Patent ID: 11860677
Assignee: LP MEDICAL LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 17:
18. The method of claim 17, wherein the weights associated with each probability distribution is determined based on training a machine learning model that utilizes one or more of:
the data samples generated by the application, the contextual factors associated with the user of the application at the time of making a determination, the contextual factors including at least one of a time of day, a day of week, a weather condition, the user's location, the user's activity, the user's mood, and the user's physiological condition in accordance with at least one of a heart-rate measurement, a body temperature measurement, a blood pressure measurement, and a pulse measurement, and the user's media preferences, wherein the user's media preferences comprises one or more affinity measures associated with a particular media file or a particular classification of the media file, wherein the affinity measurement is in accordance with one of a binary and a continuous scoring method.