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1. 发明申请

US20180113865A1 SEARCH AND RETRIEVAL OF STRUCTURED INFORMATION CARDS 审中-公开
公开(公告)号：US20180113865A1
公开(公告)日：2018-04-26
申请号：US15334608
申请日：2016-10-26
申请人： Google Inc.
发明人： Marc Alexander Najork , Sujith Ravi , Michael Bendersky , Peter Shao-sen Young , Timothy Youngjin Sohn , Mingyang Zhang , Thomas Nelson , Xuanhui Wang
IPC分类号： G06F17/30 , G06F17/24
摘要： Methods, systems, apparatus, including computer programs encoded on computer storage medium, to facilitate identification of additional trigger-terms for a structured information card. In one aspect, the method includes actions of accessing data associated with a template for presenting structured information, wherein the accessed data references (i) a label term and (ii) a value. Other actions may include obtaining a candidate label term, identifying one or more entities that are associated with the label term, identifying one or more of the entities that are associated with the candidate label term, and for each particular entity of the one or more entities that are associated with the candidate label term, associating, with the candidate label term, (i) a label term that is associated with the particular entity, and (ii) the value associated with the label term.

2. 发明授权

US09282425B2 Triggering completion step suggestion for a task 有权
标题翻译：触发任务的完成步骤建议
公开(公告)号：US09282425B2
公开(公告)日：2016-03-08
申请号：US14065004
申请日：2013-10-28
申请人： Google Inc.
发明人： Andrew Tomkins , Tristan Harris , Shanmugasundaram Ravikumar , Bo Pang , Sujith Ravi , Can Sar , Angelo DiNardi
IPC分类号： H04W24/00 , H04W4/02 , H04L29/08 , G06N99/00 , G06F17/30
CPC分类号： G06Q10/063114 , G06F17/3087 , G06N99/005 , H04L67/22 , H04W4/02 , H04W4/021
摘要： Methods and apparatus related to providing one or more completion step suggestions for a task that is associated with a user. In some implementations, the completion step suggestions may be provided to the user based on the satisfaction of a trigger condition. In some implementations, a trigger condition may be based on a user geographic location. In some implementations, a trigger condition may be based on an action of the user. In some implementations, a trigger condition may be based on a time when the associated task may be completed.
摘要翻译：与为与用户相关联的任务提供一个或多个完成步骤建议相关的方法和装置。在一些实现中，可以基于触发条件的满足来向用户提供完成步骤建议。在一些实现中，触发条件可以基于用户地理位置。在一些实现中，触发条件可以基于用户的动作。在一些实现中，触发条件可以基于相关任务可以完成的时间。

3. 发明授权

US10824630B2 Search and retrieval of structured information cards 有权
公开(公告)号：US10824630B2
公开(公告)日：2020-11-03
申请号：US15334608
申请日：2016-10-26
申请人： Google Inc.
发明人： Marc Alexander Najork , Sujith Ravi , Michael Bendersky , Peter Shao-sen Young , Timothy Youngjin Sohn , Mingyang Zhang , Thomas Nelson , Xuanhui Wang
IPC分类号： G06F16/248 , G06F16/2455 , G06F16/951 , G06F16/38
摘要： Methods, systems, apparatus, including computer programs encoded on computer storage medium, to facilitate identification of additional trigger-terms for a structured information card. In one aspect, the method includes actions of accessing data associated with a template for presenting structured information, wherein the accessed data references (i) a label term and (ii) a value. Other actions may include obtaining a candidate label term, identifying one or more entities that are associated with the label term, identifying one or more of the entities that are associated with the candidate label term, and for each particular entity of the one or more entities that are associated with the candidate label term, associating, with the candidate label term, (i) a label term that is associated with the particular entity, and (ii) the value associated with the label term.

4. 发明授权

US09852231B1 Scalable graph propagation for knowledge expansion 有权
公开(公告)号：US09852231B1
公开(公告)日：2017-12-26
申请号：US14531102
申请日：2014-11-03
申请人： GOOGLE INC.
发明人： Sujith Ravi , Qiming Diao
IPC分类号： G06F17/00 , G06F17/30 , G06N99/00
CPC分类号： G06F17/30958 , G06N99/005
摘要： Systems and methods for adding labels to a graph are disclosed. One system includes a plurality of computing devices including processors and memory storing an input graph generated based on a source data set, where an edge represents a similarity measure between two nodes in the input graph, the input graph being distributed across the plurality of computing devices, and some of the nodes are seed nodes associated with one or more training labels from a set of labels, each training label having an associated original weight. The memory may also store instructions that, when executed by the processors, cause the plurality of distributed computing devices to propagate the training labels through the input graph using a sparsity approximation for label propagation, resulting in learned weights for respective node and label pairs, and automatically update the source data set using node and label pairs selected based on the learned weights.

5. 发明申请

US20160314184A1 CLASSIFYING DOCUMENTS BY CLUSTER 审中-公开
标题翻译：按CLUSTER分类文件
公开(公告)号：US20160314184A1
公开(公告)日：2016-10-27
申请号：US14697342
申请日：2015-04-27
申请人： Google Inc.
发明人： Mike Bendersky , Jie Yang , Amitabh Saikia , Marc-Allen Cartright , Sujith Ravi , Balint Miklos , Ivo Krka , Vanja Josifovski , James Wendt , Luis Garcia Pueyo
IPC分类号： G06F17/30
CPC分类号： G06F16/35 , G06Q10/107
摘要： Methods, apparatus, systems, and computer-readable media are provided for classifying, or “labeling,” documents such as emails en masse based on association with a cluster/template. In various implementations, a corpus of documents may be grouped into a plurality of disjoint clusters of documents based on one or more shared content attributes. A classification distribution associated with a first cluster of the plurality of clusters may be determined based on classifications assigned to individual documents of the first cluster. A classification distribution associated with a second cluster of the plurality of clusters may then be determined based at least in part on the classification distribution associated with the first cluster and a relationship between the first and second clusters.
摘要翻译：提供了方法，装置，系统和计算机可读介质，用于基于与集群/模板的关联来整合或“标记”诸如电子邮件的文档。在各种实现中，基于一个或多个共享内容属性，文档的语料库可以被分组成多个不相交的文档簇。可以基于分配给第一集群的单个文档的分类来确定与多个集群中的第一集群相关联的分类分发。然后可以至少部分地基于与第一集群相关联的分类分布和第一和第二集群之间的关系来确定与多个集群中的第二集群相关联的分类分发。

6. 发明申请

US20150006632A1 DETERMINING ADDITIONAL INFORMATION FOR AN INTENDED ACTION OF A USER 审中-公开
标题翻译：确定用户的预期行为的附加信息
公开(公告)号：US20150006632A1
公开(公告)日：2015-01-01
申请号：US14064888
申请日：2013-10-28
申请人： Google Inc.
发明人： Andrew Tomkins , Tristan Harris , Shanmugasundaram Ravikumar , Bo Pang , Sujith Ravi , Can Sar , Angelo DiNardi
IPC分类号： H04L12/58
CPC分类号： H04L51/20
摘要： Methods and apparatus related to receiving user task information indicative of an intended action of a user, determining additional information related to completion of the intended action, determining a completion step for the intended action based on the additional information, and providing the completion step to the user. The user task information may be received from a first source and the additional information may be determined from one or more additional sources that are distinct from the first source. Additional sources may include, for example, user data associated with the user and/or one or more non-user specific databases such as an entity database. Whether a completion step is provided to a user may be dependent on one or more factors such as, for example, the source of the user task information, the source of the additional information, and/or a trigger associated with the completion step.
摘要翻译：与指示用户的预期动作的用户任务信息的接收相关的方法和装置，确定与预期动作的完成相关的附加信息，基于附加信息确定预期动作的完成步骤，并将完成步骤提供给用户。可以从第一源接收用户任务信息，并且可以从与第一源不同的一个或多个附加源来确定附加信息。附加源可以包括例如与用户相关联的用户数据和/或一个或多个非用户特定数据库，例如实体数据库。是否向用户提供完成步骤可以取决于一个或多个因素，例如，用户任务信息的来源，附加信息的来源和/或与完成步骤相关联的触发。

7. 发明申请

US20180089588A1 SMART REPLIES USING AN ON-DEVICE MODEL 审中-公开
公开(公告)号：US20180089588A1
公开(公告)日：2018-03-29
申请号：US15686954
申请日：2017-08-25
申请人： Google Inc.
发明人： Sujith Ravi , Thomas Matthew Rudick , Nathan Dickerson Beach , John Patrick McGregor, JR. , Mirko Ranieri
IPC分类号： G06N99/00 , G06N5/04 , G06F7/08
CPC分类号： G06N20/00 , G06F7/08 , G06N5/04 , G06Q10/10
摘要： A computing device may receive a communication sent from an external computing device. At least one processor of the computing device may determine, using an on-device machine-trained model and based at least in part on the communication, one or more candidate responses to the communication. The at least one processor may receive an indication of a user input that selects a candidate response from the one or more candidate responses. Responsive to receiving the indication of the user input that selects the candidate response, the at least one processor may send the candidate response to the external computing device.

8. 发明授权

US09881236B2 Organizing images associated with a user 有权
公开(公告)号：US09881236B2
公开(公告)日：2018-01-30
申请号：US14980835
申请日：2015-12-28
申请人： Google Inc.
发明人： Robin Dua , Sujith Ravi
IPC分类号： G06K9/62 , G06Q30/06 , G06K9/52 , G06F17/30
CPC分类号： G06K9/6267 , G06F17/30244 , G06K9/52 , G06Q30/0633
摘要： A method includes identifying images associated with a user, where the image is identified as at least one of captured by a user device associated with the user, stored on the user device associated with the user, and stored in cloud storage associated with the user. The method also includes for each of the images, determining one or more labels, wherein the one or more labels are based on at least one of metadata and a primary annotation. The method also includes generating a mapping of the one or more labels to one or more confidence scores, wherein the one or more confidence scores indicate an extent to which the one or more labels apply to corresponding images. The method also includes interacting with the user to obtain identifying information that is used to categorize one or more of the images.

9. 发明授权

US09378196B1 Associating information with a task based on a category of the task 有权
标题翻译：根据任务类别将信息与任务相关联
公开(公告)号：US09378196B1
公开(公告)日：2016-06-28
申请号：US14065125
申请日：2013-10-28
申请人： Google Inc.
发明人： Andrew Tomkins , Tristan Harris , Shanmugasundaram Ravikumar , Bo Pang , Sujith Ravi , Can Sar , Angelo DiNardi
IPC分类号： G06F17/20 , G06F17/24 , G06F17/30 , G06F17/27
CPC分类号： G06F17/243 , G06F17/276 , G06F17/2765 , G06F17/30722 , G06Q10/06311
摘要： Methods and apparatus related to identifying a category for a task that is associated with a user and populating annotation fields related to the task based on the category of the task. The task and populated annotation fields may be provided for use by one or more application to provide a task completion step to the user. In some implementations, the category may be identified based on input from the user, documents of the user, and/or data that are associated with the user. In some implementations, a completion step for the task may be suggested to the user by an application that accesses the task and populated annotated information. In some implementations, multiple applications may suggest different completion steps to the user for the same task.
摘要翻译：与识别与用户相关联的任务的类别并基于任务的类别填充与该任务相关的注释字段的方法和装置。任务和填充的注释字段可以被提供供一个或多个应用使用以向用户提供任务完成步骤。在一些实现中，可以基于来自用户的输入，用户的文档和/或与用户相关联的数据来识别该类别。在一些实现中，可以由访问任务和填充的注释信息的应用程序向用户建议任务的完成步骤。在一些实现中，多个应用程序可以针对相同的任务向用户建议不同的完成步骤。

10. 发明申请

US20160162827A1 TRIGGERING COMPLETION STEP SUGGESTION FOR A TASK 审中-公开
公开(公告)号：US20160162827A1
公开(公告)日：2016-06-09
申请号：US15044556
申请日：2016-02-16
申请人： Google Inc.
发明人： Andrew Tomkins , Tristan Harris , Shanmugasundaram Ravikumar , Bo Pang , Sujith Ravi , Can Sar , Angelo DiNardi
IPC分类号： G06Q10/06
CPC分类号： G06Q10/063114 , G06F16/9537 , G06N20/00 , H04L67/22 , H04W4/021 , H04W4/024
摘要： Methods and apparatus related to providing one or more completion step suggestions for a task that is associated with a user. In some implementations, the completion step suggestions may be provided to the user based on the satisfaction of a trigger condition. In some implementations, a trigger condition may be based on a user geographic location. In some implementations, a trigger condition may be based on an action of the user. In some implementations, a trigger condition may be based on a time when the associated task may be completed.

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