Xinyu Li

According to our database, Xinyu Li authored at least 19 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• 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

Practical and ethical challenges of large language models in education: A systematic scoping review.

Lixiang Yan, Lele Sha, Linxuan Zhao, Yuheng Li, Roberto Martínez Maldonado, Guanliang Chen, Xinyu Li, Yueqiao Jin, Dragan Gasevic

Br. J. Educ. Technol., January, 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

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

Measuring Affective and Motivational States as Conditions for Cognitive and Metacognitive Processing in Self-Regulated Learning.

Mladen Rakovic, Yuheng Li, Navid Mohammadi Foumani, Mahsa Salehi, Levin Kuhlmann, Geoffrey Mackellar, Roberto Martínez Maldonado, Gholamreza Haffari, Zachari Swiecki, Xinyu Li, Guanliang Chen, Dragan Gasevic

Proceedings of the 14th Learning Analytics and Knowledge Conference, 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

The role of indoor positioning analytics in assessment of simulation-based learning.

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

Br. J. Educ. Technol., January, 2023

Socio-spatial Learning Analytics in Co-located Collaborative Learning Spaces:: A Systematic Literature Review.

Lixiang Yan, Linxuan Zhao, Dragan Gasevic, Xinyu Li, Roberto Martínez Maldonado

J. Learn. Anal., 2023

Practical and Ethical Challenges of Large Language Models in Education: A Systematic Literature Review.

Lixiang Yan, Lele Sha, Linxuan Zhao, Yuheng Li, Roberto Martínez Maldonado, Guanliang Chen, Xinyu Li, Yueqiao Jin, Dragan Gasevic

CoRR, 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

SeNA: Modelling Socio-spatial Analytics on Homophily by Integrating Social and Epistemic Network Analysis.

Lixiang Yan, Roberto Martínez Maldonado, Linxuan Zhao, Xinyu Li, Dragan Gasevic

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

CVPE: A Computer Vision Approach for Scalable and Privacy-Preserving Socio-spatial, Multimodal Learning Analytics.

Xinyu Li, Lixiang Yan, Linxuan Zhao, Roberto Martínez Maldonado, Dragan Gasevic

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

Characterising Individual-Level Collaborative Learning Behaviours Using Ordered Network Analysis and Wearable Sensors.

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

Proceedings of the Advances in Quantitative Ethnography - 5th International 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

Physiological Synchrony and Arousal as Indicators of Stress and Learning Performance in Embodied Collaborative Learning.

Lixiang Yan, Roberto Martínez Maldonado, Linxuan Zhao, Xinyu Li, Dragan Gasevic

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

2022

Do Deep Neural Nets Display Human-like Attention in Short Answer Scoring?

Zijie Zeng, Xinyu Li, Dragan Gasevic, Guanliang Chen

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 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