公开(公告)号：US12153632B2

公开(公告)日：2024-11-26

申请号：US17668075

申请日：2022-02-09

Applicant: Bytedance Inc.

Inventor： Raju Balakrishnan ,  Abhaya Parthy ,  Sunil Ramnik Raiyani ,  Emma Sawin ,  Changjian Zou

IPC: G06F16/90 ,  G06F16/903 ,  G06N5/04 ,  G06N20/00 ,  H04L9/40 ,  H04L67/01 ,  H04L67/306 ,  H04L69/329

Abstract: The present disclosure relates to inferring device rendered object interaction behavior. An apparatus is configured to receive historical device rendered object interaction data associated with a client device. The historical device rendered object interaction data includes a plurality of records. Each record is associated with a device rendered object category. For each record, the device rendered object category is extracted. For each device rendered object category, a penalty value is generated. The penalty value is a programmatically generated predicted network time delay during which device rendered objects associated with the device rendered object category are not to be transmitted to the client device. A penalty decision, used to determine whether to apply the penalty value to future transmissions of device rendered objects to the client device, is generated.