公开(公告)号：US11681604B1

公开(公告)日：2023-06-20

申请号：US17323716

申请日：2021-05-18

Applicant: Google LLC

Inventor： Erwin Can Sar ,  Timothy Youngjin Sohn ,  Andrew Tomkins

IPC: G06F11/34

CPC classification number: G06F11/3476

Abstract: Methods and apparatus related to determining one or more user habits for a user. A group of one or more past user activity occurrences of a user may be determined based on similarity between the past user activity occurrences of the group. A user habit may be determined based on the past user activity occurrences of the group.

公开(公告)号：US11556231B1

公开(公告)日：2023-01-17

申请号：US17062248

申请日：2020-10-02

Applicant: Google LLC

Inventor： Erwin Can Sar ,  Timothy Youngjin Sohn ,  Andrew Tomkins ,  Vijay Umapathy

IPC: G06F3/048 ,  G06F3/0482 ,  G06F3/04842 ,  G06F16/957 ,  G06F3/0481 ,  G06F3/01 ,  G06F9/48

Abstract: Methods and apparatus related to determining a ranking of class members of a task component class. A task component class identifier may be identified, the task component class identifier having a plurality of associated class members. One or more task completion indicators having the identified at least one task component class identifier may be determined. Each of the task completion indicators may indicate which of the associated class members was utilized to complete a task. One or more of the associated class members for the task component class identifier may be ranked. The ranking may be based on frequency of occurrence of the given associated class member in the task completion indicators.

公开(公告)号：US12050627B2

公开(公告)日：2024-07-30

申请号：US18100471

申请日：2023-01-23

Applicant: GOOGLE LLC

Inventor： Fergus Gerard Hurley ,  Robin Dua ,  Sangsoo Sung ,  Andrew Tomkins

IPC: G06F16/20 ,  G06F16/28 ,  G06Q10/109

CPC classification number: G06F16/285 ,  G06Q10/109

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for list accumulation and reminder triggering. In one aspect, a method includes receiving, at a data processing apparatus, a first input comprising a plurality of terms; determining, by the data processing apparatus, that one or more of the terms in the first input specify an item that belongs to a reminder category, the reminder category being associated with a collection of items that belong to the category and for which reminders may be generated; and in response to the determination, storing data that associates a reminder type with the item specified by the one or more terms.

公开(公告)号：US11876760B2

公开(公告)日：2024-01-16

申请号：US17882238

申请日：2022-08-05

Applicant: GOOGLE LLC

Inventor： Andrew Tomkins ,  Shanmugasundaram Ravikumar ,  Shalini Agarwal ,  MyLinh Yang ,  Bo Pang ,  Mark Yinan Li

IPC: H04L51/04 ,  H04L51/00 ,  H04L51/02 ,  H04L51/52 ,  H04L51/216 ,  G06F16/28 ,  H04L67/306 ,  H04L51/48

CPC classification number: H04L51/04 ,  G06F16/288 ,  H04L51/00 ,  H04L51/02 ,  H04L51/216 ,  H04L51/52 ,  H04L67/306 ,  H04L51/48

Abstract: Methods and apparatus related to identifying one or more messages sent by a user, identifying two or more contacts that are associated with one or more of the messages, determining a strength of relationship score between identified contacts, and utilizing the strength of relationship scores to provide additional information related to the contacts. A strength of relationship score between a contact and one or more other contacts may be determined based on one or more properties of one or more of the messages. In some implementations, contacts groups may be determined based on the strength of relationship scores. In some implementations, contacts groups may be utilized to disambiguate references to contacts in messages. In some implementations, contacts group may be utilized to provide suggestions to the user of additional contacts of a contacts group that includes the indicated recipient contact of a message.

公开(公告)号：US20230237074A1

公开(公告)日：2023-07-27

申请号：US18100471

申请日：2023-01-23

Applicant: GOOGLE LLC

Inventor： Fergus Gerard Hurley ,  Robin Dua ,  Sangsoo Sung ,  Andrew Tomkins

IPC: G06F16/28 ,  G06Q10/109

CPC classification number: G06F16/285 ,  G06Q10/109

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for list accumulation and reminder triggering. In one aspect, a method includes receiving, at a data processing apparatus, a first input comprising a plurality of terms; determining, by the data processing apparatus, that one or more of the terms in the first input specify an item that belongs to a reminder category, the reminder category being associated with a collection of items that belong to the category and for which reminders may be generated; and in response to the determination, storing data that associates a reminder type with the item specified by the one or more terms.

公开(公告)号：US11586927B2

公开(公告)日：2023-02-21

申请号：US16265793

申请日：2019-02-01

Applicant: Google LLC

Inventor： Zhen Li ,  Yi-ting Chen ,  Yaxi Gao ,  Da-Cheng Juan ,  Aleksei Timofeev ,  Chun-Ta Lu ,  Futang Peng ,  Sujith Ravi ,  Andrew Tomkins ,  Thomas J. Duerig

IPC: G06K9/00 ,  G06N3/084 ,  G06F16/538 ,  G06F16/9538 ,  G06K9/62 ,  G06N3/04

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for training an image embedding model. In one aspect, a method comprises: obtaining training data comprising a plurality of training examples, wherein each training example comprises: an image pair comprising a first image and a second image; and selection data indicating one or more of: (i) a co-click rate of the image pair, and (ii) a similar-image click rate of the image pair; and using the training data to train an image embedding model having a plurality of image embedding model parameters.

公开(公告)号：US11016872B1

公开(公告)日：2021-05-25

申请号：US16548294

申请日：2019-08-22

Applicant: Google LLC

Inventor： Erwin Can Sar ,  Timothy Youngjin Sohn ,  Andrew Tomkins

IPC: G06F11/34

Abstract: Methods and apparatus related to determining one or more user habits for a user. A group of one or more past user activity occurrences of a user may be determined based on similarity between the past user activity occurrences of the group. A user habit may be determined based on the past user activity occurrences of the group.

公开(公告)号：US10776407B2

公开(公告)日：2020-09-15

申请号：US15825049

申请日：2017-11-28

Applicant: Google LLC

Inventor： Andrew Tomkins ,  Tristan Harris ,  Can Sar ,  Angelo DiNardi

IPC: G06F16/332 ,  G06F16/9535

Abstract: Methods and apparatus related to associating a task with a user based on the user selecting a task suggestion that is provided to the user in response to a user query. In some implementations, the task may be identified based on similarities between the words and/or phrases of the user query and a task suggestion that is associated with a task. In some implementations, the task may be identified based on user data associated with the user. In some implementations, the task may be associated with additional information related to completing the task.

公开(公告)号：US20200250537A1

公开(公告)日：2020-08-06

申请号：US16265793

申请日：2019-02-01

Applicant: Google LLC

Inventor： Zhen Li ,  Yi-ting Chen ,  Yaxi Gao ,  Da-Cheng Juan ,  Aleksei Timofeev ,  Chun-Ta Lu ,  Futang Peng ,  Sujith Ravi ,  Andrew Tomkins ,  Thomas J. Duerig

IPC: G06N3/08 ,  G06K9/62 ,  G06F16/9538 ,  G06F16/538 ,  G06N3/04

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for training an image embedding model. In one aspect, a method comprises: obtaining training data comprising a plurality of training examples, wherein each training example comprises: an image pair comprising a first image and a second image; and selection data indicating one or more of: (i) a co-click rate of the image pair, and (ii) a similar-image click rate of the image pair; and using the training data to train an image embedding model having a plurality of image embedding model parameters.

公开(公告)号：US10680991B1

公开(公告)日：2020-06-09

申请号：US16271236

申请日：2019-02-08

Applicant: Google LLC

Inventor： Andrew Tomkins ,  Shanmugasundaram Ravikumar ,  Shalini Agarwal ,  MyLinh Yang ,  Bo Pang ,  Mark Yinan Li

IPC: G06F17/27 ,  H04L12/58

Abstract: Methods and apparatus related to determining an effect on dissemination of information related to an event based on a dynamic confidence level associated with the event. For example, an event and an event confidence level of the event may be determined based on a message of a user. An effect on dissemination of information related to the event may be determined based on the confidence level. A new confidence level may be determined based on additional data associated with the event and the effect on dissemination of information may be adjusted based on the new confidence level. In some implementations, the additional data may be based on a new message that is related to the message, such as a reply to the message.