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    Custom electronic message presentation based on electronic message category
    1.
    发明授权
    Custom electronic message presentation based on electronic message category 有权

    公开(公告)号：US09767189B2

    公开(公告)日：2017-09-19

    申请号：US14229737

    申请日：2014-03-28

    Applicant: GOOGLE, INC.

    Inventor： Itamar Gilad ,  Thompson Alexander Ivor Gawley ,  Andrew Ward Moedinger ,  Kevin Smilak ,  Jeroen Daniël Jillissen ,  Jason Briggs Cornwell ,  Balint Miklos

    IPC: G06F17/30 ,  H04L12/58

    CPC classification number: G06F17/30696 ,  H04L51/16 ,  H04L51/32

    Abstract: System and methods are provided for performing a method, for instance, at a computer system having one or more processors and memory storing one or more programs for execution by the one or more processors. In the method a search query is received. The search query identifies a message category from among a plurality of message categories. Each respective message category in the plurality of message categories corresponds to an electronic message display format in a plurality of electronic message display formats. Responsive to the search query, a search result comprising one or more electronic messages satisfying the search query is identified. The one or more electronic messages are prepared for display by formatting for display a first electronic message, in the one or more electronic messages, associated with the first message category. The formatting makes use of the electronic message display format that corresponds to the first message category.

    Systems and Methods for Generating a Message Topic Training Dataset from User Interactions in Message Clients
    3.
    发明申请
    Systems and Methods for Generating a Message Topic Training Dataset from User Interactions in Message Clients 审中-公开
    用于从消息客户端中的用户交互生成消息主题训练数据集的系统和方法

    公开(公告)号：US20160149849A1

    公开(公告)日：2016-05-26

    申请号：US14555312

    申请日：2014-11-26

    Applicant: GOOGLE INC.

    Inventor： László Lukács ,  Karol Kurach ,  Balint Miklos

    IPC: H04L12/58 ,  H04W4/12

    CPC classification number: H04L51/22 ,  H04L51/34 ,  H04W4/12

    Abstract: Systems and methods for classifying messages are provided. Each message in a plurality of messages is classified, thereby independently identifying a message category in a set of message categories for each respective message in the plurality of messages. The plurality of messages is delivered to a plurality of recipients with a designation of the message category of each respective message in the first plurality of messages. A plurality of recipient initiated message interaction events for messages in the first plurality of messages over a predetermined period of time is collected from the plurality of recipients. A message categorization dataset is then constructed from (i) the first plurality of messages, (ii) the designation of the message category of each respective message in the subset of the first plurality of messages, and (iii) the plurality of recipient initiated message interaction events. This message categorization dataset is used to train or evaluate a message classifier.

    Abstract translation: 提供了分类消息的系统和方法。 对多个消息中的每个消息进行分类，从而独立地识别多个消息中的每个相应消息的一组消息类别中的消息类别。 多个消息在第一组多个消息中以每个相应消息的消息类别的指定被传送到多个接收者。 从多个接收者收集用于在预定时间段内的第一组多个消息中的消息的多个接收者发起的消息交互事件。 然后，从（i）第一多个消息，（ii）在第一多个消息的子集中指定每个相应消息的消息类别，以及（iii）多个接收方发起的消息来构建消息分类数据集 互动事件 该消息分类数据集用于训练或评估消息分类器。

    Generating and applying outgoing communication templates
    5.
    发明授权
    Generating and applying outgoing communication templates 有权

    公开(公告)号：US09940318B2

    公开(公告)日：2018-04-10

    申请号：US14986644

    申请日：2016-01-01

    Applicant: Google Inc.

    Inventor： Balint Miklos ,  Julia Proskurnia ,  Luis Garcia Pueyo ,  Marc-Allen Cartright ,  Tobias Kaufmann ,  Ivo Krka

    IPC: G06F17/24 ,  G06F17/27

    CPC classification number: G06F17/248 ,  G06F17/243 ,  G06F17/2735 ,  G06F17/30958

    Abstract: Methods, apparatus, systems, and computer-readable media are provided for generating and applying outgoing communication templates. In various implementations a corpus of outgoing communications sent by a user may be grouped into a plurality of clusters based on one or more attributes of a context of the user. One or more segments of each outgoing communication of a particular cluster may be classified as fixed in response to a determination that a count of occurrences of the one or more segments across the particular cluster satisfies a criterion. One or more remaining segments of each communication of the particular cluster may or may not be classified as transient. Based on sequences of classified segments associated with each communication of the particular cluster, an outgoing communication template may be generated to automatically populate at least a portion of a draft outgoing communication being prepared by the user.

    GENERATING AND APPLYING OUTGOING COMMUNICATION TEMPLATES
    6.
    发明申请
    GENERATING AND APPLYING OUTGOING COMMUNICATION TEMPLATES 有权

    公开(公告)号：US20170192953A1

    公开(公告)日：2017-07-06

    申请号：US14986644

    申请日：2016-01-01

    Applicant: Google Inc.

    Inventor： Balint Miklos ,  Julia Proskurnia ,  Luis Garcia Pueyo ,  Marc-Allen Cartright ,  Tobias Kaufmann ,  Ivo Krka

    IPC: G06F17/24 ,  G06F17/27

    CPC classification number: G06F17/248 ,  G06F17/243 ,  G06F17/2735 ,  G06F17/30958

    Abstract: Methods, apparatus, systems, and computer-readable media are provided for generating and applying outgoing communication templates. In various implementations a corpus of outgoing communications sent by a user may be grouped into a plurality of clusters based on one or more attributes of a context of the user. One or more segments of each outgoing communication of a particular cluster may be classified as fixed in response to a determination that a count of occurrences of the one or more segments across the particular cluster satisfies a criterion. One or more remaining segments of each communication of the particular cluster may or may not be classified as transient. Based on sequences of classified segments associated with each communication of the particular cluster, an outgoing communication template may be generated to automatically populate at least a portion of a draft outgoing communication being prepared by the user.

    CLASSIFYING DOCUMENTS BY CLUSTER
    7.
    发明申请
    CLASSIFYING DOCUMENTS BY CLUSTER 审中-公开
    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

    Applicant: Google Inc.

    Inventor： Mike Bendersky ,  Jie Yang ,  Amitabh Saikia ,  Marc-Allen Cartright ,  Sujith Ravi ,  Balint Miklos ,  Ivo Krka ,  Vanja Josifovski ,  James Wendt ,  Luis Garcia Pueyo

    IPC: G06F17/30

    CPC classification number: G06F16/35 ,  G06Q10/107

    Abstract: 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.

    Abstract translation: 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。

    DETERMINING REPLY CONTENT FOR A REPLY TO AN ELECTRONIC COMMUNICATION
    8.
    发明申请
    DETERMINING REPLY CONTENT FOR A REPLY TO AN ELECTRONIC COMMUNICATION 审中-公开
    确定回复电子通信的回复内容

    公开(公告)号：US20160241493A1

    公开(公告)日：2016-08-18

    申请号：US14620630

    申请日：2015-02-12

    Applicant: Google Inc.

    Inventor： Phillip Neal Sharp ,  Prabhakar Raghavan ,  Thompson Alexander Ivor Gawley ,  Balint Miklos ,  Karol Kurach ,  Tobias Kaufmann ,  Gregory Sean Corrado ,  Làszló Lukács

    IPC: H04L12/58 ,  H04L29/08

    CPC classification number: H04L51/02 ,  G06F17/248 ,  G06F17/2881 ,  G06F17/3071 ,  G06Q10/107 ,  G06Q50/01 ,  H04L67/22

    Abstract: Methods and apparatus related to determining reply content for a reply to an electronic communication. Some implementations are directed generally toward analyzing a corpus of electronic communications to determine relationships between one or more original message features of “original” messages of electronic communications and reply content that is included in “reply” messages of those electronic communications. Some implementations are directed generally toward providing reply text to include in a reply to a communication based on determined relationships between one or more message features of the communication and the reply text.

    Abstract translation: 与确定对电子通信的回复的回复内容相关的方法和装置。 一些实施方式通常指向分析电子通信语料库以确定电子通信的“原始”消息的一个或多个原始消息特征与包括在那些电子通信的“回复”消息中的回复内容之间的关系。 一些实施方式通常指向提供答复文本以包括在基于通信的一个或多个消息特征与回复文本之间确定的关系的对通信的回复中。

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