公开(公告)号：US20240323156A1

公开(公告)日：2024-09-26

申请号：US18680804

申请日：2024-05-31

Applicant: Adobe Inc.

Inventor： Lijun Yu ,  Wuyang Dai ,  Jun He ,  Hsiang-Yu Yang ,  Zhenyu Yan

IPC: H04L51/222 ,  G06F18/10 ,  G06F18/21 ,  G06F18/214 ,  G06F18/2413 ,  G06N20/00

CPC classification number: H04L51/222 ,  G06F18/10 ,  G06F18/214 ,  G06F18/217 ,  G06F18/24147 ,  G06N20/00

Abstract: Methods and systems are provided for facilitating time zone prediction using electronic communication data. Electronic message data associated with a message recipient of electronic communications is obtained. The electronic message data includes message delivery data associated with an electronic message and message response data associated with a response, by the message recipient, to a received electronic message. Using a machine learning model and based on the message delivery data and the message response data, a time-zone score is determined for a time zone. Such a time-zone score can indicate a probability the time zone corresponds with the message recipient. Based on the time-zone score, the time zone is identified as corresponding with the message recipient.

公开(公告)号：US20230129808A1

公开(公告)日：2023-04-27

申请号：US17509885

申请日：2021-10-25

Applicant: ADOBE INC.

Inventor： Lijun Yu ,  Wuyang Dai ,  Jun He ,  Hsiang-Yu Yang ,  Zhenyu Yan

IPC: H04L12/58 ,  G06K9/62 ,  G06N20/00

Abstract: Methods and systems are provided for facilitating time zone prediction using electronic communication data. Electronic message data associated with a message recipient of electronic communications is obtained. The electronic message data includes message delivery data associated with an electronic message and message response data associated with a response, by the message recipient, to a received electronic message. Using a machine learning model and based on the message delivery data and the message response data, a time-zone score is determined for a time zone. Such a time-zone score can indicate a probability the time zone corresponds with the message recipient. Based on the time-zone score, the time zone is identified as corresponding with the message recipient.

公开(公告)号：US20230005023A1

公开(公告)日：2023-01-05

申请号：US17366910

申请日：2021-07-02

Applicant: ADOBE INC.

Inventor： Lei Zhang ,  Lijun Yu ,  Jun He ,  Zhenyu Yan ,  Wuyang Dai

IPC: G06Q30/02

Abstract: Methods and systems are provided for improved electronic communication campaign technologies, which can automatically balance objectives or goals of an electronic communication campaign against an overall opt-out rate for the electronic communication campaign. An electronic communications frequency optimizer can generate individual contact frequencies for individual email recipients. Embodiments can avoid unnecessary or counterproductive communications while achieving overall campaign goals, and can use processes to improve the efficiency of systems. In some cases, embodiments cluster communication recipients into different groups based on their past actions, then optimizes the communication contact frequency on different groups, to avoid performing optimization directly on millions of recipients. Some embodiments automatically self-update, for example with recipients' recent responses, to generate and/or implement campaign communication schedules on an individual level.

公开(公告)号：US12229804B2

公开(公告)日：2025-02-18

申请号：US17366910

申请日：2021-07-02

Applicant: ADOBE INC.

Inventor： Lei Zhang ,  Lijun Yu ,  Jun He ,  Zhenyu Yan ,  Wuyang Dai

IPC: G06Q30/02 ,  G06Q30/0272

Abstract: Methods and systems are provided for improved electronic communication campaign technologies, which can automatically balance objectives or goals of an electronic communication campaign against an overall opt-out rate for the electronic communication campaign. An electronic communications frequency optimizer can generate individual contact frequencies for individual email recipients. Embodiments can avoid unnecessary or counterproductive communications while achieving overall campaign goals, and can use processes to improve the efficiency of systems. In some cases, embodiments cluster communication recipients into different groups based on their past actions, then optimizes the communication contact frequency on different groups, to avoid performing optimization directly on millions of recipients. Some embodiments automatically self-update, for example with recipients' recent responses, to generate and/or implement campaign communication schedules on an individual level.

公开(公告)号：US12021812B2

公开(公告)日：2024-06-25

申请号：US17509885

申请日：2021-10-25

Applicant: ADOBE INC.

Inventor： Lijun Yu ,  Wuyang Dai ,  Jun He ,  Hsiang-Yu Yang ,  Zhenyu Yan

IPC: G06F15/16 ,  G06F18/10 ,  G06F18/21 ,  G06F18/214 ,  G06F18/2413 ,  G06N20/00 ,  H04L51/222

CPC classification number: H04L51/222 ,  G06F18/10 ,  G06F18/214 ,  G06F18/217 ,  G06F18/24147 ,  G06N20/00

Abstract: Methods and systems are provided for facilitating time zone prediction using electronic communication data. Electronic message data associated with a message recipient of electronic communications is obtained. The electronic message data includes message delivery data associated with an electronic message and message response data associated with a response, by the message recipient, to a received electronic message. Using a machine learning model and based on the message delivery data and the message response data, a time-zone score is determined for a time zone. Such a time-zone score can indicate a probability the time zone corresponds with the message recipient. Based on the time-zone score, the time zone is identified as corresponding with the message recipient.