5 papers
Sources of Inequity and Fairness Risks in Wellbeing Sensing
Han Zhang, Vedant Das Swain, Koustuv Saha +2
Passive sensing for wellbeing uses smartphones and wearables to continuously collect human behavioral data and applies ML/AI models to infer psychological states and behaviors (e.g…
A Taxonomy of Mental Health and Technology Needs for Alzheimer's and Dementia Caregivers
Keran Wang, Drishti Goel, Jiayue Melissa Shi +5
Family members caring for individuals with Alzheimer's disease and related dementias (AD/ADRD) provide the foundation of long-term care worldwide. In 2023, more than 11 million U.S…
Linguistic Comparison of AI- and Human-Written Responses to Online Mental Health Queries
Koustuv Saha, Yoshee Jain, Violeta J. Rodriguez +1
The ubiquity and widespread use of digital and online technologies have transformed mental health support, with online mental health communities (OMHCs) providing safe spaces for p…
A Survey of Passive Sensing for Workplace Wellbeing and Productivity
Subigya K. Nepal, Gonzalo J. Martinez, Arvind Pillai +9
The modern workplace is undergoing a radical transformation, driven by technological advances that blur the boundaries between human capability and digital augmentation. At the for…
Communication Styles and Reader Preferences of LLM and Human Experts in Explaining Health Information
Jiawei Zhou, Kritika Venkatachalam, Minje Choi +2
With the wide adoption of large language models (LLMs) in information assistance, it is essential to examine their alignment with human communication styles and values. We situate…