4 papers
"What Are You Really Trying to Do?": Co-Creating Life Goals from Everyday Computer Use
Shardul Sapkota, Matthew Jörke, Zane Sabbagh +3
Recent advances in user modeling make it feasible to conduct open-ended inference over a person's everyday computer use. Despite longstanding visions of systems that deeply underst…
Bloom: Designing for LLM-Augmented Behavior Change Interactions
Matthew Jörke, Defne Genç, Valentin Teutschbein +7
Large language models (LLMs) offer novel opportunities to support health behavior change, yet existing work has narrowly focused on text-only interactions. Building on decades of H…
GPTCoach: Towards LLM-Based Physical Activity Coaching
Matthew Jörke, Shardul Sapkota, Lyndsea Warkenthien +4
Mobile health applications show promise for scalable physical activity promotion but are often insufficiently personalized. In contrast, health coaching offers highly personalized…
AddBiomechanics Dataset: Capturing the Physics of Human Motion at Scale
Keenon Werling, Janelle Kaneda, Alan Tan +15
While reconstructing human poses in 3D from inexpensive sensors has advanced significantly in recent years, quantifying the dynamics of human motion, including the muscle-generated…