Patent ID: 11948562
Assignee: AMAZON TECHNOLOGIES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 3:
4. The computer-implemented method of claim 1, further comprising:
processing, using user profile data corresponding to the user profile, first previous user inputs associated with the intent to operate the first user device;
processing, using the user profile data, first state data corresponding to a second user device, the first state data indicating a first past status of the second user device during a first time period;
processing, using the user profile data, second state data corresponding to the second user device, the second state data indicating a second past status of the second user device during a second time period;
determining a trained model representing an interaction pattern of when previous user inputs are received; and
processing the input data using the trained model to determine a likelihood of receiving the predicted user input at the future predicted time.