公开(公告)号：US12198159B2

公开(公告)日：2025-01-14

申请号：US17931471

申请日：2022-09-12

Applicant: Bytedance Inc.

Inventor： Raju Balakrishnan ,  Rajesh Girish Parekh

IPC: G06Q30/0202 ,  G06Q30/0242

Abstract: Systems, apparatus, methods, and computer program products are provided for optimized and effective leading messages, which may be an email subject that may provoke a consumer to access the body portion of an email message. A system may include circuitry configured to programmatically determine a predicted access rate for a leading message when the leading message is provided as a portion of a promotional message. Circuitry may be configured to track historical data indicating the access rates of leading messages and/or leading message terms. The circuitry may be configured to leverage the historical data to determine predicted access rates for leading messages, such as based at least in part on historical access rates associated with one or more leading message terms of the leading message.

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.