3 papers
cs.HC2026
Listening before Asking: Lived-Experience Advisors as Methodological Partners in Dementia Caregiving Studies
Joy Lai, Kelly Beaton, David Black +1
Research with dementia caregivers poses persistent methodological and ethical challenges, particularly when interview-based studies are designed without sufficient grounding in liv…
cs.AI2025
PersonaDrift: A Benchmark for Temporal Anomaly Detection in Language-Based Dementia Monitoring
Joy Lai, Alex Mihailidis
People living with dementia (PLwD) often show gradual shifts in how they communicate, becoming less expressive, more repetitive, or drifting off-topic in subtle ways. While caregiv…
cs.HC2025
From Checking to Sensemaking: A Caregiver-in-the-Loop Framework for AI-Assisted Task Verification in Dementia Care
Joy Lai, Kelly Beaton, David Black +2
Informal caregivers play a central role in enabling people living with dementia (PLwD) to remain at home, yet they face persistent challenges verifying whether daily tasks have bee…