Riordan Alfredo

According to our database, Riordan Alfredo authored at least 16 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Evidence-based multimodal learning analytics for feedback and reflection in collaborative learning.

Lixiang Yan, Vanessa Echeverría, Yueqiao Jin, Gloria Fernández-Nieto, Linxuan Zhao, Xinyu Li, Riordan Alfredo, Zachari Swiecki, Dragan Gasevic, Roberto Martínez-Maldonado

Br. J. Educ. Technol., September, 2024

Towards automated transcribing and coding of embodied teamwork communication through multimodal learning analytics.

Linxuan Zhao, Dragan Gasevic, Zachari Swiecki, Yuheng Li, Jionghao Lin, Lele Sha, Lixiang Yan, Riordan Alfredo, Xinyu Li, Roberto Martínez Maldonado

Br. J. Educ. Technol., July, 2024

Lessons Learnt from a Multimodal Learning Analytics Deployment In-the-Wild.

Roberto Martínez Maldonado, Vanessa Echeverría, Gloria Fernández-Nieto, Lixiang Yan, Linxuan Zhao, Riordan Alfredo, Xinyu Li, Samantha Dix, Hollie Jaggard, Rosie Wotherspoon, Abra Osborne, Simon Buckingham Shum, Dragan Gasevic

ACM Trans. Comput. Hum. Interact., February, 2024

Chatting with a Learning Analytics Dashboard: The Role of Generative AI Literacy on Learner Interaction with Conventional and Scaffolding Chatbots.

Yueqiao Jin, Kaixun Yang, Lixiang Yan, Vanessa Echeverría, Linxuan Zhao, Riordan Alfredo, Mikaela Elizabeth Milesi, Jie Fan, Xinyu Li, Dragan Gasevic, Roberto Martínez-Maldonado

CoRR, 2024

From Data Stories to Dialogues: A Randomised Controlled Trial of Generative AI Agents and Data Storytelling in Enhancing Data Visualisation Comprehension.

Lixiang Yan, Roberto Martínez-Maldonado, Yueqiao Jin, Vanessa Echeverría, Mikaela Elizabeth Milesi, Jie Fan, Linxuan Zhao, Riordan Alfredo, Xinyu Li, Dragan Gasevic

CoRR, 2024

FATE in MMLA: A Student-Centred Exploration of Fairness, Accountability, Transparency, and Ethics in Multimodal Learning Analytics.

Yueqiao Jin, Vanessa Echeverría, Lixiang Yan, Linxuan Zhao, Riordan Alfredo, Yi-Shan Tsai, Dragan Gasevic, Roberto Martínez Maldonado

CoRR, 2024

Human-centred learning analytics and AI in education: A systematic literature review.

Riordan Alfredo, Vanessa Echeverría, Yueqiao Jin, Lixiang Yan, Zachari Swiecki, Dragan Gasevic, Roberto Martínez Maldonado

Comput. Educ. Artif. Intell., 2024

Epistemic Network Analysis for End-users: Closing the Loop in the Context of Multimodal Analytics for Collaborative Team Learning.

Linxuan Zhao, Vanessa Echeverría, Zachari Swiecki, Lixiang Yan, Riordan Alfredo, Xinyu Li, Dragan Gasevic, Roberto Martínez Maldonado

Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

TeamSlides: a Multimodal Teamwork Analytics Dashboard for Teacher-guided Reflection in a Physical Learning Space.

Vanessa Echeverría, Lixiang Yan, Linxuan Zhao, Sophie Abel, Riordan Alfredo, Samantha Dix, Hollie Jaggard, Rosie Wotherspoon, Abra Osborne, Simon Buckingham Shum, Dragan Gasevic, Roberto Martínez Maldonado

Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

SLADE: A Method for Designing Human-Centred Learning Analytics Systems.

Riordan Alfredo, Vanessa Echeverría, Yueqiao Jin, Zachari Swiecki, Dragan Gasevic, Roberto Martínez Maldonado

Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

"It's Really Enjoyable to See Me Solve the Problem like a Hero": GenAI-enhanced Data Comics as a Learning Analytics Tool.

Mikaela Elizabeth Milesi, Riordan Alfredo, Vanessa Echeverría, Lixiang Yan, Linxuan Zhao, Yi-Shan Tsai, Roberto Martínez Maldonado

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

VizChat: Enhancing Learning Analytics Dashboards with Contextualised Explanations Using Multimodal Generative AI Chatbots.

Lixiang Yan, Linxuan Zhao, Vanessa Echeverría, Yueqiao Jin, Riordan Alfredo, Xinyu Li, Dragan Gasevic, Roberto Martínez Maldonado

Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

2023

METS: Multimodal Learning Analytics of Embodied Teamwork Learning.

Linxuan Zhao, Zachari Swiecki, Dragan Gasevic, Lixiang Yan, Samantha Dix, Hollie Jaggard, Rosie Wotherspoon, Abra Osborne, Xinyu Li, Riordan Alfredo, Roberto Martínez Maldonado

Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023

"That Student Should be a Lion Tamer!" StressViz: Designing a Stress Analytics Dashboard for Teachers.

Riordan Dervin Alfredo, Lanbing Nie, Paul J. Kennedy, Tamara Power, Carolyn Hayes, Hui Chen, Carolyn McGregor, Zachari Swiecki, Dragan Gasevic, Roberto Martínez Maldonado

Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023

Analysing Verbal Communication in Embodied Team Learning Using Multimodal Data and Ordered Network Analysis.

Linxuan Zhao, Yuanru Tan, Dragan Gasevic, David Williamson Shaffer, Lixiang Yan, Riordan Alfredo, Xinyu Li, Roberto Martínez Maldonado

Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023

2022

Modelling Co-located Team Communication from Voice Detection and Positioning Data in Healthcare Simulation.

Linxuan Zhao, Lixiang Yan, Dragan Gasevic, Samantha Dix, Hollie Jaggard, Rosie Wotherspoon, Riordan Alfredo, Xinyu Li, Roberto Martínez Maldonado

Proceedings of the LAK 2022: 12th International Learning Analytics and Knowledge Conference, Online Event, USA, March 21, 2022