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    • 13. 发明授权
    • Device identifier similarity models derived from online event signals
    • 从在线事件信号导出的设备标识符相似性模型
    • US09065727B1
    • 2015-06-23
    • US13601775
    • 2012-08-31
    • Jia LiuYijian BaiManojav PatilDeepak RavichandranSittichai JiampojamarnShankar Ponnekanti
    • Jia LiuYijian BaiManojav PatilDeepak RavichandranSittichai JiampojamarnShankar Ponnekanti
    • G06F15/173H04L12/26
    • H04L43/04G06Q30/06H04L67/22
    • A computerized method and system operable to build a device identifier similarity model with online event signals and determine similar network device identifiers. A processing circuit receives a first set of network device identifiers. The processing circuit represents each network device identifier of the first set by feature data associated with each network device identifier's network activity, where the feature data is associated with the content clicked-on or converted-on. The processing circuit applies abstractions on the feature data to form concepts. The processing circuit derives at least one hierarchy of feature data based on the keywords and concepts of the feature data. The processing circuit expands the feature data based on the derived at least one hierarchy of feature data and generates the device identifier similarity model based on the expanded feature data. The processing circuit is also capable of determining long-term and short-term history events.
    • 一种计算机化方法和系统,其可操作以用在线事件信号构建设备标识符相似性模型并确定类似的网络设备标识符。 处理电路接收第一组网络设备标识符。 处理电路通过与每个网络设备标识符的网络活动相关联的特征数据来表示第一组的每个网络设备标识符,其中特征数据与点击或转换的内容相关联。 处理电路对特征数据应用抽象以形成概念。 处理电路根据特征数据的关键词和概念,产生至少一个特征数据层级。 处理电路基于导出的特征数据的至少一个层次扩展特征数据,并且基于扩展的特征数据生成设备标识符相似性模型。 处理电路还能够确定长期和短期历史事件。
    • 18. 发明授权
    • Electronic messages using predefined templates
    • 使用预定义模板的电子消息
    • US08886735B1
    • 2014-11-11
    • US13370257
    • 2012-02-09
    • Jia LiuXincheng Zhang
    • Jia LiuXincheng Zhang
    • G06F15/16
    • G06Q10/107
    • A computer-implemented method for sending a personalized electronic message using predefined templates including personalization symbols is provided. The method includes receiving a selection of an electronic message template from a user, wherein the electronic message template is stored in a data structure and wherein the electronic message template comprises a predefined personalization symbol for personalizing the electronic message template. The method also includes obtaining the electronic message template from the data structure, and generating content for inclusion in a personalized electronic message body based on the electronic message template, the step of generating comprising replacing the personalization symbol, based on a predefined rule, with a default value associated with the personalization symbol. The method further includes providing a draft electronic message comprising the personalized electronic message body. Systems and machine-readable media are also provided.
    • 提供了一种使用包括个性化符号的预定义模板发送个性化电子消息的计算机实现的方法。 该方法包括从用户接收电子消息模板的选择,其中电子消息模板存储在数据结构中,并且其中电子消息模板包括用于个性化电子消息模板的预定义个性化符号。 该方法还包括从数据结构获取电子消息模板,并且基于电子消息模板生成用于包含在个性化电子消息体中的内容,生成步骤包括基于预定规则来替换个性化符号, 与个性化符号相关联的默认值。 该方法还包括提供包括个性化电子消息体的草稿电子消息。 还提供系统和机器可读介质。