INTELLIGENT PROACTIVE CONTENT SERVICE DELIVERY
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United States of America
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Issued Date -
Dec 19, 2024
app pub date -
Jun 15, 2023
filing date -
Jun 15, 2023
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Abstract
Aspects of the disclosure include methods and systems for proactive content service delivery. An exemplary method can include determining a delivery interval for a content update by defining delivery interval dimensions, each of a unique combination of time and user cohorts, determining a time cohort and a user cohort for the user, and selecting a predetermined delivery interval of the delivery interval dimension matching the time cohort and the user cohort of the user as the delivery interval. The method further includes determining a delivery content by training a classification model to predict whether content will result in an impression, inputting, into the classification model, the content update, receiving an impression score for the content update, and selecting one of a full update and a partial update as the delivery content from the impression score. The content update can be pushed to a client device according to the delivery interval.
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