An Adaptive Agent-Based Interface for Personalized Health Interventions (bibtex)
by Mozgai, Sharon, Hartholt, Arno and Rizzo, Albert "Skip"
Abstract:
This demo introduces a novel mHealth application with an agentbased interface designed to collect multimodal data with passive sensors native to popular wearables (e.g., Apple Watch, FitBit, and Garmin) as well as through user self-report. This mHealth application delivers personalized and adaptive multimedia content via smartphone application specifically tailored to the user in the interdependent domains of physical, cognitive, and emotional health via novel adaptive logic-based algorithms while employing behavior change techniques (e.g., goal-setting, barrier identification, etc.). A virtual human coach leads all interactions to improve adherence.
Reference:
An Adaptive Agent-Based Interface for Personalized Health Interventions (Mozgai, Sharon, Hartholt, Arno and Rizzo, Albert "Skip"), In Proceedings of the 25th International Conference on Intelligent User Interfaces Companion, ACM, 2020.
Bibtex Entry:
@inproceedings{mozgai_adaptive_2020,
	address = {Cagliari Italy},
	title = {An {Adaptive} {Agent}-{Based} {Interface} for {Personalized} {Health} {Interventions}},
	isbn = {978-1-4503-7513-9},
	url = {https://dl.acm.org/doi/10.1145/3379336.3381467},
	doi = {10.1145/3379336.3381467},
	abstract = {This demo introduces a novel mHealth application with an agentbased interface designed to collect multimodal data with passive sensors native to popular wearables (e.g., Apple Watch, FitBit, and Garmin) as well as through user self-report. This mHealth application delivers personalized and adaptive multimedia content via smartphone application specifically tailored to the user in the interdependent domains of physical, cognitive, and emotional health via novel adaptive logic-based algorithms while employing behavior change techniques (e.g., goal-setting, barrier identification, etc.). A virtual human coach leads all interactions to improve adherence.},
	booktitle = {Proceedings of the 25th {International} {Conference} on {Intelligent} {User} {Interfaces} {Companion}},
	publisher = {ACM},
	author = {Mozgai, Sharon and Hartholt, Arno and Rizzo, Albert "Skip"},
	month = mar,
	year = {2020},
	keywords = {MedVR, UARC, Virtual Humans},
	pages = {118--119}
}
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