International Conference on Advanced Learning Technologies, ICALT 2019, Maceió, Brazil, July 15-18, 2019, 2019, pp. 113–115. DOI: 10.1109/ICALT.2019.00033
V. M. Pérez-Colado, I. J. Pérez-Colado, M. Freire-Morán, I. Martínez-Ortiz, and B. Fernández-Manjón, “uAdventure: Simplifying Narrative Serious Games Development,” in 19th IEEE International Conference on Advanced Learning Technologies, ICALT 2019, Maceió, Brazil, July 15-18, 2019, 2019, pp. 119–123. DOI: 10.1109/ICALT.2019.00030
C. Alonso-Fernández, I. J. Pérez-Colado, A. Calvo-Morata, M. Freire-Morán, I. Martínez-Ortiz, and B. Fernández-Manjón, “Using Simva to evaluate serious games and collect game learning analytics data,” in Proceedings of the Learning Analytics Summer Institute Spain 2019: Learning Analytics in Higher Education, Vigo, Spain, June 27-28, 2019, 2019, pp. 22–34 [Online]. Available: https://ceur-ws.org/Vol-2415/paper03.pdf
C. Alonso-Fernández, A. Calvo-Morata, M. Freire, I. Martínez-Ortiz, and B. Fernández-Manjón, “Simplifying the Validation and Application of Games with Simva,” in Emerging Technologies for Education - 4th International Symposium, SETE@ICWL 2019, Magdeburg, Germany, September 23-25, 2019, Revised Selected Papers, 2019, pp. 337–346. DOI: 10.1007/978-3-030-38778-5_37
A. Vázquez-Ingelmo, F. J. García-Peñalvo, and R. Therón, “Information Dashboards and Tailoring Capabilities - A Systematic Literature Review,” IEEE Access, vol. 7, pp. 109673–109688, 2019. DOI: 10.1109/ACCESS.2019.2933472
A. Vázquez-Ingelmo, F. J. García-Peñalvo, and R. Therón, “Taking advantage of the software product line paradigm to generate customized user interfaces for decision-making processes: a case study on university employability,” PeerJ Comput. Sci., vol. 5, p. e203, 2019. DOI: 10.7717/peerj-cs.203
F. J. García-Peñalvo, A. Vázquez-Ingelmo, A. García-Holgado, and A. M. Seoane-Pardo, “Analyzing the usability of the WYRED Platform with undergraduate students to improve its features,” Univers. Access Inf. Soc., vol. 18, no. 3, pp. 455–468, 2019. DOI: 10.1007/s10209-019-00672-z
A. García-Holgado, A. Vázquez-Ingelmo, S. Verdugo-Castro, C. S. González, M. C. Sánchez-Gómez, and F. J. García-Peñalvo, “Actions to Promote Diversity in Engineering Studies: a Case Study in a Computer Science Degree,” in IEEE Global Engineering Education Conference, EDUCON 2019, Dubai, United Arab Emirates, April 8-11, 2019, 2019, pp. 793–800. DOI: 10.1109/EDUCON.2019.8725134
F. J. García-Peñalvo, A. Vázquez-Ingelmo, and A. García-Holgado, “Study of the Usability of the WYRED Ecosystem Using Heuristic Evaluation,” in Learning and Collaboration Technologies. Designing Learning Experiences - 6th International Conference, LCT 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Orlando, FL, USA, July 26-31, 2019, Proceedings, Part I, 2019, pp. 50–63. DOI: 10.1007/978-3-030-21814-0_5
A. Vázquez-Ingelmo, F. J. García-Peñalvo, and R. Therón, “Tailored information dashboards: A systematic mapping of the literature,” in Proceedings of the XX International Conference on Human Computer Interaction, Interacción 2019, Donostia, Gipuzkoa, Spain, June 25-28, 2019, 2019, pp. 26:1–26:8. DOI: 10.1145/3335595.3335628
A. Vázquez-Ingelmo, F. J. García-Peñalvo, and R. Therón, “Capturing high-level requirements of information dashboards’ components through meta-modeling,” in Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019, 2019, pp. 815–821. DOI: 10.1145/3362789.3362837
A. Vázquez-Ingelmo, F. J. García-Peñalvo, and R. Therón, “Automatic generation of software interfaces for supporting decision-making processes. An application of domain engineering and machine learning,” in Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, TEEM 2019, León Spain, October, 2019, 2019, pp. 1007–1011. DOI: 10.1145/3362789.3362923
A. Vázquez-Ingelmo, A. García-Holgado, F. J. García-Peñalvo, and R. Therón, “Dashboard Meta-Model for Knowledge Management in Technological Ecosystem: A Case Study in Healthcare,” in 13th International Conference on Ubiquitous Computing and Ambient Intelligence, UCAmI 2019, Toledo, Spain, December 2-5, 2019, 2019, p. 44. DOI: 10.3390/proceedings2019031044
A. Vázquez-Ingelmo, F. J. García-Peñalvo, and R. Therón, “Addressing Fine-Grained Variability in User-Centered Software Product Lines: A Case Study on Dashboards,” in New Knowledge in Information Systems and Technologies - Volume 1, World Conference on Information Systems and Technologies, WorldCIST 2019, Galicia, Spain, 16-19 April, 2019, 2019, pp. 855–864. DOI: 10.1007/978-3-030-16181-1_80
J. A. Martínez, J. Campuzano, T. Sancho-Vinuesa, and E. Valderrama, “Predicting student performance over time. A case study for a blended-learning engineering course,” in Proceedings of the Learning Analytics Summer Institute Spain 2019: Learning Analytics in Higher Education, Vigo, Spain, June 27-28, 2019, 2019, pp. 43–55 [Online]. Available: https://ceur-ws.org/Vol-2415/paper05.pdf
J. Figueroa-Cañas and T. Sancho-Vinuesa, “Predicting early dropout student is a matter of checking completed quizzes: the case of an online statistics module,” in Proceedings of the Learning Analytics Summer Institute Spain 2019: Learning Analytics in Higher Education, Vigo, Spain, June 27-28, 2019, 2019, pp. 100–111 [Online]. Available: https://ceur-ws.org/Vol-2415/paper09.pdf
S. Sergis, D. G. Sampson, M. J. Rodríguez-Triana, D. Gillet, L. Pelliccione, and T. de Jong, “Using educational data from teaching and learning to inform teachers’ reflective educational design in inquiry-based STEM education,” Comput. Hum. Behav., vol. 92, pp. 724–738, 2019. DOI: 10.1016/j.chb.2017.12.014
M. J. Rodríguez-Triana, L. P. Prieto, T. Ley, T. de Jong, and D. Gillet, “Tracing Teacher Collaborative Learning and Innovation Adoption: a Case Study in an Inquiry Learning Platform,” in 13th International Conference on Computer Supported Collaborative Learning, CSCL 2019, Lyon, France, June 17-21, 2019, 2019 [Online]. Available: https://repository.isls.org/handle/1/4436
P. Chejara, L. P. Prieto, A. Ruiz-Calleja, M. J. Rodríguez-Triana, and S. K. Shankar, “Exploring the Triangulation of Dimensionality Reduction When Interpreting Multimodal Learning Data from Authentic Settings,” in Transforming Learning with Meaningful Technologies - 14th European Conference on Technology Enhanced Learning, EC-TEL 2019, Delft, The Netherlands, September 16-19, 2019, Proceedings, 2019, pp. 664–667. DOI: 10.1007/978-3-030-29736-7_62
J. S. Machado, J. C. Farah, D. Gillet, and M. J. Rodríguez-Triana, “Towards Open Data in Digital Education Platforms,” in 19th IEEE International Conference on Advanced Learning Technologies, ICALT 2019, Maceió, Brazil, July 15-18, 2019, 2019, pp. 209–211. DOI: 10.1109/ICALT.2019.00048
S. K. Shankar, A. Ruiz-Calleja, L. P. Prieto, M. J. Rodríguez-Triana, and P. Chejara, “An Architecture and Data Model to Process Multimodal Evidence of Learning,” in Advances in Web-Based Learning - ICWL 2019 - 18th International Conference, Magdeburg, Germany, September 23-25, 2019, Proceedings, 2019, pp. 72–83. DOI: 10.1007/978-3-030-35758-0_7
G. Pishtari et al., “An Overview of Learning Design and Analytics in Mobile and Ubiquitous Learning,” in Advances in Web-Based Learning - ICWL 2019 - 18th International Conference, Magdeburg, Germany, September 23-25, 2019, Proceedings, 2019, pp. 312–319. DOI: 10.1007/978-3-030-35758-0_30
J. Grau-Valldosera, J. Minguillón, and A. Blasco-Moreno, “Returning after taking a break in online distance higher education: from intention to effective re-enrollment,” Interact. Learn. Environ., vol. 27, no. 3, pp. 307–323, 2019. DOI: 10.1080/10494820.2018.1470986
J. Arnedo-Moreno, S. Tesconi, M.-J. Marco-Galindo, D. García-Solórzano, and M. F. García, “A Study on the Use of Gameful Approaches in Self-paced ‘learn to code’ (SPL2C) Apps,” in Proceedings of the 3rd International Symposium on Gamification and Games for Learning, GamiLearn 2019, Barcelona, Spain, October 22, 2019, 2019 [Online]. Available: https://ceur-ws.org/Vol-2497/paper11.pdf