Mastering Mind and Movement. ACM UMAP 2024 Tutorial on Modeling Intelligent Psychomotor Systems (M3@ACM UMAP 2024)

The objective of this tutorial is to provide the researchers of the UMAP community with methodologies, tools and techniques to model complex psychomotor behaviours that can later personalize learning support in realms like sports, physical education or for rehabilitation purposes, providing insights into data gathering from activities that involve human movement. Research in the psychomotor field to provide personalization support to users poses several research challenges. In this tutorial we will focus on how to model psychomotor learning by exploring the fusion of computational analysis of the learning process and wearable / video analysis. Participants will engage in hands-on activities, recording specific movements and learning how to capture human body keypoints. Throughout the training, various tools are introduced, allowing participants to explore options that align with their specific needs and expertise. This tutorial aims to contribute to the thriving initiatives within the UMAP community, fostering the modeling of physical activities.