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    Real-Time Detection of Emerging Web Search Queries
    3.
    发明申请
    Real-Time Detection of Emerging Web Search Queries 审中-公开
    新兴Web搜索查询的实时检测

    公开(公告)号：US20100306235A1

    公开(公告)日：2010-12-02

    申请号：US12474031

    申请日：2009-05-28

    申请人： Gilad Avraham Mishne

    发明人： Gilad Avraham Mishne

    IPC分类号： G06F17/30 ,  G06N7/02

    CPC分类号： G06F16/951

    摘要： A current query model is constructed representing a first histogram of a first set of counts corresponding to a first set of search queries and a current time interval. One or more historical query models are constructed, each uniquely representing a different second histogram of a different second set of counts corresponding to a different second set of search queries and a different historical time interval. A third search query is received. A first generation probability is calculated for the third search query with respect to the current query model. One or more second generation probabilities are calculated for the third search query with respect to the historical query models. A ratio is calculated based on the first generation probability and the second generation probabilities. The third search query is identified as corresponding to an emerging event if the ratio satisfies a predetermined threshold requirement.

    摘要翻译： 构造当前查询模型，其表示对应于第一组搜索查询和当前时间间隔的第一组计数的第一直方图。 构建一个或多个历史查询模型，每个唯一地表示对应于不同的第二组搜索查询和不同的历史时间间隔的不同的第二组计数的不同的第二直方图。 接收到第三个搜索查询。 针对当前查询模型计算第三搜索查询的第一代概率。 针对历史查询模型针对第三搜索查询计算一个或多个第二代概率。 基于第一代概率和第二代概率计算比率。 如果该比率满足预定的阈值要求，则第三搜索查询被识别为对应于新出现的事件。

    Network resource-specific search assistance
    4.
    发明授权
    Network resource-specific search assistance 有权

    公开(公告)号：US10423672B2

    公开(公告)日：2019-09-24

    申请号：US12897620

    申请日：2010-10-04

    申请人： Gilad Avraham Mishne ,  Umut Ozertem

    发明人： Gilad Avraham Mishne ,  Umut Ozertem

    IPC分类号： G06F7/00 ,  G06F16/951 ,  G06F16/332

    摘要： One embodiment identifies a set of network resources relating to a search query; determines one or more sets of query suggestions for one or more network resources from the set of network resources, respectively, wherein each one of the one or more sets of query suggestions is related to a corresponding one of the one or more network resources; and provides the one or more network resources and the one or more sets of query suggestions in response to the search query, wherein each one of the one or more sets of query suggestions is provided in association with its corresponding one of the one or more network resources.

    Network-Resource-Specific Search Assistance
    5.
    发明申请
    Network-Resource-Specific Search Assistance 有权
    网络资源特定搜索协助

    公开(公告)号：US20120084297A1

    公开(公告)日：2012-04-05

    申请号：US12897620

    申请日：2010-10-04

    申请人： Gilad Avraham Mishne ,  Umut Ozertem

    发明人： Gilad Avraham Mishne ,  Umut Ozertem

    IPC分类号： G06F17/30

    摘要： One embodiment identifies a set of network resources relating to a search query; determines one or more sets of query suggestions for one or more network resources from the set of network resources, respectively, wherein each one of the one or more sets of query suggestions is related to a corresponding one of the one or more network resources; and provides the one or more network resources and the one or more sets of query suggestions in response to the search query, wherein each one of the one or more sets of query suggestions is provided in association with its corresponding one of the one or more network resources.

    摘要翻译： 一个实施例识别与搜索查询有关的一组网络资源; 从所述一组网络资源中分别确定一个或多个网络资源的一组或多组查询建议，其中所述一组或多组查询建议中的每一个与所述一个或多个网络资源中的相应一个相关联; 并且响应于所述搜索查询提供所述一个或多个网络资源和所述一组或多组查询建议，其中所述一组或多组查询建议中的每一个与其一个或多个网络中的对应的一个或多个网络相关联地提供 资源。