Patent ID: 11949946
Assignee: GOOGLE LLC
Field: Audio-visual technology (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 15:
16. The method of claim 13, comprising:
establishing, by the data processing system, using training data, a prediction model to estimate numbers of client devices from which predefined interaction events for one of the plurality of content items are expected to be detected subsequent to playback of audio recordings inserted with one of the plurality of audio content items;
applying, by the data processing system, the prediction model to the audio recording with the content spot specified by the content spot marker to determine a content spot parameter corresponding to an expected number of client devices on which an interaction event is detected that matches a predefined interaction for each of the plurality of audio content items inserted into the audio recording at the content spot; and
selecting, by the data processing system, the audio content item of the content provider from the plurality of audio content items based on the content spot parameter for the content spot and a content submission parameter for each of the plurality of audio content items.