Patent ID: 11886318
Assignee: VIGNET INCORPORATED
Field: Computer technology (Electrical engineering)
Classification: CPC G  A | IPC A  G

Claim 8:
9. The method of claim 1, comprising training, by the one or more computers, a machine learning model to output a predicted level of compliance of an individual in using a device or software item to collect data about the individual in response to providing the machine learning model input indicative of one or more attributes of the individual, wherein the machine learning model is trained using training examples that indicate (i) attributes of participants in research studies, (ii) devices or software items used by the participants in the research studies, and (iii) levels of compliance achieved by the other individuals in using the devices or software items to collect data according to the requirements of the research studies;
wherein determining the suitability scores comprises determining the suitability scores using the trained machine learning model.