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21. 发明申请

US20090313286A1 GENERATING TRAINING DATA FROM CLICK LOGS 审中-公开
标题翻译：从点击记录生成培训数据
公开(公告)号：US20090313286A1
公开(公告)日：2009-12-17
申请号：US12140272
申请日：2008-06-17
申请人： Nina Mishra , Rakesh Agrawal , Sreenivas Gollapudi , Alan Halverson , Krishnaram N. G. Kenthapadi , Rina Panigrahy , John C. Shafer , Panayiotis Tsaparas
发明人： Nina Mishra , Rakesh Agrawal , Sreenivas Gollapudi , Alan Halverson , Krishnaram N. G. Kenthapadi , Rina Panigrahy , John C. Shafer , Panayiotis Tsaparas
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F16/9535
摘要： Data from a click log may be used to generate training data for a search engine. The pages clicked as well as the pages skipped by a user may be used to assess the relevance of a page to a query. Labels for training data may be generated based on data from the click log. The labels may pertain to the relevance of a page to a query.
摘要翻译：来自点击日志的数据可用于生成搜索引擎的训练数据。可以使用点击的页面以及用户跳过的页面来评估页面与查询的相关性。可以根据点击日志的数据生成训练数据的标签。标签可能与页面与查询的相关性有关。

22. 发明授权

US07380177B2 Method and system for comparing individual computers to cluster representations of their peers 有权
标题翻译：将各个计算机与对等体的聚类表示进行比较的方法和系统
公开(公告)号：US07380177B2
公开(公告)日：2008-05-27
申请号：US10876814
申请日：2004-06-25
申请人： Todd Mitchell Goin , Randall Bruce Campbell , James Richard Stinger , Thomas Elliott Fawcett , Douglas William Steele , Nina Mishra , Henri Jacques Suermondt
发明人： Todd Mitchell Goin , Randall Bruce Campbell , James Richard Stinger , Thomas Elliott Fawcett , Douglas William Steele , Nina Mishra , Henri Jacques Suermondt
IPC分类号： G06F11/00
CPC分类号： G06F11/3495 , G06F11/0709 , G06F11/0751 , G06F11/3447 , G06F2201/86 , G06F2201/865
摘要： The present invention is a system or method for assisting in the maintenance and servicing of computers. The system, for example, comprises a cluster database containing information relating to one or more computer clusters, the information relating to each cluster comprising one or more cluster descriptions and one or more representations of configuration information values that characterize typical computer members of the cluster, and also a tracker database containing configuration information values gathered from and relating to one or more computers. The system further comprises a computer and cluster comparison routine having access to the cluster and tracker databases that compares one or more of the representations of configuration information values relating to one or more of the clusters to one or more of the corresponding configuration information values gathered from at least one given computer and that then indicates how closely the given computer's configuration conforms with the configuration of typical computer members of the one or more clusters.
摘要翻译：本发明是一种用于协助维护和维修计算机的系统或方法。该系统例如包括包含与一个或多个计算机集群有关的信息的集群数据库，与每个集群有关的信息包括一个或多个集群描述和表征集群的典型计算机成员的配置信息值的一个或多个表示，以及包含从一个或多个计算机收集并与之相关的配置信息值的跟踪器数据库。该系统还包括具有访问集群的计算机和集群比较例程和跟踪器数据库，其将与一个或多个集群相关的配置信息值的一个或多个表示与从一个或多个集群中收集的相应配置信息值中的一个或多个进行比较至少一个给定的计算机，然后指示给定计算机的配置与一个或多个集群的典型计算机构件的配置相符合。

23. 发明申请

US20060095378A1 System and method for determining an element value in private datasets 有权
标题翻译：用于确定私有数据集中元素值的系统和方法
公开(公告)号：US20060095378A1
公开(公告)日：2006-05-04
申请号：US10976558
申请日：2004-10-29
申请人： Gagan Aggarwal , Nina Mishra , Binyamin Pinkas
发明人： Gagan Aggarwal , Nina Mishra , Binyamin Pinkas
IPC分类号： G06Q99/00
CPC分类号： G06F17/30536 , G06Q10/04
摘要： A system and method is disclosed for determining a value of an element, having a k-th rank. The method discloses: calculating a total number of elements in a first and second dataset; prohibiting parties from accessing each other's dataset; ranking the elements within each dataset; computing a total number of elements in the datasets each having a value less than a test value; computing a total number of elements in the datasets each having a value greater than the test value; and setting the value of the element, having the k-th rank, equal to the test value, if the total number of elements having values less than the test value is ≦ the k-th rank minus one, and the total number of elements having values greater than the test value is ≦ the total number of elements minus the k-th rank. The system discloses means for practicing the method.
摘要翻译：公开了一种用于确定具有第k等级的元素的值的系统和方法。该方法公开：计算第一和第二数据集中的元素的总数; 禁止各方访问对方的数据集; 排列每个数据集中的元素; 计算每个具有小于测试值的值的数据集中的元素的总数; 计算每个具有大于测试值的值的数据集中的元素的总数; 并且如果具有小于测试值的值的元素的总数为<=第k个等级减去1，则将具有第k个等级的元素的值设置为等于测试值具有大于测试值的值的元素是<=元素的总数减去第k个等级。该系统公开了实施该方法的手段。

24. 发明申请

US20050289071A1 Method and system for clustering computers into peer groups and comparing individual computers to their peers 有权
标题翻译：将计算机集群到对等组中并将各个计算机与其对等体进行比较的方法和系统
公开(公告)号：US20050289071A1
公开(公告)日：2005-12-29
申请号：US10876865
申请日：2004-06-25
申请人： Todd Goin , Randall Campbell , James Stinger , Thomas Fawcett , Douglas Steele , Nina Mishra , Henri Suermondt
发明人： Todd Goin , Randall Campbell , James Stinger , Thomas Fawcett , Douglas Steele , Nina Mishra , Henri Suermondt
IPC分类号： H04K1/00
CPC分类号： G06F11/008
摘要： A method and system for identifying clusters of similarly-configured computers. The method, for example, comprises gathering system and business configuration information values from a set of computers. Next, at least a portion of the system and business configuration information values gathered from the set of computers is analyzed along with the numbers of computers that are configured in various ways. Then, using the result of the analysis as a guide, logical expressions of configuration information values are selected for use as definitions of one or more clusters of similarly-configured computers, the selection process generally maximizing the number of computers included within each cluster and also generally maximizing the number of configuration information value specifications included within the definition of each cluster. Then, for one or more clusters so defined and selected, one or more statistics or limit values are generated from one or more configuration information values or both gathered from the subset of computers included in the one or more clusters.
摘要翻译：用于识别类似配置的计算机的群集的方法和系统。该方法例如包括从一组计算机收集系统和业务配置信息值。接下来，分析从该组计算机收集的系统和业务配置信息值的至少一部分以及以各种方式配置的计算机的数量。然后，使用分析结果作为指导，选择配置信息值的逻辑表达式用作一个或多个类似配置的计算机的集群的定义，所述选择过程通常最大化包括在每个集群内的计算机的数量，并且还通常最大化每个集群定义中包含的配置信息值规范的数量。然后，对于如此定义和选择的一个或多个集群，从一个或多个配置信息值或从包含在一个或多个集群中的计算机子集收集的二者生成一个或多个统计值或限制值。

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