公开(公告)号：US08868567B2

公开(公告)日：2014-10-21

申请号：US13019696

申请日：2011-02-02

申请人： Girish Kumar ,  Alfian Tan ,  Nicholas Eric Craswell

发明人： Girish Kumar ,  Alfian Tan ,  Nicholas Eric Craswell

IPC分类号： G06F17/30 ,  G06F17/27

CPC分类号： G06F17/2785 ,  G06F17/279 ,  G06F17/3053 ,  G06F17/30684

摘要： Subject matter described herein is related to determining a document score, which suggests a relevance of a document (e.g., webpage) to a search query. For example, a search query is received that is comprised of one or more terms, which represent a subject. An equivalent subject is identified that is semantically similar to the subject. The document score is determined by accounting for both a subject frequency and an equivalent-subject frequency.

摘要翻译： 本文描述的主题涉及确定文档分数，其提示文档（例如，网页）与搜索查询的相关性。 例如，接收到由表示主题的一个或多个术语组成的搜索查询。 识别与受试者语义相似的等同主题。 通过计算主体频率和等效对象频率来确定文档得分。

公开(公告)号：US09251185B2

公开(公告)日：2016-02-02

申请号：US12969140

申请日：2010-12-15

申请人： Girish Kumar ,  Sanaz Ahari ,  Farid Hosseini ,  Nazan Khan ,  Ahmad Abdulkader ,  Ankur Gupta ,  Giridhar Kumaran ,  Vijay Nair

发明人： Girish Kumar ,  Sanaz Ahari ,  Farid Hosseini ,  Nazan Khan ,  Ahmad Abdulkader ,  Ankur Gupta ,  Giridhar Kumaran ,  Vijay Nair

IPC分类号： G06F7/00 ,  G06F17/30

CPC分类号： G06F17/30303

摘要： Computer-readable media, computer systems, and computing methods are provided for classifying search results as either of good quality or of poor quality. Initially, a portion of the search results, such as the highest ranked documents, are selected for evaluation. A level of quality for each of the selected search results is determined using a classification process that includes the following steps: targeting features demonstrated by the selected search results to be evaluated; evaluating the selected features to generate a level-of-quality score for each of the selected search results; comparing the score against a predefined threshold value; and, based on the comparison, assigning each of the selected search results an absolute measurement. The absolute measurement indicates poor quality when the score is less than the threshold value. Upon recognizing that the selected search results are of poor quality, automatically executing a corrective action that reformulates the issued search query.

摘要翻译： 提供计算机可读介质，计算机系统和计算方法，用于将搜索结果分类为质量好或品质差。 最初，选择搜索结果的一部分，例如最高排名的文档进行评估。 使用包括以下步骤的分类处理来确定每个所选择的搜索结果的质量水平：针对要被评估的所选择的搜索结果演示的目标特征; 评估所选择的特征以为每个所选择的搜索结果生成质量等级; 将分数与预定义的阈值进行比较; 并且基于比较，将所选择的搜索结果中的每一个分配给绝对测量。 当分数小于阈值时，绝对测量值表示质量差。 在识别出所选择的搜索结果质量差的情况下，自动执行重新发布的搜索查询的纠正措施。

公开(公告)号：US07680778B2

公开(公告)日：2010-03-16

申请号：US11625076

申请日：2007-01-19

申请人： Bhuvan Middha ,  Girish Kumar ,  Gaurav Sareen ,  Janine Crumb ,  Jason Douglas ,  Silviu Petru Cucerzan

发明人： Bhuvan Middha ,  Girish Kumar ,  Gaurav Sareen ,  Janine Crumb ,  Jason Douglas ,  Silviu Petru Cucerzan

IPC分类号： G06F7/00

CPC分类号： G06F17/3064 ,  Y10S707/99933

摘要： Computerized methods and systems for generating a suggested query list with suggested search terms displayed as highlighted text utilizing a user-defined query are provided. Query search terms are received by a user-interface display. Upon inputting query search terms, the user-interface automatically generates a suggested query list. The suggested query list is associated with the query search term and the suggested query list is comprised of at least one suggested search term. A query suggestion architecture determines if the query search term and the suggested search term are a match, and if so, highlights the suggested search term that is not a match. The user interface displays the highlighted terms to assist in refining a search. The present invention further provides a stemming algorithm that extracts the root form of the query search term.

摘要翻译： 提供了用于生成建议的查询列表的计算机化方法和系统，其中建议的搜索项使用用户定义的查询显示为突出显示的文本。 查询搜索项由用户界面显示接收。 输入查询搜索项后，用户界面自动生成建议的查询列表。 建议的查询列表与查询搜索项相关联，并且建议的查询列表由至少一个建议的搜索项组成。 查询建议体系结构确定查询搜索词和建议的搜索词是否匹配，如果是，则突出显示不符合的建议搜索词。 用户界面显示突出显示的术语，以帮助改进搜索。 本发明还提供一种提取查询搜索项的根形式的词干化算法。

公开(公告)号：US08041709B2

公开(公告)日：2011-10-18

申请号：US11753699

申请日：2007-05-25

申请人： Pratibha Permandla ,  Gaurav Sareen ,  Girish Kumar ,  Junhua Wang ,  Rohit V. Wad ,  William D. Ramsey

发明人： Pratibha Permandla ,  Gaurav Sareen ,  Girish Kumar ,  Junhua Wang ,  Rohit V. Wad ,  William D. Ramsey

IPC分类号： G06F7/00 ,  G06F17/30

CPC分类号： G06F17/30705 ,  G06F17/30864

摘要： Systems, methods, computer-readable media, and graphical user interfaces for presenting search results having collapsed domains are provided. A search result obtaining module obtains search results based upon a received query. Upon obtaining the search results, search results having the same domain are associated with one another. Thereafter, search result clusters of associated search results are formed. In some embodiments, the search result clusters may be formatted to include desired search result cluster attributes. The search result clusters are presented such that two or more associated search results form a single cluster of search results rather than being presented individually. In some embodiments, an option to view more search results with the same domain may be provided.

摘要翻译： 提供了用于呈现具有折叠域的搜索结果的系统，方法，计算机可读介质和图形用户界面。 搜索结果获取模块基于接收到的查询获得搜索结果。 在获得搜索结果时，具有相同域的搜索结果彼此相关联。 此后，形成关联搜索结果的搜索结果集群。 在一些实施例中，搜索结果集群可以被格式化以包括期望的搜索结果集群属性。 呈现搜索结果集群，使得两个或多个相关联的搜索结果形成单个搜索结果集，而不是单独呈现。 在一些实施例中，可以提供查看具有相同域的更多搜索结果的选项。

公开(公告)号：US20080109401A1

公开(公告)日：2008-05-08

申请号：US11531119

申请日：2006-09-12

申请人： Gaurav Sareen ,  Girish Kumar ,  Yinzhe Yu ,  Junhua Wang

发明人： Gaurav Sareen ,  Girish Kumar ,  Yinzhe Yu ,  Junhua Wang

IPC分类号： G06F7/06

CPC分类号： G06F16/951 ,  G06F16/3322

摘要： A system, method, computer-readable media, and related techniques are disclosed for presenting one or more search queries and at least one search result corresponding to at least one of the queries. In an embodiment, the method may include receiving a portion of a search query. In response to receiving at least a portion of the search query, the method may be configured to present to a user one or more suggested search queries and at least one predetermined search result corresponding to at least one of the one or more suggested queries. The method may further include presenting at least one advertisement corresponding to at least one or more suggested search queries.

摘要翻译： 公开了一种用于呈现一个或多个搜索查询的系统，方法，计算机可读介质和相关技术，以及与至少一个查询对应的至少一个搜索结果。 在一个实施例中，该方法可以包括接收搜索查询的一部分。 响应于接收到所述搜索查询的至少一部分，所述方法可以被配置为向用户呈现一个或多个建议的搜索查询和对应于所述一个或多个建议查询中的至少一个的至少一个预定搜索结果。 该方法还可以包括呈现与至少一个或多个建议的搜索查询相对应的至少一个广告。

公开(公告)号：US08612416B2

公开(公告)日：2013-12-17

申请号：US13461024

申请日：2012-05-01

申请人： Girish Kumar ,  Fang Liu

发明人： Girish Kumar ,  Fang Liu

IPC分类号： G06F17/30

CPC分类号： G06F17/30867

摘要： Techniques are disclosed for providing a domain-aware snippet for a search result. A uniform resource locator (URL) is identified for a search result obtained in response to a search query, and it is determined that the URL corresponds to a single domain that has a plurality of web pages that are generated using a template that is common to each of the web pages in the domain. The template comprises a hypertext markup language (HTML) layout pattern that includes multiple sections shared by the web pages. A ranking value is assigned to the multiple sections and is used to identify a first section of the template that is relevant to the search query. A snippet is provided to a user for the search result; the snippet includes at least a portion of text from the first section.

摘要翻译： 公开了提供用于搜索结果的域感知代码片段的技术。 针对响应于搜索查询获得的搜索结果识别统一资源定位符（URL），并且确定URL对应于具有多个网页的单个域，该多个网页使用与 域中的每个网页。 该模板包括包含网页共享的多个部分的超文本标记语言（HTML）布局模式。 排序值分配给多个部分，并用于标识与搜索查询相关的模板的第一部分。 为用户提供搜索结果的片段; 该片段包括来自第一部分的文本的至少一部分。

公开(公告)号：US20120158702A1

公开(公告)日：2012-06-21

申请号：US12969140

申请日：2010-12-15

申请人： Girish Kumar ,  Sanaz Ahari ,  Farid Hosseini ,  Nazan Khan ,  Ahmad Abdulkader ,  Ankur Gupta ,  Giridhar Kumaran ,  Vijay Nair

发明人： Girish Kumar ,  Sanaz Ahari ,  Farid Hosseini ,  Nazan Khan ,  Ahmad Abdulkader ,  Ankur Gupta ,  Giridhar Kumaran ,  Vijay Nair

IPC分类号： G06F17/30

CPC分类号： G06F17/30303

摘要： Computer-readable media, computer systems, and computing methods are provided for classifying search results as either of good quality or of poor quality. Initially, a portion of the search results, such as the highest ranked documents, are selected for evaluation. A level of quality for each of the selected search results is determined using a classification process that includes the following steps: targeting features demonstrated by the selected search results to be evaluated; evaluating the selected features to generate a level-of-quality score for each of the selected search results; comparing the score against a predefined threshold value; and, based on the comparison, assigning each of the selected search results an absolute measurement. The absolute measurement indicates poor quality when the score is less than the threshold value. Upon recognizing that the selected search results are of poor quality, automatically executing a corrective action that reformulates the issued search query.

摘要翻译： 提供计算机可读介质，计算机系统和计算方法，用于将搜索结果分类为质量好或品质差。 最初，选择搜索结果的一部分，例如最高排名的文档进行评估。 使用包括以下步骤的分类处理来确定每个所选择的搜索结果的质量水平：针对要被评估的所选择的搜索结果演示的目标特征; 评估所选择的特征以为每个所选择的搜索结果生成质量等级; 将分数与预定义的阈值进行比较; 并且基于比较，将所选择的搜索结果中的每一个分配给绝对测量。 当分数小于阈值时，绝对测量值表示质量差。 在识别出所选择的搜索结果质量差的情况下，自动执行重新发布的搜索查询的纠正措施。

公开(公告)号：US20080177717A1

公开(公告)日：2008-07-24

申请号：US11625076

申请日：2007-01-19

申请人： Girish Kumar ,  Bhuvan Middha ,  Gaurav Sareen ,  Janine Crumb ,  Jason Douglas ,  Silviu Petru Cucerzan

发明人： Girish Kumar ,  Bhuvan Middha ,  Gaurav Sareen ,  Janine Crumb ,  Jason Douglas ,  Silviu Petru Cucerzan

IPC分类号： G06F7/00

CPC分类号： G06F17/3064 ,  Y10S707/99933

摘要： Computerized methods and systems for generating a suggested query list with suggested search terms displayed as highlighted text utilizing a user-defined query are provided. Query search terms are received by a user-interface display. Upon inputting query search terms, the user-interface automatically generates a suggested query list. The suggested query list is associated with the query search term and the suggested query list is comprised of at least one suggested search term. A query suggestion architecture determines if the query search term and the suggested search term are a match, and if so, highlights the suggested search term that is not a match. The user interface displays the highlighted terms to assist in refining a search. The present invention further provides a stemming algorithm that extracts the root form of the query search term.

摘要翻译： 提供了用于生成建议的查询列表的计算机化方法和系统，其中建议的搜索项使用用户定义的查询显示为突出显示的文本。 查询搜索项由用户界面显示接收。 输入查询搜索项后，用户界面自动生成建议的查询列表。 建议的查询列表与查询搜索项相关联，并且建议的查询列表由至少一个建议的搜索项组成。 查询建议体系结构确定查询搜索词和建议的搜索词是否匹配，如果是，则突出显示不符合的建议搜索词。 用户界面显示突出显示的术语，以帮助改进搜索。 本发明还提供一种提取查询搜索项的根形式的词干化算法。

公开(公告)号：US20070203890A1

公开(公告)日：2007-08-30

申请号：US11363895

申请日：2006-02-28

申请人： Gaurav Sareen ,  Michael Isard ,  Yinzhe Yu ,  Girish Kumar

发明人： Gaurav Sareen ,  Michael Isard ,  Yinzhe Yu ,  Girish Kumar

IPC分类号： G06F17/30

CPC分类号： G06F17/30902

摘要： The embodiments contemplate a system and method for obtaining related results for a portion of a query and for generating an updated set of queries for a cache of a server. Other queries beginning with the portion of the query may be identified and obtained from a data structure that includes a server cache and a set of common queries. Once the other queries are identified, results for the other queries are obtained from the server cache or from a back-end database. A set of common queries, which may include deleted and additional queries, may be utilized to generate the updated set of queries for the server. Both missing queries and deleted queries that may belong to the server based on an assignment function are inserted into a queue, which is later delivered to the cache of the server. The transfer may occur during a low-activity or idle state.

摘要翻译： 这些实施例考虑了用于获得查询的一部分的相关结果并且为服务器的高速缓存生成更新的一组查询的系统和方法。 可以从包括服务器高速缓存和一组常见查询的数据结构中识别并获得从查询部分开始的其他查询。 一旦识别出其他查询，则从服务器缓存或后端数据库获取其他查询的结果。 可以使用一组常见查询（可以包括删除的和附加的查询）来生成针对服务器的更新的查询集合。 基于分配功能可能属于服务器的丢失查询和已删除查询都将被插入到队列中，该队列稍后会传递到服务器的缓存。 传输可能在低活动或空闲状态期间发生。

公开(公告)号：US20130268511A1

公开(公告)日：2013-10-10

申请号：US13441904

申请日：2012-04-08

申请人： Peter Richard Bailey ,  Girish Kumar ,  Ryen William White ,  Nathan Buggia ,  Keith Alan Regier

发明人： Peter Richard Bailey ,  Girish Kumar ,  Ryen William White ,  Nathan Buggia ,  Keith Alan Regier

IPC分类号： G06F17/30

CPC分类号： G06F16/957

摘要： A search engine configured to respond to a search query with a search results page is presented. The search engine includes at least one annotated search result in the search results page. The at least one annotated search results is annotated according to user data independent of the basis by which the search results are identified. The search results page is generated to include user-actionable controls by which a user can update the search results according to update criteria. The update criteria is used in a feedback loop to improve the user data upon which search results are personalized and/or annotated.

摘要翻译： 呈现配置为使用搜索结果页面响应搜索查询的搜索引擎。 搜索引擎在搜索结果页面中至少包括一个带注释的搜索结果。 至少一个注释的搜索结果根据用户数据被注释，独立于识别搜索结果的基础。 生成搜索结果页面以包括用户可操作的控件，用户可以根据更新标准更新搜索结果。 更新标准用于反馈循环，以改善用户数据，搜索结果被个性化和/或注释。