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公开(公告)号：US08650173B2
公开(公告)日：2014-02-11
申请号：US12821134
申请日：2010-06-23
IPC分类号： G06F7/00
CPC分类号： G06F17/3089
摘要： Technologies are described herein for placing search results on a search engine results page (SERP). A query may be received. The query may be transmitted to a plurality of search result providers. A first set of search results and a second set of search results may be received from the search result providers. Intent features may be extracted from the first set of search results. User intent of the second set of search results may be inferred based on the extracted intent features. The first set of search results and the second set of search results may be ranked based on the inferred user intent. The SERP may be rendered according to the ranked first set and second set of search results.
摘要翻译： 这里描述了将搜索结果放置在搜索引擎结果页（SERP）上的技术。 可能会收到查询。 查询可以被发送到多个搜索结果提供者。 可以从搜索结果提供者接收第一组搜索结果和第二组搜索结果。 可以从第一组搜索结果中提取意图特征。 可以基于提取的意图特征来推断第二组搜索结果的用户意图。 第一组搜索结果和第二组搜索结果可以基于推断的用户意图进行排名。 可以根据排名的第一组和第二组搜索结果呈现SERP。
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公开(公告)号：US20110320440A1
公开(公告)日：2011-12-29
申请号：US12821134
申请日：2010-06-23
IPC分类号： G06F17/30
CPC分类号： G06F17/3089
摘要： Technologies are described herein for placing search results on a search engine results page (SERP). A query may be received. The query may be transmitted to a plurality of search result providers. A first set of search results and a second set of search results may be received from the search result providers. Intent features may be extracted from the first set of search results. User intent of the second set of search results may be inferred based on the extracted intent features. The first set of search results and the second set of search results may be ranked based on the inferred user intent. The SERP may be rendered according to the ranked first set and second set of search results.
摘要翻译： 这里描述了将搜索结果放置在搜索引擎结果页（SERP）上的技术。 可能会收到查询。 查询可以被发送到多个搜索结果提供者。 可以从搜索结果提供者接收第一组搜索结果和第二组搜索结果。 可以从第一组搜索结果中提取意图特征。 可以基于提取的意图特征来推断第二组搜索结果的用户意图。 第一组搜索结果和第二组搜索结果可以基于推断的用户意图进行排名。 可以根据排名的第一组和第二组搜索结果呈现SERP。
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公开(公告)号：US09335883B2
公开(公告)日：2016-05-10
申请号：US13228104
申请日：2011-09-08
CPC分类号： G06F3/048 , G06F17/30864
摘要： Computer-readable media, computer systems, and computing devices for facilitating presentation of search result items having varying prominence is provided. The method includes referencing a search result item to be presented within a search results page in response to a search query. Thereafter, a determination is made that a size prominence of the search result item is to be modified. Such a determination can be based on a result attribute(s) associated with the search result item and a result attribute(s) associated with other search result items within the search results page. The size of the search result item is adjusted in accordance with the determination that the size prominence of the search result item is to be modified.
摘要翻译： 提供了计算机可读介质，计算机系统和用于便于呈现具有不同突出性的搜索结果项目的计算设备。 该方法包括响应于搜索查询引用要在搜索结果页面中呈现的搜索结果项目。 此后，确定要修改搜索结果项目的大小突出部分。 这样的确定可以基于与搜索结果项目相关联的结果属性和与搜索结果页面内的其他搜索结果项目相关联的结果属性。 根据要修改搜索结果项目的大小突出的确定来调整搜索结果项目的大小。
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公开(公告)号：US08805750B2
公开(公告)日：2014-08-12
申请号：US12641531
申请日：2009-12-18
申请人： Peter Bailey , Liwei Chen , Sanaz Ahari , Nipoon Malhotra
发明人： Peter Bailey , Liwei Chen , Sanaz Ahari , Nipoon Malhotra
IPC分类号： G06F15/18
CPC分类号： G06Q30/02
摘要： Computer-readable media, computer systems, and computing devices facilitate providing a comparison experience to a user in response to a search query. Upon receiving a search query from the user, entities are extracted from the query. The entities are associated with entity classes. The entities, entity classes, previous user behavior, and other information are used to infer whether the user likely is engaging in a comparison task. If the inference indicates that the user likely is engaging in a comparison task, a comparison experience is generated and access to the comparison experience is provided to the user.
摘要翻译： 计算机可读介质，计算机系统和计算设备有助于响应于搜索查询向用户提供比较体验。 在从用户接收到搜索查询时，从查询中提取实体。 实体与实体类相关联。 实体，实体类，先前的用户行为和其他信息用于推断用户是否可能参与比较任务。 如果推理指示用户可能正在参与比较任务，则生成比较体验，并且向用户提供对比较体验的访问。
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公开(公告)号：US08543592B2
公开(公告)日：2013-09-24
申请号：US12696938
申请日：2010-01-29
申请人： Nitin Agrawal , Tabreez Govani , Jamie P. Buckley , Michael Maxwell Cameron , Liwei Chen , Hugh Evan Williams , Sanaz Ahari , Yang Yang Zhang , Srinath Reddy Aaleti
发明人： Nitin Agrawal , Tabreez Govani , Jamie P. Buckley , Michael Maxwell Cameron , Liwei Chen , Hugh Evan Williams , Sanaz Ahari , Yang Yang Zhang , Srinath Reddy Aaleti
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/30876 , G06F17/30887
摘要： Methods, computer-storage media, and graphical user interfaces are provided for identifying and presenting rich related sites for task-oriented search queries. Upon receipt of a search query input by a user, one or more query logs are analyzed to determine if the search query is a related to a task being performed by the user. If the query is determined to be a task-oriented search query, search results are identified, as is one or more Uniform Resource Locators (URLs) related to a particular search result. The related URL is presented to the user in association with the particular search result. Additional controls, e.g., search tools that facilitate querying of those URLs determined to be relevant to a particular search result, may also be provided to aid the user in performing the task at hand.
摘要翻译： 提供了方法，计算机存储介质和图形用户界面，用于识别和呈现用于面向任务的搜索查询的富相关站点。 在接收到用户输入的搜索查询后，分析一个或多个查询日志以确定搜索查询是否与由用户正在执行的任务相关。 如果查询被确定为面向任务的搜索查询，则识别搜索结果，以及与特定搜索结果相关的一个或多个统一资源定位符（URL）。 将相关的URL与特定的搜索结果相关联地呈现给用户。 还可以提供额外的控件，例如便于查询确定为与特定搜索结果相关的那些URL的搜索工具，以帮助用户执行手头的任务。
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公开(公告)号：US08719246B2
公开(公告)日：2014-05-06
申请号：US12824879
申请日：2010-06-28
申请人： Robert Williams , Nitin Agrawal , Farid Hosseini , Sanaz Ahari , Maxim Stepin , Jason Bolla , Bo-June Hsu
发明人： Robert Williams , Nitin Agrawal , Farid Hosseini , Sanaz Ahari , Maxim Stepin , Jason Bolla , Bo-June Hsu
CPC分类号： G06F17/30864 , G06F17/3064
摘要： The present invention is directed to presenting a suggested search query. Responsive to receiving a user-devised search parameter, a suggested search query is identified. The user-devised search parameter might have been previously received by a search system, or alternatively, might be a unique query that has not been previously received. A suggested search query might be generated using various techniques, such as by applying an n-gram language model. A classification of the suggested search query is determined, and the suggested search query is presented together with a visual indicator, which signifies the classification.
摘要翻译： 本发明旨在呈现建议的搜索查询。 响应于接收用户设计的搜索参数，识别出建议的搜索查询。 用户设计的搜索参数可能先前已经被搜索系统接收，或者可以是先前未被接收到的唯一查询。 可以使用各种技术来生成建议的搜索查询，例如通过应用n-gram语言模型。 确定建议的搜索查询的分类，并将建议的搜索查询与视觉指示符一起呈现，这意味着分类。
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公开(公告)号：US08150841B2
公开(公告)日：2012-04-03
申请号：US12690184
申请日：2010-01-20
申请人： Christopher Avery Meyers , Gopi Prashanth Gopal , Andrew Peter Oakley , Nitin Agrawal , Nicholas Eric Craswell , Milad Shokouhi , Derrick Leslie Connell , Sanaz Ahari , Neil Bruce Sharman , Gaurav Sareen , Hugh Evan Williams , Jay Kumar Goyal
发明人： Christopher Avery Meyers , Gopi Prashanth Gopal , Andrew Peter Oakley , Nitin Agrawal , Nicholas Eric Craswell , Milad Shokouhi , Derrick Leslie Connell , Sanaz Ahari , Neil Bruce Sharman , Gaurav Sareen , Hugh Evan Williams , Jay Kumar Goyal
CPC分类号： G06F17/30448 , G06Q30/0254
摘要： Methods, systems, and media are provided for identifying and clustering queries that are rising in popularity. Resultant clustered queries can be compared to other stored queries using textual and temporal correlations. Fresh indices containing information and results from recently crawled content sources are searched to obtain the most recent query activity. Historical indices are also searched to obtain temporally correlated information and results that match the clustered query stream. A weighted average acceleration of a spike can be calculated to distinguish between a legitimate spike and a non-legitimate spike. Legitimate clusters are combined with other stored clusters and presented as grouped content results to a user output device.
摘要翻译： 提供了方法，系统和媒体，用于识别和聚集正在日益普及的查询。 可以使用文本和时间相关性将所产生的聚类查询与其他存储的查询进行比较。 搜索包含最近爬取的内容源的信息和结果的新索引以获取最近的查询活动。 还搜索历史索引以获得与聚集查询流匹配的时间相关信息和结果。 可以计算穗的加权平均加速度，以区分合法穗和非合法穗。 合法集群与其他存储的集群组合，并以分组的内容结果呈现给用户输出设备。
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公开(公告)号：US09158846B2
公开(公告)日：2015-10-13
申请号：US12813390
申请日：2010-06-10
申请人： Filip Radlinski , Nick Craswell , Bodo Billerbeck , Milad Shokouhi , Sanaz Ahari , Nitin Agrawal , Timothy Hoad , Song Zhou , Muhammad Aatif Awan
发明人： Filip Radlinski , Nick Craswell , Bodo Billerbeck , Milad Shokouhi , Sanaz Ahari , Nitin Agrawal , Timothy Hoad , Song Zhou , Muhammad Aatif Awan
CPC分类号： G06F17/3053 , G06F17/30477 , G06F17/30554 , G06F17/30864 , G06F17/30867
摘要： A system and method are provided for detecting entity information contained within search results. The detected entity information can be used to determine a category of entity as well as a specific entity within the search results. Entity information can be extracted from the documents associated with the search results. This information can be used as part of the information for an entity card, which can be displayed to a user in conjunction with and/or in place of the search results.
摘要翻译： 提供了一种用于检测搜索结果中包含的实体信息的系统和方法。 检测到的实体信息可用于确定搜索结果内的实体类别以及特定实体。 可以从与搜索结果相关联的文档中提取实体信息。 该信息可以用作实体卡的信息的一部分，其可以结合使用和/或代替搜索结果显示给用户。
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公开(公告)号：US20110320470A1
公开(公告)日：2011-12-29
申请号：US12824879
申请日：2010-06-28
申请人： ROBERT WILLIAMS , Nitin Agrawal , Farid Hosseini , Sanaz Ahari , Maxim Stepin , Jason Bolla , Bo-June Hsu
发明人： ROBERT WILLIAMS , Nitin Agrawal , Farid Hosseini , Sanaz Ahari , Maxim Stepin , Jason Bolla , Bo-June Hsu
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/3064
摘要： The present invention is directed to presenting a suggested search query. Responsive to receiving a user-devised search parameter, a suggested search query is identified. The user-devised search parameter might have been previously received by a search system, or alternatively, might be a unique query that has not been previously received. A suggested search query might be generated using various techniques, such as by applying an n-gram language model. A classification of the suggested search query is determined, and the suggested search query is presented together with a visual indicator, which signifies the classification.
摘要翻译： 本发明旨在呈现建议的搜索查询。 响应于接收用户设计的搜索参数，识别出建议的搜索查询。 用户设计的搜索参数可能先前已经被搜索系统接收，或者可以是先前未被接收到的唯一查询。 可以使用各种技术来生成建议的搜索查询，例如通过应用n-gram语言模型。 确定建议的搜索查询的分类，并将建议的搜索查询与视觉指示符一起呈现，这意味着分类。
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公开(公告)号：US09405856B2
公开(公告)日：2016-08-02
申请号：US13341271
申请日：2011-12-30
申请人： Daniel Marantz , Brian Whalen MacDonald , Jeffrey R. Kelleran , Derrick L. Connell , Samir Shiraz Pradhan , Sanaz Ahari
发明人： Daniel Marantz , Brian Whalen MacDonald , Jeffrey R. Kelleran , Derrick L. Connell , Samir Shiraz Pradhan , Sanaz Ahari
IPC分类号： G06F17/30
CPC分类号： G06F17/3097 , G06F17/30389 , G06F17/30463 , G06F17/30864
摘要： Systems, methods, and computer-readable storage media for providing task-oriented query-completion suggestions are provided. A portion of a search query is received, for instance, via a query-input region or search box presented in association with a general web search domain. As the portion of the search query is received, it is determined that the received search query portion is suggestive of a task-oriented user intent. Also determined are query-completion suggestions that are associated with the task-oriented user intent of which the search query portion is suggestive. The determined query-completion suggestions are then provided to the user. As query-completion suggestions are surfaced with input of short character sequences that are associated with task-oriented user intents, users can quickly be provided the relevant, rich content for completing their intended tasks.
摘要翻译： 提供了用于提供面向任务的查询完成建议的系统，方法和计算机可读存储介质。 例如，通过与一般网页搜索域相关联地呈现的查询输入区域或搜索框来接收搜索查询的一部分。 当接收到搜索查询的部分时，确定所接收的搜索查询部分暗示着面向任务的用户意图。 还确定了与搜索查询部分暗示的面向任务的用户意图相关联的查询完成建议。 然后将确定的查询完成建议提供给用户。 由于与面向任务的用户意图相关联的短字符序列的输入显示查询完成建议，用户可以快速提供相关的丰富内容，以完成其预期任务。
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