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    Verifying relevance between keywords and web site contents
    42.
    发明授权
    Verifying relevance between keywords and web site contents 失效
    验证关键字和网站内容之间的相关性

    公开(公告)号：US07260568B2

    公开(公告)日：2007-08-21

    申请号：US10826162

    申请日：2004-04-15

    申请人： Benyu Zhang ,  Hua-Jun Zeng ,  Zheng Chen ,  Wei-Ying Ma ,  Li Li ,  Ying Li ,  Tarek Najm

    发明人： Benyu Zhang ,  Hua-Jun Zeng ,  Zheng Chen ,  Wei-Ying Ma ,  Li Li ,  Ying Li ,  Tarek Najm

    IPC分类号： G06F17/30

    CPC分类号： G06F17/30687 ,  G06F17/30663 ,  Y10S707/99933 ,  Y10S707/99934 ,  Y10S707/99935

    摘要： Systems and methods for verifying relevance between terms and Web site contents are described. In one aspect, site contents from a bid URL are retrieved. Expanded term(s) semantically and/or contextually related to bid term(s) are calculated. Content similarity and expanded similarity measurements are calculated from respective combinations of the bid term(s), the site contents, and the expanded terms. Category similarity measurements between the expanded terms and the site contents are determined in view of a trained similarity classifier. The trained similarity classifier having been trained from mined web site content associated with directory data. A confidence value providing an objective measure of relevance between the bid term(s) and the site contents is determined from the content, expanded, and category similarity measurements evaluating the multiple similarity scores in view of a trained relevance classifier model.

    摘要翻译： 描述了用于验证术语和网站内容之间的相关性的系统和方法。 一方面，检索出价网址中的网站内容。 计算语法上和/或与投标期相关的扩展术语。 内容相似性和扩展的相似度测量是根据投标条件，站点内容和扩展条款的各自组合计算的。 考虑到经过训练的相似性分类器，确定扩展术语和站点内容之间的类别相似度测量。 经过训练的相似性分类器已经从与目录数据相关联的挖掘的网站内容训练。 考虑到训练有素的相关性分类器模型，从评估多重相似度分数的内容，扩展和类别相似度测度中确定提供投标项和站点内容之间的相关性的客观量度的置信度值。

    Web page ranking with hierarchical considerations
    45.
    发明申请
    Web page ranking with hierarchical considerations 有权
    网页排名等级考虑

    公开(公告)号：US20060095430A1

    公开(公告)日：2006-05-04

    申请号：US10978232

    申请日：2004-10-29

    申请人： Hua-Jun Zeng ,  Zheng Chen ,  Benyu Zhang ,  Wei-Ying Ma ,  Guirong Xue

    发明人： Hua-Jun Zeng ,  Zheng Chen ,  Benyu Zhang ,  Wei-Ying Ma ,  Guirong Xue

    IPC分类号： G06F17/30

    CPC分类号： G06F17/30864

    摘要： The described systems, methods and data structures are directed to ranking Web pages with hierarchical considerations. The hierarchical structures and the linking relationships of the World Wide Web are used to provide a page importance ranking for Web searches. The linking relationships are aggregated to a high level node at each of the hierarchical structures. A link graph analysis is performed on the aggregated linking relationships to determine the importance of each node. The importance of each node may be propagated to pages associated with that node. For each page, the importance of that page and the importance of the node associated with the page are used to calculate the page importance ranking.

    摘要翻译： 所描述的系统，方法和数据结构针对分级考虑对网页排序。 万维网的层次结构和链接关系用于为Web搜索提供页面重要性排名。 链接关系在每个分层结构中聚合到高级节点。 对聚合的链接关系执行链接图分析，以确定每个节点的重要性。 每个节点的重要性可以传播到与该节点相关联的页面。 对于每个页面，使用该页面的重要性和与页面相关联的节点的重要性来计算页面重要性排名。

    Method and system for ranking objects based on intra-type and inter-type relationships
    47.
    发明申请
    Method and system for ranking objects based on intra-type and inter-type relationships 失效
    基于内部类型和类型间关系对对象进行排序的方法和系统

    公开(公告)号：US20050256832A1

    公开(公告)日：2005-11-17

    申请号：US10846835

    申请日：2004-05-14

    申请人： Benyu Zhang ,  Hua-Jun Zeng ,  Wei-Ying Ma ,  Wensi Xi ,  Zheng Chen

    发明人： Benyu Zhang ,  Hua-Jun Zeng ,  Wei-Ying Ma ,  Wensi Xi ,  Zheng Chen

    IPC分类号： G06F17/30 ,  G06F7/00

    CPC分类号： G06F17/30864 ,  G06F17/30882 ,  Y10S707/954 ,  Y10S707/955 ,  Y10S707/962 ,  Y10S707/99942 ,  Y10S707/99943

    摘要： A method and system for ranking objects based on relationships with objects of a different object type is provided. The ranking system defines an equation for each attribute of each type of object. The equations define the attribute values and are based on relationships between the attribute and the attributes associated with the same type of object and different types of objects. The ranking system iteratively calculates the attribute values for the objects using the equations until the attribute values converge on a solution. The ranking system then ranks objects based on attribute values.

    摘要翻译： 提供了一种用于基于与不同对象类型的对象的关系对对象进行排序的方法和系统。 排名系统定义每种类型对象的每个属性的方程。 方程式定义属性值，并且基于属性和与相同类型的对象和不同类型对象相关联的属性之间的关系。 排序系统使用等式迭代地计算对象的属性值，直到属性值收敛于解。 然后，排名系统根据属性值排列对象。

    Method and system for detecting when an outgoing communication contains certain content
    49.
    发明授权
    Method and system for detecting when an outgoing communication contains certain content 有权
    用于检测输出通信何时包含某些内容的方法和系统

    公开(公告)号：US08782805B2

    公开(公告)日：2014-07-15

    申请号：US12510186

    申请日：2009-07-27

    申请人： Benyu Zhang ,  Hua-Jun Zeng ,  Wei-Ying Ma ,  Zheng Chen

    发明人： Benyu Zhang ,  Hua-Jun Zeng ,  Wei-Ying Ma ,  Zheng Chen

    IPC分类号： H04L29/06

    CPC分类号： G06F17/30616 ,  G06F17/30628 ,  G06F17/30678 ,  G06F21/6245 ,  H04L51/12 ,  Y10S707/99933

    摘要： A method and system for detecting whether an outgoing communication contains confidential information or other target information is provided. The detection system is provided with a collection of documents that contain confidential information, referred to as “confidential documents.” When the detection system is provided with an outgoing communication, it compares the content of the outgoing communication to the content of the confidential documents. If the outgoing communication contains confidential information, then the detection system may prevent the outgoing communication from being sent outside the organization. The detection system detects confidential information based on the similarity between the content of an outgoing communication and the content of confidential documents that are known to contain confidential information.

    摘要翻译： 提供一种用于检测输出通信是否包含机密信息或其他目标信息的方法和系统。 该检测系统具有包含被称为“机密文件”的机密信息的文件的集合。当向检测系统提供传出通信时，将传出通信的内容与机密文档的内容进行比较。 如果传出通信包含机密信息，则检测系统可以防止传出通信被发送到组织外部。 检测系统基于传出通信的内容与已知包含机密信息的机密文档的内容之间的相似性来检测机密信息。

    Peer-to-peer advertisement platform
    50.
    发明授权
    Peer-to-peer advertisement platform 有权
    对等广告平台

    公开(公告)号：US08548853B2

    公开(公告)日：2013-10-01

    申请号：US11147247

    申请日：2005-06-08

    申请人： Benyu Zhang ,  Fengping Zeng ,  Hua-Jun Zeng ,  Li Li ,  Tarek Najm ,  Wei-Ying Ma ,  Ying Li ,  Zheng Chen

    发明人： Benyu Zhang ,  Fengping Zeng ,  Hua-Jun Zeng ,  Li Li ,  Tarek Najm ,  Wei-Ying Ma ,  Ying Li ,  Zheng Chen

    IPC分类号： G06Q30/00

    CPC分类号： G06Q30/02 ,  G06Q30/0207 ,  G06Q30/0247 ,  G06Q30/0251

    摘要： A peer-to-peer advertisement platform is provided to ubiquitously promote products or services supplied by advertisers across content-based applications executing on nodes in a peer-to-peer network. The peer-to-peer advertisement platform may include a registration component to register nodes in the peer-to-peer advertising platform, an advertisement submission component to receive advertisement data from the advertisers, and a distribution component to distribute the advertisement data to the nodes registered in the peer-to-peer advertisement platform. The peer-to-peer advertisement platform also includes a money sharing component to reward nodes based on a contribution level assigned to the node. Accordingly, the peer-to-peer advertisement platform stores the advertisement data locally at the plurality of nodes registered in the peer-to-peer advertising platform and shares a portion of the revenue generated from the advertisement data with the nodes registered in the peer-to-peer advertising platform.

    摘要翻译： 提供了一个对等广告平台，无处不在地促进广告商提供的产品或服务，基于在对等网络中的节点上执行的基于内容的应用程序。 点对点广告平台可以包括注册组件以注册对等广告平台中的节点，用于从广告商接收广告数据的广告提交组件以及将广告数据分发到节点的分发组件 注册在对等广告平台。 点对点广告平台还包括基于分配给节点的贡献级别来奖励节点的钱共享组件。 因此，点对点广告平台将广告数据本地存储在登记在对等广告平台中的多个节点处，并且共享从广告数据生成的收入的一部分， 对等广告平台。