公开(公告)号：US20080294602A1

公开(公告)日：2008-11-27

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： 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：US20120030355A1

公开(公告)日：2012-02-02

申请号：US12844823

申请日：2010-07-27

申请人： Sridharan Iyer ,  Xun Kang ,  Pin Lu ,  Junhua Wang ,  Jian Cao

发明人： Sridharan Iyer ,  Xun Kang ,  Pin Lu ,  Junhua Wang ,  Jian Cao

IPC分类号： G06F15/173

CPC分类号： G06F16/951

摘要： A provisioning system is described for dynamically and automatically allocating index server resources to different respective uses. For example, the provisioning system can allocate index server resources among different search-related production uses, different analysis-related uses, different testing-related uses, and so on. In one case, the provisioning system includes an allocation manager module that receives information that has a bearing on the allocation of index server resources. Based on this information, the allocation manager module determines an allocation of index server resources and sends instructions to an indexing system to carry out the allocation. In one case, the indexing system respond to the instructions by allocating rows of index server resources to different partner entities which have requested index server resources. Each row can also implement custom index information and/or custom processing functionality for use by particular partner entities.

摘要翻译： 描述了供应系统，用于动态地并自动地将索引服务器资源分配给不同的相应用途。 例如，配置系统可以在不同的搜索相关的生产用途，不同的分析相关用途，不同的测试相关用途等之间分配索引服务器资源。 在一种情况下，供应系统包括分配管理器模块，其接收对索引服务器资源的分配有影响的信息。 基于该信息，分配管理器模块确定索引服务器资源的分配，并向索引系统发送指令以执行分配。 在一种情况下，索引系统通过将索引服务器资源的行分配给已请求索引服务器资源的不同伙伴实体来响应指令。 每行还可以实现自定义索引信息和/或定制处理功能，供特定合作伙伴实体使用。

公开(公告)号：US20100179929A1

公开(公告)日：2010-07-15

申请号：US12351013

申请日：2009-01-09

申请人： Xiaoxin Yin ,  Vijay Ravindran Nair ,  Ryan Frederick Stewart ,  Fang Liu ,  Junhua Wang ,  Tiffany Kumi Dohzen ,  Yi-Min Wang

发明人： Xiaoxin Yin ,  Vijay Ravindran Nair ,  Ryan Frederick Stewart ,  Fang Liu ,  Junhua Wang ,  Tiffany Kumi Dohzen ,  Yi-Min Wang

IPC分类号： G06F15/18 ,  G06N5/02

CPC分类号： G06F17/30864

摘要： Systems and methodologies for improved query classification and processing are provided herein. As described herein, a query prediction model can be constructed from a set of training data (e.g., diagnostic data obtained from an automatic diagnostic system and/or other suitable data) using a machine learning-based technique. Subsequently upon receiving a query, a set of features corresponding to the query, such as the length and/or frequency of the query, unigram probabilities of respective words and/or groups of words in the query, presence of pre-designated words or phrases in the query, or the like, can be generated. The generated features can then be analyzed in combination with the query prediction model to classify the query by predicting whether the query is aimed at a head Uniform Resource Locator (URL) or a tail URL. Based on this prediction, an appropriate index or combination of indexes can be assigned to answer the query.

摘要翻译： 本文提供了改进的查询分类和处理的系统和方法。 如本文所述，可以使用基于机器学习的技术从一组训练数据（例如，从自动诊断系统获得的诊断数据和/或其他合适的数据）来构建查询预测模型。 随后在接收到查询后，查询对应的一组特征，诸如查询的长度和/或频率，查询中各个单词和/或单词组的单位概率，预先指定的单词或短语的存在 在查询等中可以生成。 然后可以结合查询预测模型分析生成的特征，以通过预测查询是针对头统一资源定位符（URL）还是尾URL来对查询进行分类。 基于该预测，可以分配适当的索引或索引组合来回答查询。

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：US20100306234A1

公开(公告)日：2010-12-02

申请号：US12474013

申请日：2009-05-28

申请人： JUNHUA WANG ,  GAURAV SAREEN ,  YANBIAO ZHAO

发明人： JUNHUA WANG ,  GAURAV SAREEN ,  YANBIAO ZHAO

IPC分类号： G06F17/30 ,  G06F12/08 ,  G06F12/00

CPC分类号： G06F12/0833 ,  G06F16/90335

摘要： Methods, systems, and media are provided for synchronizing information across multiple environments of a synchronization system. A search query is received into a frontend infrastructure of a first synchronization environment. The frontend infrastructure checks a local cache manager to see if results already exist for the search query. If existing results are not found, then one or more backend search engines of the first synchronization environment are utilized for the search query. The search results from the backend search engines are saved into the local cache manager of the first synchronization environment. A cache sync notification is created to identify the contents and location of the actual saved results. The cache sync notification is saved in a cache synchronization service located within the first synchronization environment, and broadcast to all other synchronization environments within the synchronization system. The actual results can be retrieved from any other synchronization environment.

摘要翻译： 提供了方法，系统和媒体，用于在同步系统的多个环境中同步信息。 搜索查询被接收到第一同步环境的前端基础设施中。 前端基础架构检查本地缓存管理器，以查看搜索查询中是否存在结果。 如果没有找到现有结果，那么利用第一同步环境的一个或多个后端搜索引擎进行搜索查询。 来自后端搜索引擎的搜索结果被保存到第一同步环境的本地缓存管理器中。 创建缓存同步通知以识别实际保存的结果的内容和位置。 高速缓存同步通知被保存在位于第一同步环境内的高速缓存同步服务中，并且广播到同步系统内的所有其他同步环境。 可以从任何其他同步环境检索实际结果。

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：US08145622B2

公开(公告)日：2012-03-27

申请号：US12351013

申请日：2009-01-09

申请人： Xiaoxin Yin ,  Vijay Ravindran Nair ,  Ryan Frederick Stewart ,  Fang Liu ,  Junhua Wang ,  Tiffany Kumi Dohzen ,  Yi-Min Wang

发明人： Xiaoxin Yin ,  Vijay Ravindran Nair ,  Ryan Frederick Stewart ,  Fang Liu ,  Junhua Wang ,  Tiffany Kumi Dohzen ,  Yi-Min Wang

IPC分类号： G06F7/00

CPC分类号： G06F17/30864

摘要： Systems and methodologies for improved query classification and processing are provided herein. As described herein, a query prediction model can be constructed from a set of training data (e.g., diagnostic data obtained from an automatic diagnostic system and/or other suitable data) using a machine learning-based technique. Subsequently upon receiving a query, a set of features corresponding to the query, such as the length and/or frequency of the query, unigram probabilities of respective words and/or groups of words in the query, presence of pre-designated words or phrases in the query, or the like, can be generated. The generated features can then be analyzed in combination with the query prediction model to classify the query by predicting whether the query is aimed at a head Uniform Resource Locator (URL) or a tail URL. Based on this prediction, an appropriate index or combination of indexes can be assigned to answer the query.

摘要翻译： 本文提供了改进的查询分类和处理的系统和方法。 如本文所述，可以使用基于机器学习的技术从一组训练数据（例如，从自动诊断系统获得的诊断数据和/或其他合适的数据）来构建查询预测模型。 随后在接收到查询后，查询对应的一组特征，诸如查询的长度和/或频率，查询中各个单词和/或单词组的单位概率，预先指定的单词或短语的存在 在查询等中可以生成。 然后可以结合查询预测模型分析生成的特征，以通过预测查询是针对头统一资源定位符（URL）还是尾URL来对查询进行分类。 基于该预测，可以分配适当的索引或索引组合来回答查询。

公开(公告)号：US08458207B2

公开(公告)日：2013-06-04

申请号：US11522227

申请日：2006-09-15

申请人： Girish Kumar ,  Gaurav Sareen ,  Namita Gupta ,  Charles Lester Alexander Clark ,  Junhua Wang

发明人： Girish Kumar ,  Gaurav Sareen ,  Namita Gupta ,  Charles Lester Alexander Clark ,  Junhua Wang

IPC分类号： G06F17/30 ,  G06F7/00

CPC分类号： G06F17/30528 ,  G06F17/30864

摘要： A search engine can provide referencing information as context for a particular search result when an excerpt from the search result, comprising at least some similar elements to the user's query, is not generated. Referencing information can include one or more anchor texts having similarity to at least some elements of the user's query, the anchor texts being used by referencing pages to link to the page returned as a search result. User selection of the anchor text can enable the user to visit a referencing page using that anchor text to link to the page returned as a search result, and having a high static rank.

摘要翻译： 当搜索结果的摘录（包括至少一些与用户的查询相似的元素）不被生成时，搜索引擎可以提供作为特定搜索结果的上下文的引用信息。 引用信息可以包括与用户的查询的至少一些元素具有相似性的一个或多个锚定文本，通过引用链接到页面返回的搜索结果来使用锚定文本。 锚文本的用户选择可以使得用户能够使用该锚文本访问引用页面，以链接到作为搜索结果返回的页面，并具有高静态等级。

公开(公告)号：US20080071739A1

公开(公告)日：2008-03-20

申请号：US11522227

申请日：2006-09-15

申请人： Girish Kumar ,  Gaurav Sareen ,  Namita Gupta ,  Charles Lester Alexander Clarke ,  Junhua Wang

发明人： Girish Kumar ,  Gaurav Sareen ,  Namita Gupta ,  Charles Lester Alexander Clarke ,  Junhua Wang

IPC分类号： G06F17/30

CPC分类号： G06F17/30528 ,  G06F17/30864

摘要： A search engine can provide referencing information as context for a particular search result when an excerpt from the search result, comprising at least some similar elements to the user's query, is not generated. Referencing information can include one or more anchor texts having similarity to at least some elements of the user's query, the anchor texts being used by referencing pages to link to the page returned as a search result. User selection of the anchor text can enable the user to visit a referencing page using that anchor text to link to the page returned as a search result, and having a high static rank.

摘要翻译： 当搜索结果的摘录（包括至少一些与用户的查询相似的元素）不被生成时，搜索引擎可以提供作为特定搜索结果的上下文的引用信息。 引用信息可以包括与用户的查询的至少一些元素具有相似性的一个或多个锚定文本，通过引用链接到页面返回的搜索结果来使用锚定文本。 锚文本的用户选择可以使得用户能够使用该锚文本访问引用页面，以链接到作为搜索结果返回的页面，并具有高静态等级。