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ADAPTIVE GENERATION OF PERSONALIZED SCHEDULE FOR DELIVERY OF MESSAGES TO USERS USING MACHINE LEARNING MODELS

发明专利审中
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24权利要求 · 2 独立
§ Ⅰ

卷宗概要

发明人

William MORSE; Gunther HAVEL; Sudheer GUTTIKONDA; Chenxin TAN

IPC 分类

G16H 80/H4L 51/4

CPC 分类

G16H80/H4L51/4

Aspects of the present disclosure are directed to systems and methods of dynamically generating individualized or personalized times for providing messages over networked environments. The computing system may obtain, for a user device, an event dataset identifying a plurality of interaction times corresponding to a plurality of interactions over an instant time window by a user with an application on the user device to address a condition of the user. The computing system may apply the event dataset to a machine learning (ML) model. The computing system may generate based on applying the event dataset to the ML model, a defined time at which a message is to be provided to the user device during a subsequent time window. The computing system may provide for presentation on the user device to address the condition of the user, the message in accordance with the defined time.

原文(中文)

Aspects of the present disclosure are directed to systems and methods of dynamically generating individualized or personalized times for providing messages over networked environments. The computing system may obtain, for a user device, an event dataset identifying a plurality of interaction times corresponding to a plurality of interactions over an instant time window by a user with an application on the user device to address a condition of the user. The computing system may apply the event dataset to a machine learning (ML) model. The computing system may generate based on applying the event dataset to the ML model, a defined time at which a message is to be provided to the user device during a subsequent time window. The computing system may provide for presentation on the user device to address the condition of the user, the message in accordance with the defined time.