Past Webinar – Data Mining a Human Digital Twin, Diane J. Cook
https://www.youtube.com/watch?v=DPkrI7U3QMI Abstract: In this webinar, Dr. Diane Cook (Washington State University) introduces the concept of digital twins as a powerful framework for modeling the health, behavior, and environmental context of older adults in real time. Drawing from years of research in smart homes and pervasive computing, Dr. Cook explains how sensor-based monitoring can be used to build personalized digital representation, i.e. “twins" of individuals, enabling proactive support for aging in place. This talk outlines the components and lifecycle of a digital twin, including data streams from ambient sensors, activity recognition, anomaly detection, and health trajectory modeling. Dr. Cook highlights applications in detecting changes in daily routines, predicting health risks, and informing interventions before crises occur. She shares findings from longitudinal studies, discusses the potential for integrating AI with environmental and behavioral data, and emphasizes the…