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Classifying electronic messages using individualized artificial intelligence techniques

机译:使用个性化人工智能技术对电子消息进行分类

摘要

An example method includes: identifying message labels for electronic messages; identifying, based on a classification model specific to a first user, a first and a second message labels for a first and a second electronic messages; detecting a user action by the first user on the second electronic message to indicate the first message label is descriptive of the second electronic message; responsive to the user action, re-training the classification model based on tokens produced from the second electronic message to produce an updated classification model specific to the first user; after re-training is completed, detecting an incoming electronic message having a timestamp later in time than timestamps for the first and the second electronic messages; determining that the incoming electronic message shares a predefined number of tokens with the second electronic message; and assigning, based on the updated classification model, the first message label to the incoming electronic message.
机译:一种示例方法包括:识别电子消息的消息标签;基于特定于第一用户的分类模型,为第一和第二电子消息标识第一和第二消息标签;检测第一用户对第二电子消息的操作,以指示第一消息标签描述了第二电子消息;响应于用户动作,基于从第二电子消息产生的令牌来重新训练分类模型,以产生特定于第一用户的更新的分类模型;在重新训练完成之后,检测具有比第一和第二电子消息的时间戳晚的时间戳的传入电子消息;确定输入的电子消息与第二电子消息共享预定义数量的令牌;基于更新的分类模型,将第一消息标签分配给传入的电子消息。

著录项

  • 公开/公告号US9946789B1

    专利类型

  • 公开/公告日2018-04-17

    原文格式PDF

  • 申请/专利权人 SHENZHEN CESTBON TECHNOLOGY CO. LIMITED;

    申请/专利号US201715582571

  • 发明设计人 KEDAN LI;

    申请日2017-04-28

  • 分类号G06F7;G06F17/30;H04L12/58;G06N99;G06F17/27;

  • 国家 US

  • 入库时间 2022-08-21 12:59:11

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