Patent ID: 11935527
Assignee: GOOGLE LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A method implemented by one or more processors, the method comprising:
generating, for each of a plurality of disparate classes of interactions with an automated assistant, an associated class proficiency measure that is specific to a particular user, wherein generating the associated class proficiency measures comprises:
processing corresponding instances of data for corresponding past assistant interactions, based on the corresponding past assistant interactions being for a corresponding one of the disparate classes of interactions and being initiated by the particular user; selecting, based on the associated class proficiency measures, one or more of the disparate classes of interactions for inclusion in a subset of classes of interactions; assigning, in one or more computer readable media the particular user in association with the selected subset of classes of interactions; subsequent to the assigning:
processing audio data that is detected via one or more microphones of the particular assistant device and that captures a spoken utterance of the particular user; determining, based on the processing, that the spoken utterance is directed to a particular class of interactions; based on the spoken utterance being provided by the particular user and/or being detected via the microphones of the particular client device, determining whether the particular class of interactions is included in the selected subset of classes of interactions; when it is determined that the particular class of interactions is not included in the selected subset of classes of interactions:
prompting the particular user for verification prior to fulfilling the spoken utterance; and fulfilling the spoken utterance only when affirmative user interface input is received responsive to the prompting.