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公开(公告)号：US20120226661A1
公开(公告)日：2012-09-06
申请号：US13040261
申请日：2011-03-03
申请人： Krishnaram N. G. Kenthapadi , Shuai Ding , Sreenivas Gollapudi , Samuel Ieong , Alexandros Ntoulas
发明人： Krishnaram N. G. Kenthapadi , Shuai Ding , Sreenivas Gollapudi , Samuel Ieong , Alexandros Ntoulas
IPC分类号： G06F17/30
CPC分类号： G06F17/30017 , G06F17/30864
摘要： Documents are replicated among servers comprising a search engine based on the value of each document by approximating its value as one of the top search results for one or more exemplary queries. Documents are allocated among servers comprising a search engine by calculating a relevance value for each document and then distributing the documents evenly to the servers. A subset of servers are selected from among a plurality of servers comprising a search engine using term-based, server-specific histograms reflecting the number of instances of the term in each document allocated to each server, and then selecting servers to service a query based on the documents on those servers.
摘要翻译： 文档在包含基于每个文档的值的搜索引擎的服务器之间通过将其值近似作为一个或多个示例性查询的顶部搜索结果之一来复制。 通过计算每个文档的相关性值，然后将文档均匀地分发到服务器，在包含搜索引擎的服务器之间分配文档。 从包括使用基于术语的服务器特定直方图的搜索引擎的多个服务器中选择服务器的子集，所述服务器特定的直方图反映分配给每个服务器的每个文档中的术语的实例的数量，然后选择服务于基于查询的服务器 在这些服务器上的文档上。
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公开(公告)号：US08458130B2
公开(公告)日：2013-06-04
申请号：US13040261
申请日：2011-03-03
申请人： Krishnaram N. G. Kenthapadi , Shuai Ding , Sreenivas Gollapudi , Samuel Ieong , Alexandros Ntoulas
发明人： Krishnaram N. G. Kenthapadi , Shuai Ding , Sreenivas Gollapudi , Samuel Ieong , Alexandros Ntoulas
IPC分类号： G06F17/30
CPC分类号： G06F17/30017 , G06F17/30864
摘要： Documents are replicated among servers comprising a search engine based on the value of each document by approximating its value as one of the top search results for one or more exemplary queries. Documents are allocated among servers comprising a search engine by calculating a relevance value for each document and then distributing the documents evenly to the servers. A subset of servers are selected from among a plurality of servers comprising a search engine using term-based, server-specific histograms reflecting the number of instances of the term in each document allocated to each server, and then selecting servers to service a query based on the documents on those servers.
摘要翻译： 文档在包含基于每个文档的值的搜索引擎的服务器之间通过将其值近似作为一个或多个示例性查询的顶部搜索结果之一来复制。 通过计算每个文档的相关性值，然后将文档均匀地分发到服务器，在包含搜索引擎的服务器之间分配文档。 从包括使用基于术语的服务器特定直方图的搜索引擎的多个服务器中选择服务器的子集，所述服务器特定的直方图反映分配给每个服务器的每个文档中的术语的实例的数量，然后选择服务于基于查询的服务器 在这些服务器上的文档上。
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公开(公告)号：US20110307517A1
公开(公告)日：2011-12-15
申请号：US12796678
申请日：2010-06-09
申请人： Alexandros Ntoulas , Sreenivas Gollapudi , Samuel Ieong , Stelios Paparizos , John Christopher Shafer
发明人： Alexandros Ntoulas , Sreenivas Gollapudi , Samuel Ieong , Stelios Paparizos , John Christopher Shafer
IPC分类号： G06F17/30
CPC分类号： G06F17/30451 , G06F17/30861 , G06F17/30864
摘要： A structured query may specify attribute values for attributes. An estimate of the number of items that will match the structured query if it is applied to a structured database is determined. If the estimated number of items is below a threshold, the structured query may be relaxed to form new candidate structured queries. The number of candidate queries may be determined based on a desired running time. Each of the candidate structured queries may be determined by changing one or more attribute values of the attributes of the structured query. Estimates of the number of items each of the candidate structured queries will match is determined, and the candidate structured query that has the highest matching estimation is used to query the database. The matching results may be output.
摘要翻译： 结构化查询可以指定属性的属性值。 确定将结构化查询与应用于结构化数据库时匹配的项目数量的估计。 如果估计的项目数量低于阈值，则可以放宽结构化查询以形成新的候选结构化查询。 可以基于期望的运行时间来确定候选查询的数量。 可以通过改变结构化查询的属性的一个或多个属性值来确定每个候选结构化查询。 确定每个候选结构化查询将匹配的项目的数量的估计，并且使用具有最高匹配估计的候选结构化查询来查询数据库。 可以输出匹配结果。
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公开(公告)号：US09158813B2
公开(公告)日：2015-10-13
申请号：US12796678
申请日：2010-06-09
申请人： Alexandros Ntoulas , Sreenivas Gollapudi , Samuel Ieong , Stelios Paparizos , John Christopher Shafer
发明人： Alexandros Ntoulas , Sreenivas Gollapudi , Samuel Ieong , Stelios Paparizos , John Christopher Shafer
IPC分类号： G06F17/30
CPC分类号： G06F17/30451 , G06F17/30861 , G06F17/30864
摘要： A structured query may specify attribute values for attributes. An estimate of the number of items that will match the structured query if it is applied to a structured database is determined. If the estimated number of items is below a threshold, the structured query may be relaxed to form new candidate structured queries. The number of candidate queries may be determined based on a desired running time. Each of the candidate structured queries may be determined by changing one or more attribute values of the attributes of the structured query. Estimates of the number of items each of the candidate structured queries will match is determined, and the candidate structured query that has the highest matching estimation is used to query the database. The matching results may be output.
摘要翻译： 结构化查询可以指定属性的属性值。 确定将结构化查询与应用于结构化数据库时匹配的项目数量的估计。 如果估计的项目数量低于阈值，则可以放宽结构化查询以形成新的候选结构化查询。 可以基于期望的运行时间来确定候选查询的数量。 可以通过改变结构化查询的属性的一个或多个属性值来确定每个候选结构化查询。 确定每个候选结构化查询将匹配的项目的数量的估计，并且使用具有最高匹配估计的候选结构化查询来查询数据库。 可以输出匹配结果。
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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
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。
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公开(公告)号：US20110314012A1
公开(公告)日：2011-12-22
申请号：US12816389
申请日：2010-06-16
IPC分类号： G06F17/30
CPC分类号： G06F17/30979
摘要： A tree structure has a node associated with each category of a hierarchy of item categories. Child nodes of the tree are associated with sub-categories of the categories associated with parent nodes. Training data including received queries and indicators of a selected item category for each received query is combined with the tree structure by associating each query with the node corresponding to the selected category of the query. When a query is received, a classifier is applied to the nodes to generate a probability that the query is intended to match an item of the category associated with the node. The classifier is applied until the probability is below a threshold. One or more categories associated with the nodes that are closest to the intent of the received query are selected and indicators of items of those categories that match the received query are output.
摘要翻译： 树结构具有与项目类别的层次结构的每个类别相关联的节点。 树的子节点与与父节点相关联的类别的子类别相关联。 通过将每个查询与对应于所选择的查询类别的节点相关联，将包括接收到的查询和针对每个接收到的查询的所选项目类别的指示符的训练数据与树结构组合。 当接收到查询时，分类器被应用于节点以产生查询旨在匹配与节点相关联的类别的项目的概率。 应用分类器直到概率低于阈值。 选择与接收到的查询的意图最接近的节点相关联的一个或多个类别，并输出与接收到的查询匹配的那些类别的项目的指示符。
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公开(公告)号：US08612432B2
公开(公告)日：2013-12-17
申请号：US12816389
申请日：2010-06-16
CPC分类号： G06F17/30979
摘要： A tree structure has a node associated with each category of a hierarchy of item categories. Child nodes of the tree are associated with sub-categories of the categories associated with parent nodes. Training data including received queries and indicators of a selected item category for each received query is combined with the tree structure by associating each query with the node corresponding to the selected category of the query. When a query is received, a classifier is applied to the nodes to generate a probability that the query is intended to match an item of the category associated with the node. The classifier is applied until the probability is below a threshold. One or more categories associated with the nodes that are closest to the intent of the received query are selected and indicators of items of those categories that match the received query are output.
摘要翻译： 树结构具有与项目类别的层次结构的每个类别相关联的节点。 树的子节点与与父节点相关联的类别的子类别相关联。 通过将每个查询与对应于所选择的查询类别的节点相关联，将包括接收到的查询和针对每个接收到的查询的所选项目类别的指示符的训练数据与树结构组合。 当接收到查询时，分类器被应用于节点以产生查询旨在匹配与节点相关联的类别的项目的概率。 应用分类器直到概率低于阈值。 选择与接收到的查询的意图最接近的节点相关联的一个或多个类别，并输出与接收到的查询匹配的那些类别的项目的指示符。
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公开(公告)号：US08086631B2
公开(公告)日：2011-12-27
申请号：US12334257
申请日：2008-12-12
CPC分类号： G06F17/30864
摘要： Methods, apparatus, and systems directed to receiving search queries, retrieving documents, computing the number of categories to present for a given query, computing the number of results to show in each category, computing an ordering of categories, and for all the result pages beyond the first page employing user interface elements that optionally allow the user to quickly zoom in on a specific category and get more results belonging to that category.
摘要翻译： 用于接收搜索查询，检索文档，计算给定查询呈现的类别数量的方法，装置和系统，计算在每个类别中显示的结果的数量，计算类别的顺序以及针对所有结果页面 在第一页之外，使用用户界面元素，其可选地允许用户快速放大特定类别并获得属于该类别的更多结果。
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公开(公告)号：US08250092B2
公开(公告)日：2012-08-21
申请号：US13329574
申请日：2011-12-19
CPC分类号： G06F17/30864
摘要： Methods, apparatus, and systems directed to receiving search queries, retrieving documents, computing the number of categories to present for a given query, computing the number of results to show in each category, computing an ordering of categories, and for all the result pages beyond the first page employing user interface elements that optionally allow the user to quickly zoom in on a specific category and get more results belonging to that category.
摘要翻译： 用于接收搜索查询，检索文档，计算给定查询呈现的类别数量的方法，装置和系统，计算在每个类别中显示的结果的数量，计算类别的顺序以及针对所有结果页面 在第一页之外，使用用户界面元素，其可选地允许用户快速放大特定类别并获得属于该类别的更多结果。
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公开(公告)号：US09176772B2
公开(公告)日：2015-11-03
申请号：US11057043
申请日：2005-02-11
CPC分类号： G06F9/4856 , G06F17/30289
摘要： A session established for an application is suspended from an instance and later resumed on the server or a different server. When a session is suspended, its state is captured and persistently stored as a session image in a data repository, and the session is terminated. When the session is resumed, a new session is established on an instance, the session image of the session to resume is retrieved from the repository and restored to the newly established session. The suspension and resumption of a session may be initiated by an application, which may request the suspension and resumption of a session.
摘要翻译： 为应用程序建立的会话从一个实例中暂停，然后在服务器或不同的服务器上恢复。 当会话被暂停时，其状态被捕获并持久存储为数据存储库中的会话映像，并且会话终止。 当会话恢复时，在一个实例上建立一个新的会话，从存储库中检索要恢复的会话的会话映像并恢复到新建立的会话。 暂停和恢复会议可由申请人启动，申请可能要求暂停和恢复会议。
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