MAI - A Proactive Speech Agent for Metacognitive Mediation in Collaborative Learning. - Justin Edwards; Andy Nguyen; Marta Sobocinski; Joni Lämsä; Adelson de Araujo; Belle Dang; Ridwan Whitehead; Anni-Sofia Roberts; Matti Kaarlela; Sanna Järvelä (CUI, 2024)

Generative Multimodal Analysis (GMA) for Learning Process Data Analytics. - Ridwan Whitehead; Andy Nguyen; Sanna Järvelä (LAK Workshops, 2024)

Exploring the role of gaze behaviour in socially shared regulation of collaborative learning in a group task. - Ridwan Whitehead; Andy Nguyen; Sanna Järvelä (J. Comput. Assist. Learn., 2024)

Examining the Interplay of Gaze and Verbal Interactions in Socially Shared Regulation of Learning: A Transmodal Analysis (TMA) Study. - Andy Nguyen; Yeyu Wang; Ridwan Whitehead; Muhammad Ashiq; Sanna Järvelä; David Williamson Shaffer (J. Learn. Anal., 2025)

Utilizing Multimodal Large Language Models for Video Analysis of Posture in Studying Collaborative Learning: A Case Study. - Ridwan Whitehead; Andy Nguyen; Sanna Järvelä (J. Learn. Anal., 2025)

Human-AI collaboration: Designing artificial agents to facilitate socially shared regulation among learners. - Justin Edwards; Andy Nguyen; Joni Lämsä; Marta Sobocinski; Ridwan Whitehead; Belle Dang; Anni-Sofia Roberts; Sanna Järvelä (Br. J. Educ. Technol., 2025)