The designed Wear4PDmoveOnto aims to semantically integrate heterogeneous data such as dynamic/stream data (collected from wearables) and static/historic data (stored in health databases), in order to represent personal health knowledge in the form of a KG, supporting health apps’ reasoning capabilities for high-level events recognition (e.g., ‘missing dose’ or ‘patient fall’ event).
Wear4PDmoveOnto
human (patient) performs an action (ADL)
Check if observation is taken 30 min after the last dosage of dosage plan
PDpatient Missing Dose Event Observation
An activity followed by the patient during his free time, using his hands (sketching).
Sketching Activity
An off-the-shelf smart watch with sensors able to measure movement
Smart Watch
An activity followed by the patient during his free time, using his hands (walking).
Walking Activity
A specific PD patient observed during a specific observation.
PDpatient-001
Recording PD patient movement from wearables
Patient Movement
Samsung Galaxy Watch 46MM-SM-R800
Wearable Acceleration for PD movement