Patent №
US 11,436,549
Granted
2022-09-06
Filed 2018
Owner
CLEARCARE, INC.
Lab
—
AI components
2
ml · planning
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16102559
A system collects information associated with the work performance and work satisfaction of caregiver's who provide in-home care services to seniors. A machine learning system is trained to predict caregiver attrition and generate a user interface display indicative of a risk an individual caregiver will attrit. The system may also be used to determine action steps to reduce the risk of attrition of a caregiver.
Machine learningPlanningG06Q 10/06398G06F 16/9535G06N 20/00G06N 20/20G06Q 10/0635G16H 40/20G16H 50/30H04L 67/535+1 more
AI classification
Planning1.00
Machine learning0.98
Knowledge representation0.41
Natural language0.21
Evolutionary computation0.09
Speech0.02
AI hardware0.00
Vision0.00
Ownership
CLEARCARE, INC.
assignment · 479560667
Assignors
HULL, JONATHAN J., NUDD, GEOFFREY
On an employer assignment, the assignors are typically the inventors.
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