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    • 1. 发明授权
    • Adaptive targeting for finding look-alike users
    • 适应性定位,以寻找类似的用户
    • US09087332B2
    • 2015-07-21
    • US12871775
    • 2010-08-30
    • Abraham BagherjeiranRenjie TangZengvan ZhangAndrew HatchAdwait RatnaparkhiRalesh Parekh
    • Abraham BagherjeiranRenjie TangZengvan ZhangAndrew HatchAdwait RatnaparkhiRalesh Parekh
    • G06Q30/00G06Q30/02
    • G06Q30/00G06Q30/0251G06Q30/0255G06Q30/0269
    • A method for adaptive display of internet advertisements to look-alike users using a desired user profile dataset as a seed to machine learning modules. Upon availability of a desired user profile, that user profile is mapped other look-alike users (from a larger database of users). The method proceeds to normalize the desired user profile object, proceeds to normalize known user profile objects, then seeding a machine-learning training model with the normalized desired user profile object. A scoring engine uses the normalized user profiles for matching based on extracted features (i.e. extracted from the normalized user profile objects). Once look-alike users have been identified, the internet display system may serve advertisements to the look-alike users, and analyze look-alike users' behaviors for storing the predicted similar user profile objects into the desired user profile object dataset, thus adapting to changing user behavior.
    • 一种用于使用期望的用户简档数据集作为种子加工学习模块来将互联网广告自适应地显示为类似用户的方法。 在可获得期望的用户简档之后,该用户简档被映射到其他外观用户(来自较大的用户数据库)。 该方法继续使所需的用户简档对象规范化,继续归一化已知的用户简档对象,然后使用归一化的所需用户简档对象播放机器学习训练模型。 评分引擎使用归一化的用户简档来基于提取的特征进行匹配(即从归一化的用户简档对象中提取)。 一旦看起来相似的用户已经被识别,互联网显示系统可以向类似用户提供广告,并且分析类似用户的行为以将预测的类似用户简档对象存储到期望的用户简档对象数据集中,从而适应于 改变用户行为。
    • 2. 发明申请
    • Adaptive Targeting for Finding Look-Alike Users
    • 适应性目标寻找类似用户
    • US20120054040A1
    • 2012-03-01
    • US12871775
    • 2010-08-30
    • Abraham BagherjeiranRenjie TangZengvan ZhangAndrew HatchAdwait RatnaparkhiRalesh Parekh
    • Abraham BagherjeiranRenjie TangZengvan ZhangAndrew HatchAdwait RatnaparkhiRalesh Parekh
    • G06Q30/00G06F15/18
    • G06Q30/00G06Q30/0251G06Q30/0255G06Q30/0269
    • A method for adaptive display of internet advertisements to look-alike users using a desired user profile dataset as a seed to machine learning modules. Upon availability of a desired user profile, that user profile is mapped other look-alike users (from a larger database of users). The method proceeds to normalize the desired user profile object, proceeds to normalize known user profile objects, then seeding a machine-learning training model with the normalized desired user profile object. A scoring engine uses the normalized user profiles for matching based on extracted features (i.e. extracted from the normalized user profile objects). Once look-alike users have been identified, the internet display system may serve advertisements to the look-alike users, and analyze look-alike users' behaviors for storing the predicted similar user profile objects into the desired user profile object dataset, thus adapting to changing user behavior.
    • 一种用于使用期望的用户简档数据集作为种子加工学习模块来将互联网广告自适应地显示为类似用户的方法。 在可获得期望的用户简档之后,该用户简档被映射到其他外观用户(来自较大的用户数据库)。 该方法继续使所需的用户简档对象规范化,继续归一化已知的用户简档对象,然后使用归一化的所需用户简档对象播放机器学习训练模型。 评分引擎使用归一化的用户简档来基于提取的特征进行匹配(即从归一化的用户简档对象中提取)。 一旦看起来相似的用户已经被识别,互联网显示系统可以向类似用户提供广告,并且分析类似用户的行为以将预测的类似用户简档对象存储到期望的用户简档对象数据集中,从而适应 改变用户行为。
    • 3. 发明申请
    • Generating relational structure for non-relational messages
    • 为非关系消息生成关系结构
    • US20060069700A1
    • 2006-03-30
    • US11230934
    • 2005-09-19
    • Justin MarstonAndrew Hatch
    • Justin MarstonAndrew Hatch
    • G06F17/00
    • H04L51/22G06F16/252G06Q10/107H04L51/08
    • A messaging server (112) provides a message store (116) for storing messages in a relational manner. A set of related messages, such as an email string between two or more people, is represented as a message container (200) having relational references to one or more submessages (210, 212, 214). The messaging server (112) processes non-relational messages sent by the server by inserting (516) tags that uniquely identify components within the message. The messaging server (112) also processes tagged or untagged non-relational messages received by the server to create (616, 618) relational counterparts in the message store (116). Relational searches can be executed on the messages in the message store (116) to perform audits or forensic analyses of the messages.
    • 消息传送服务器(112)提供用于以关系方式存储消息的消息存储(116)。 诸如两个或多个人之间的电子邮件串的一组相关消息被表示为具有对一个或多个子消息(210,212,214)的关系引用的消息容器(200)。 消息传递服务器(112)通过插入(516)唯一地标识消息内的组件的标签来处理由服务器发送的非关系消息。 消息传递服务器(112)还处理由服务器接收到的标记或未标记的非关系消息以在消息存储(116)中创建(616,618)关系对等体。 可以对消息存储(116)中的消息执行关系搜索,以执行对消息的审计或取证分析。
    • 4. 发明申请
    • Tamper-proof electronic messaging
    • 防篡改电子信息
    • US20060031352A1
    • 2006-02-09
    • US11129231
    • 2005-05-12
    • Justin MarstonAndrew Hatch
    • Justin MarstonAndrew Hatch
    • G06F15/16
    • H04L67/22H04L51/00
    • A messaging system treats a set of related messages, such as an email string between two or more people, as a message container (200) having relational references to one or more submessages (210, 212, 214). A messaging server (112) stores the messages and submessages as discrete message components within a message database (416). The messaging server (112) generates (714) tamper-detection data, such as hashes, for the message components and stores the data in an audit information database (418). The messaging server (112) authenticates (627) a message component by generating new tamper-detection data for the component, and comparing the new data with the stored data. In addition, the messaging server (112) can distribute the tamper-detection information to other entities, such as messaging clients (116), by signing the data using a digital signature. The messaging system thus allows distributed entities to verify the authenticity of messages and components sent via the system.
    • 消息系统将一组相关消息(例如两个或更多个人之间的电子邮件串)视为具有对一个或多个消息消息(210,212,214)的关系引用的消息容器(200)。 消息传送服务器(112)将消息和子消息作为离散消息组件存储在消息数据库(416)内。 消息传送服务器(112)为消息组件生成(714)篡改检测数据,例如散列,并将数据存储在审核信息数据库中(418)。 消息传递服务器(112)通过为该组件生成新的篡改检测数据以及将新数据与存储的数据进行比较来认证(627)消息组件。 此外,消息传递服务器(112)可以通过使用数字签名对数据进行签名来将篡改检测信息分发给诸如消息客户端(116)的其他实体。 因此,消息系统允许分布式实体验证通过系统发送的消息和组件的真实性。
    • 6. 发明申请
    • Enforcing compliance policies in a messaging system
    • 在邮件系统中执行合规策略
    • US20060031351A1
    • 2006-02-09
    • US11129212
    • 2005-05-12
    • Justin MarstonAndrew Hatch
    • Justin MarstonAndrew Hatch
    • G06F15/16
    • H04L29/06H04L51/12H04L51/34
    • A messaging system enforces compliance policies for the electronic messages. The messaging system treats a set of related messages, such as an email string between two or more people, as a message container (200) having relational references to one or more submessages (210, 212, 214). A messaging server (112) stores the messages and submessages as discrete message components within a message database (416). In addition, the messaging server (112) stores one or more compliance policies. A compliance policy describes the set of rules that apply to message components during their lifecycles and is defined in terms of a population structure, a set of rules, and a set of jobcodes. When an action occurs that involves a piece of content, the messaging system identifies the relevant compliance policy in the governance policy database (424) and applies any rules that are applicable given the population structure and jobcode.
    • 消息系统强制执行电子消息的合规策略。 消息传递系统将一组相关消息(诸如两个或更多个人之间的电子邮件串)视为具有对一个或多个子消息(210,212,214)的关系引用的消息容器(200)。 消息传送服务器(112)将消息和子消息作为离散消息组件存储在消息数据库(416)内。 另外,消息收发服务器(112)存储一个或多个合规策略。 合规性策略描述了在其生命周期中应用于消息组件的规则集,并且根据总体结构,一组规则和一组作业代码来定义。 当发生涉及一段内容的操作时,消息传递系统在治理策略数据库(424)中识别相关合规性策略,并应用给定人口结构和作业代码的适用任何规则。
    • 7. 发明申请
    • Messaging protocol discovery
    • 消息传递协议发现
    • US20050198168A1
    • 2005-09-08
    • US11004638
    • 2004-12-03
    • Justin MarstonAndrew Hatch
    • Justin MarstonAndrew Hatch
    • G06F15/16G06Q10/00
    • G06Q10/107
    • A messaging server (116) supports a relational message transport protocol (RMTP). The RMTP server (116) discovers whether other messaging servers on a network (112) support the RMTP. In pre-discovery, the RMTP server (116) uses (320) simple mail transport protocol (SMTP) command lines to discover whether another messaging server supports RMTP. In post-discovery, the RMTP server (116) encodes the message with data that are recognized by a RMTP server and delivers (324) the data using a conventional protocol such as SMTP. A RMTP server (116) that receives the encoded message initiates (312) a RMTP connection with the sending server. The RMTP server (116) maintains a database of discovered servers (216) and provides a directory interface (218) that other RMTP servers can use to access the database.
    • 消息传送服务器(116)支持关系消息传输协议(RMTP)。 RMTP服务器(116)发现网络上的其他消息收发服务器(112)是否支持RMTP。 在预发现中,RMTP服务器(116)使用(320)简单邮件传输协议(SMTP)命令行来发现另一消息服务器是否支持RMTP。 在后期发现中,RMTP服务器(116)对具有由RMTP服务器识别的数据的消息进行编码,并使用常规协议(如SMTP)传送(324)数据。 接收编码消息的RMTP服务器(116)发起(312)与发送服务器的RMTP连接。 RMTP服务器(116)维护发现的服务器(216)的数据库,并提供其他RMTP服务器可以用来访问数据库的目录接口(218)。