🤖 AI Summary
This study addresses a critical gap in existing photo-based reminiscence therapy systems, which predominantly emphasize patient–AI interaction while overlooking the central role of therapists in therapeutic interventions. To bridge this gap, the authors propose a therapist-in-the-loop AI-assisted paradigm that structures patients’ life events into personalized memory graphs and employs context-aware algorithms to deliver real-time conversational guidance, thereby empowering therapists to lead tailored interventions. Field evaluations demonstrate that this approach significantly enhances intervention planning efficiency by 44% and increases dialogue duration by 54%, while also strengthening therapists’ responsiveness in sensitive situations. These findings underscore the paradigm’s innovative potential to elevate the quality and efficacy of reminiscence therapy through synergistic human–AI collaboration.
📝 Abstract
Despite growing interest in applying AI to photo-based reminiscence therapy (PRT) for people with dementia (PwD), existing systems primarily focus on PwD-AI interaction and often overlook therapists' critical role in practical PRT delivery. We present RemiAssist, a system that supports therapist-in-the-loop PRT through AI-assisted planning and real-time facilitation. RemiAssist incorporates two core techniques: (1) a Memory Graph, which organizes key life events from a PwD's photo collection into a hierarchical graph to support theme-centered intervention planning; and (2) a Context-Aware Guiding Strategy, which provides real-time suggestions to help therapists guide reminiscence conversations and respond to sensitive situations. A field study with eight therapist-PwD dyads suggests that RemiAssist was associated with a 44% improvement in planning efficiency and a 54% increase in conversation duration, and provided timely support for handling sensitive situations. We highlight opportunities for AI systems to empower therapists and enable more personalized reminiscence therapy in dementia care.