公开(公告)号：US12039567B2

公开(公告)日：2024-07-16

申请号：US18160719

申请日：2023-01-27

Applicant: ByteDance Inc.

Inventor： Riva Ashley Vanderveld ,  Angela Han ,  Rajesh Girish Parekh

IPC: G06Q30/0251 ,  G06N20/00

CPC classification number: G06Q30/0255 ,  G06N20/00

Abstract: Embodiments provide methods, systems, apparatuses, and computer program products for predicting behavior. An example method includes determining a classification for a first consumer, where the classification is based on a measure of frequency of purchases by the first consumer; identifying one or more first attributes for the first consumer based on the determined classification, the one or more attributes being attributes selected for predicting the respective one or more metric associated with the first consumer; and determining, based on values for the one or more first attributes, a first prediction value that indicates a programmatically expected number of purchases by the first consumer.

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.