公开(公告)号：US20200380003A1

公开(公告)日：2020-12-03

申请号：US16835075

申请日：2020-03-30

Applicant: Apple Inc.

Inventor： Saeed Abbasi Moghaddam ,  Joao Pedro Lacerda ,  Joseph E. Meyer ,  Chiraag Sumanth

IPC: G06F16/2457 ,  G06F16/248 ,  G06F3/0482 ,  G06F3/0481 ,  H04M1/725

Abstract: Systems and methods can suggest applications and/or recipients for a user of a computing device to perform communication. The suggestions can be provided on a user interface for a user to select. A suggestion engine can use historical user interactions that include a recipient, a communication application used to communicate with the recipient, and contextual data to determine which application and/or recipients to suggest. The user interactions may occur in a variety of ways, e.g., after a content object has been selected within a host application, where a communication application is selected thereafter. Multiple models may be used to provide the suggestions, such as a pattern model or a cluster model that uses recent user interactions. As another example, a heuristics model may also be used.

公开(公告)号：US11507863B2

公开(公告)日：2022-11-22

申请号：US16880408

申请日：2020-05-21

Applicant: Apple Inc.

Inventor： Chiraag Sumanth ,  Gokcen Cilingir ,  Joao Pedro Lacerda

IPC: G06N5/04 ,  G06N20/00 ,  G06F16/2457

Abstract: Systems and methods can suggest applications for use by a user of a computing device. The suggestions can be provided on a user interface for the user to select. A suggestion engine can use historical user interactions and contextual data to derive features for a machine learning mode. The machine learning model can determine which application to suggest according to the current context. Multiple models, such as a pattern model and a heuristics model, may be user to generate features for the machine learning model based in user interactions.

公开(公告)号：US20210365806A1

公开(公告)日：2021-11-25

申请号：US16880408

申请日：2020-05-21

Applicant: Apple Inc.

Inventor： Chiraag Sumanth ,  Gokcen Cilingir ,  Joao Pedro Lacerda

IPC: G06N5/04 ,  G06F16/2457 ,  G06N20/00

Abstract: Systems and methods can suggest applications for use by a user of a computing device. The suggestions can be provided on a user interface for the user to select. A suggestion engine can use historical user interactions and contextual data to derive features for a machine learning mode. The machine learning model can determine which application to suggest according to the current context. Multiple models, such as a pattern model and a heuristics model, may be user to generate features for the machine learning model based in user interactions.

公开(公告)号：US11792242B2

公开(公告)日：2023-10-17

申请号：US16573930

申请日：2019-09-17

Applicant: Apple Inc.

Inventor： Marc J. Krochmal ,  John J. Iarocci ,  Joseph E. Meyer ,  Chiraag Sumanth ,  Joao Pedro Lacerda ,  Jacob Klapper

IPC: G06F15/16 ,  G06F9/54 ,  H04L29/06 ,  H04L65/402 ,  H04L67/104 ,  H04L67/141 ,  H04L67/75 ,  H04L67/131 ,  H04L67/561

CPC classification number: H04L65/4025 ,  H04L67/104 ,  H04L67/131 ,  H04L67/141 ,  H04L67/561 ,  H04L67/75

Abstract: Content objects may be selected for sharing and shared across devices using a sharing routine and suggestion engine to provide suggestions of target applications to share the content objects and recipients with whom the content objects may be shared. A sharing routine may receive and analyze a sharing request and invoke a suggestion engine configured to generate application suggestions and/or recipient suggestions. The sharing routine may receive sets of application suggestions and/or recipient suggestions from a suggestion engine, modify and/or select subsets of the suggestions to be provided to user via a sharing user interface. In response to a user selection of applications and/or recipient via the user interface, the sharing routine may invoke the selected application for sharing, and provide the content object to the selected application.

公开(公告)号：US11556546B2

公开(公告)日：2023-01-17

申请号：US16835075

申请日：2020-03-30

Applicant: Apple Inc.

Inventor： Saeed Abbasi Moghaddam ,  Joao Pedro Lacerda ,  Joseph E. Meyer ,  Chiraag Sumanth

IPC: G06F16/2457 ,  G06F3/04817 ,  G06F3/0482 ,  H04M1/72454 ,  H04M1/72472 ,  G06F16/248

Abstract: Systems and methods can suggest applications and/or recipients for a user of a computing device to perform communication. The suggestions can be provided on a user interface for a user to select. A suggestion engine can use historical user interactions that include a recipient, a communication application used to communicate with the recipient, and contextual data to determine which application and/or recipients to suggest. The user interactions may occur in a variety of ways, e.g., after a content object has been selected within a host application, where a communication application is selected thereafter. Multiple models may be used to provide the suggestions, such as a pattern model or a cluster model that uses recent user interactions. As another example, a heuristics model may also be used.

公开(公告)号：US20200382568A1

公开(公告)日：2020-12-03

申请号：US16573930

申请日：2019-09-17

Applicant: Apple Inc.

Inventor： Marc J. Krochmal ,  John J. Iarocci ,  Joseph E. Meyer ,  Chiraag Sumanth ,  Joao Pedro Lacerda ,  Jacob Klapper

IPC: H04L29/06 ,  H04L29/08

Abstract: Content objects may be selected for sharing and shared across devices using a sharing routine and suggestion engine to provide suggestions of target applications to share the content objects and recipients with whom the content objects may be shared. A sharing routine may receive and analyze a sharing request and invoke a suggestion engine configured to generate application suggestions and/or recipient suggestions. The sharing routine may receive sets of application suggestions and/or recipient suggestions from a suggestion engine, modify and/or select subsets of the suggestions to be provided to user via a sharing user interface. In response to a user selection of applications and/or recipient via the user interface, the sharing routine may invoke the selected application for sharing, and provide the content object to the selected application.