公开(公告)号：US10862836B2

公开(公告)日：2020-12-08

申请号：US16560815

申请日：2019-09-04

Applicant: Google LLC

Inventor： John Patrick McGregor, Jr. ,  Ryan Cassidy ,  Ariel Fuxman ,  Vivek Ramavajjala ,  Sujith Ravi ,  Sergey Nazarov ,  Amit Fulay

IPC: H04L12/58 ,  G06K9/72 ,  G06K9/62 ,  G06F3/0484

Abstract: Implementations relate to automatic response suggestions based on images received in messaging applications. In some implementations, a computer-executed method includes detecting a first image included within a first message received at a second device over a communication network from a first device of a first user, and programmatically analyzing the first image to extract a first image content. The method includes retrieving a first semantic concept associated with the first image content, programmatically generating a suggested response to the first message based on the first semantic concept, and transmitting instructions causing rendering of the suggested response in the messaging application as a suggestion to a second user of the second device.

公开(公告)号：US10146768B2

公开(公告)日：2018-12-04

申请号：US15415506

申请日：2017-01-25

Applicant: Google LLC

Inventor： Ariel Fuxman ,  Vivek Ramavajjala ,  Ning Ye ,  John Patrick McGregor, Jr.

IPC: G06K9/46 ,  G06F17/27 ,  G06K9/48

Abstract: Implementations relate to automatic response suggestions to images included in received messages. In some implementations, a computer-implemented method includes detecting an image posted within a first message by a first user, and programmatically analyzing the image to determine a feature vector representative of the image. The method programmatically generates one or more suggested responses to the first message based on the feature vector, each suggested response being a conversational reply to the first message. Generating the suggested responses includes determining probabilities associated with word sequences for the feature vector using a model trained with previous responses to previous images, and selecting one or more of the word sequences based on the associated probabilities. The suggested responses are determined based on the selected word sequences. The method causes the suggested responses to be rendered in the messaging application as one or more suggestions to a second user.

公开(公告)号：US10412030B2

公开(公告)日：2019-09-10

申请号：US16003661

申请日：2018-06-08

Applicant: Google LLC

Inventor： John Patrick McGregor, Jr. ,  Ryan Cassidy ,  Ariel Fuxman ,  Vivek Ramavajjala ,  Sujith Ravi ,  Sergey Nazarov ,  Amit Fulay

IPC: H04L12/58 ,  G06K9/72 ,  G06K9/62 ,  G06F3/0484

Abstract: Implementations relate to automatic response suggestions based on images received in messaging applications. In some implementations, a computer-executed method includes detecting a first image included within a first message received at a second device over a communication network from a first device of a first user, and programmatically analyzing the first image to extract a first image content. The method includes retrieving a first semantic concept associated with the first image content, programmatically generating a suggested response to the first message based on the first semantic concept, and transmitting instructions causing rendering of the suggested response in the messaging application as a suggestion to a second user of the second device.

公开(公告)号：US10015124B2

公开(公告)日：2018-07-03

申请号：US15709418

申请日：2017-09-19

Applicant: Google LLC

Inventor： John Patrick McGregor, Jr. ,  Ryan Cassidy ,  Ariel Fuxman ,  Vivek Ramavajjala ,  Sujith Ravi ,  Sergey Nazarov ,  Amit Fulay

IPC: H04L12/58 ,  G06K9/72 ,  G06K9/62 ,  G06F3/0484

CPC classification number: H04L51/10 ,  G06F3/04842 ,  G06K9/6202 ,  G06K9/6215 ,  G06K9/726 ,  H04L51/02 ,  H04L51/32

Abstract: Implementations relate to automatic response suggestions based on images received in messaging applications. In some implementations, a computer-executed method includes detecting a first image included within a first message received at a second device over a communication network from a first device of a first user, and programmatically analyzing the first image to extract a first image content. The method includes retrieving a first semantic concept associated with the first image content, programmatically generating a suggested response to the first message based on the first semantic concept, and transmitting instructions causing rendering of the suggested response in the messaging application as a suggestion to a second user of the second device.