Patent ID: 11902622
Assignee: COMCAST CABLE COMMUNICATIONS, LLC
Field: Audio-visual technology (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 14:
15. A method comprising:
determining, by a trained machine learning model, based on:
a plurality of demographic attributes associated with at least two users at a user location, and
content metadata associated with a content item being presented at the user location, wherein the content metadata comprises a plurality of content attributes,
an initial viewing probability score for each of the at least two users, wherein the trained machine learning model is trained based on a distribution of probability scores associated with the plurality of demographic attributes and the plurality of content attributes;

receiving a plurality of network data associated with the at least two users and the user location;
adjusting, based on the plurality of network data, the initial viewing probability score for each of the at least two users;
receiving, by a computing device, validation data associated with the at least two users and the user location; and
retraining the trained machine learning model based on the adjusted initial viewing probability score and the validation data.