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2020 – today
- 2024
[j4]Linxuan Zhao
, Dragan Gasevic, Zachari Swiecki, Yuheng Li, Jionghao Lin, Lele Sha, Lixiang Yan, Riordan Alfredo, Xinyu Li, Roberto Martínez Maldonado:
Towards automated transcribing and coding of embodied teamwork communication through multimodal learning analytics. Br. J. Educ. Technol. 55(4): 1673-1702 (2024)- [j3]Lixiang Yan, Vanessa Echeverría, Yueqiao Jin, Gloria Fernández-Nieto, Linxuan Zhao, Xinyu Li, Riordan Alfredo, Zachari Swiecki, Dragan Gasevic, Roberto Martínez-Maldonado:
Evidence-based multimodal learning analytics for feedback and reflection in collaborative learning. Br. J. Educ. Technol. 55(5): 1900-1925 (2024) - [j2]Riordan Alfredo, Vanessa Echeverría, Yueqiao Jin, Lixiang Yan, Zachari Swiecki, Dragan Gasevic, Roberto Martínez Maldonado:
Human-centred learning analytics and AI in education: A systematic literature review. Comput. Educ. Artif. Intell. 6: 100215 (2024) - [j1]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:
Lessons Learnt from a Multimodal Learning Analytics Deployment In-the-Wild. ACM Trans. Comput. Hum. Interact. 31(1): 8:1-8:41 (2024) - [c9]Lixiang Yan, Linxuan Zhao, Vanessa Echeverría, Yueqiao Jin, Riordan Alfredo, Xinyu Li, Dragan Gasevic, Roberto Martínez Maldonado:
VizChat: Enhancing Learning Analytics Dashboards with Contextualised Explanations Using Multimodal Generative AI Chatbots. AIED (2) 2024: 180-193 - [c8]Mikaela Elizabeth Milesi, Riordan Alfredo, Vanessa Echeverría, Lixiang Yan, Linxuan Zhao, Yi-Shan Tsai, Roberto Martínez Maldonado:
"It's Really Enjoyable to See Me Solve the Problem like a Hero": GenAI-enhanced Data Comics as a Learning Analytics Tool. CHI Extended Abstracts 2024: 4:1-4:7 - [c7]Riordan Alfredo, Vanessa Echeverría, Yueqiao Jin, Zachari Swiecki, Dragan Gasevic, Roberto Martínez Maldonado:
SLADE: A Method for Designing Human-Centred Learning Analytics Systems. LAK 2024: 24-34 - [c6]Linxuan Zhao, Vanessa Echeverría, Zachari Swiecki, Lixiang Yan, Riordan Alfredo, Xinyu Li, Dragan Gasevic, Roberto Martínez Maldonado:
Epistemic Network Analysis for End-users: Closing the Loop in the Context of Multimodal Analytics for Collaborative Team Learning. LAK 2024: 90-100 - [c5]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:
TeamSlides: a Multimodal Teamwork Analytics Dashboard for Teacher-guided Reflection in a Physical Learning Space. LAK 2024: 112-122 - [i4]Yueqiao Jin, Vanessa Echeverría, Lixiang Yan, Linxuan Zhao, Riordan Alfredo, Yi-Shan Tsai, Dragan Gasevic, Roberto Martínez Maldonado:
FATE in MMLA: A Student-Centred Exploration of Fairness, Accountability, Transparency, and Ethics in Multimodal Learning Analytics. CoRR abs/2402.19071 (2024) - [i3]Lixiang Yan, Roberto Martínez-Maldonado, Yueqiao Jin, Vanessa Echeverría, Mikaela Elizabeth Milesi, Jie Fan, Linxuan Zhao, Riordan Alfredo, Xinyu Li, Dragan Gasevic:
From Data Stories to Dialogues: A Randomised Controlled Trial of Generative AI Agents and Data Storytelling in Enhancing Data Visualisation Comprehension. CoRR abs/2409.11645 (2024) - 2023
- [c4]Linxuan Zhao, Yuanru Tan, Dragan Gasevic, David Williamson Shaffer, Lixiang Yan, Riordan Alfredo, Xinyu Li, Roberto Martínez Maldonado:
Analysing Verbal Communication in Embodied Team Learning Using Multimodal Data and Ordered Network Analysis. AIED 2023: 242-254 - [c3]Riordan Dervin Alfredo, Lanbing Nie, Paul J. Kennedy, Tamara Power, Carolyn Hayes, Hui Chen, Carolyn McGregor, Zachari Swiecki, Dragan Gasevic, Roberto Martínez Maldonado:
"That Student Should be a Lion Tamer!" StressViz: Designing a Stress Analytics Dashboard for Teachers. LAK 2023: 57-67 - [c2]Linxuan Zhao, Zachari Swiecki, Dragan Gasevic, Lixiang Yan, Samantha Dix, Hollie Jaggard, Rosie Wotherspoon, Abra Osborne, Xinyu Li, Riordan Alfredo, Roberto Martínez Maldonado:
METS: Multimodal Learning Analytics of Embodied Teamwork Learning. LAK 2023: 186-196 - [i2]Roberto Martínez Maldonado, Vanessa Echeverría, Gloria Fernández-Nieto, Lixiang Yan, Linxuan Zhao, Riordan Alfredo, Xinyu Li, Samantha Dix, Hollie Jaggard, Rosie Wotherspoon, Abra Osborne, Dragan Gasevic, Simon Buckingham Shum:
Lessons Learnt from a Multimodal Learning Analytics Deployment In-the-wild. CoRR abs/2303.09099 (2023) - [i1]Riordan Alfredo, Vanessa Echeverría, Yueqiao Jin, Lixiang Yan, Zachari Swiecki, Dragan Gasevic, Roberto Martínez Maldonado:
Human-Centred Learning Analytics and AI in Education: a Systematic Literature Review. CoRR abs/2312.12751 (2023) - 2022
- [c1]Linxuan Zhao, Lixiang Yan, Dragan Gasevic, Samantha Dix, Hollie Jaggard, Rosie Wotherspoon, Riordan Alfredo, Xinyu Li, Roberto Martínez Maldonado:
Modelling Co-located Team Communication from Voice Detection and Positioning Data in Healthcare Simulation. LAK 2022: 370-380
Coauthor Index
aka: Roberto Martínez Maldonado
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