All Stories

  1. Dissecting the temporal dynamics of embodied collaborative learning using multimodal learning analytics.

    Article • Journal of Educational Psychology, September 2024, American Psychological Association (APA)

    Lixiang Yan

  2. Data Storytelling in Data Visualisation: Does it Enhance the Efficiency and Effectiveness of Information Retrieval and Insights Comprehension?

    Article • May 2024, ACM (Association for Computing Machinery)

    Lixiang Yan

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

    Article • May 2024, ACM (Association for Computing Machinery)

    Mikaela Milesi, Riordan Alfredo, Lixiang Yan

  4. Human-AI Collaboration in Thematic Analysis using ChatGPT: A User Study and Design Recommendations

    Article • May 2024, ACM (Association for Computing Machinery)

    Lixiang Yan

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

    Article • March 2024, ACM (Association for Computing Machinery)

    Riordan Alfredo, XINYU LI, Lixiang Yan

  6. Generative Artificial Intelligence in Learning Analytics: Contextualising Opportunities and Challenges through the Learning Analytics Cycle

    Article • March 2024, ACM (Association for Computing Machinery)

    Lixiang Yan

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

    Article • March 2024, ACM (Association for Computing Machinery)

    Riordan Alfredo, Prof. Simon J. Buckingham Shum, Lixiang Yan

  8. Heterogenous Network Analytics of Small Group Teamwork: Using Multimodal Data to Uncover Individual Behavioral Engagement Strategies

    Article • March 2024, ACM (Association for Computing Machinery)

    Lixiang Yan

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

    Article • ACM Transactions on Computer-Human Interaction, September 2023, ACM (Association for Computing Machinery)

    Riordan Alfredo, Prof. Simon J. Buckingham Shum, Lixiang Yan

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

    Article • March 2023, ACM (Association for Computing Machinery)

    XINYU LI, Lixiang Yan

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

    Article • March 2023, ACM (Association for Computing Machinery)

    XINYU LI, Lixiang Yan

  12. METS: Multimodal Learning Analytics of Embodied Teamwork Learning

    Article • March 2023, ACM (Association for Computing Machinery)

    Riordan Alfredo, Lixiang Yan

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

    Article • March 2022, ACM (Association for Computing Machinery)

    Riordan Alfredo, Lixiang Yan

  14. Scalability, Sustainability, and Ethicality of Multimodal Learning Analytics

    Article • March 2022, ACM (Association for Computing Machinery)

    Lixiang Yan

  15. How do Teachers Use Open Learning Spaces? Mapping from Teachers’ Socio-spatial Data to Spatial Pedagogy

    Article • March 2022, ACM (Association for Computing Machinery)

    Professor JOANNE DEPPELER, Lixiang Yan

  16. Footprints at School: Modelling In-class Social Dynamics from Students’ Physical Positioning Traces

    Article • April 2021, ACM (Association for Computing Machinery)

    Professor JOANNE DEPPELER, Lixiang Yan