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1. 发明申请

US20050033742A1 Methods for ranking nodes in large directed graphs 有权
标题翻译：大型定向图中节点排序的方法
公开(公告)号：US20050033742A1
公开(公告)日：2005-02-10
申请号：US10646331
申请日：2003-08-22
申请人： Sepandar Kamvar , Taher Haveliwala , Glen Jeh , Gene Golub
发明人： Sepandar Kamvar , Taher Haveliwala , Glen Jeh , Gene Golub
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , Y10S707/99935 , Y10S707/99937
摘要： Techniques for assigning ranks to nodes in a large linked database, such as world wide web or any other hypermedia database, partition the nodes so that the link matrix has a predominantly block-diagonal form. Within each block, a local rank is computed for nodes in the block, possibly by different computer in a distributed computing environment. A block rank is then estimated for each block as a whole, and may optionally include block-level weights to implement customized ranking. The local ranks and block ranks are then combined to form a global rank, which may be used to rank the nodes. Alternatively, a global rank vector for the database may be used as an initial vector in an iterative link-based ranking scheme to obtain more accurate global ranks for the nodes. The global rank vector may be divided to provide local rank vectors for use in subsequent applications of the method.
摘要翻译：将等级分配给大型链接数据库（例如万维网或任何其他超媒体数据库）中的节点的技术对节点进行分区，使得链路矩阵具有主要的块对角线形式。在每个块内，可以通过分布式计算环境中的不同计算机为块中的节点计算局部秩。然后，对于每个块作为整体估计块等级，并且可以可选地包括块级权重以实现定制排名。然后组合本地队列和块队列以形成全局等级，可用于对节点进行排序。或者，可以将数据库的全局秩向量用作基于迭代链路的排序方案中的初始向量，以获得节点的更准确的全局等级。全局秩矢量可以被划分以提供用于该方法的随后应用的局部秩矢量。

2. 发明申请

US20050283468A1 Anticipated query generation and processing in a search engine 有权
标题翻译：搜索引擎中预期的查询生成和处理
公开(公告)号：US20050283468A1
公开(公告)日：2005-12-22
申请号：US10875143
申请日：2004-06-22
申请人： Sepandar Kamvar , Taher Haveliwala , Glen Jeh
发明人： Sepandar Kamvar , Taher Haveliwala , Glen Jeh
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30646 , G06F17/3064
摘要： A search system monitors the input of a search query by a user. Before the user finishes entering the search query, the search system identifies and sends a portion of the query as a partial query to the search engine. Based on the partial query, the search engine creates a set of predicted queries. This process may take into account prior queries submitted by a community of users, and may take into account a user profile. The predicted queries are be sent back to the user for possible selection. The search system may also cache search results corresponding to one or more of the predicted queries in anticipation of the user selecting one of the predicted queries. The search engine may also return at least a portion of the search results corresponding to one or more of the predicted queries.
摘要翻译：搜索系统监视用户对搜索查询的输入。在用户完成输入搜索查询之前，搜索系统将查询的一部分作为部分查询识别并发送到搜索引擎。基于部分查询，搜索引擎创建一组预测查询。此过程可能会考虑用户社区提交的先前查询，并可能会考虑用户个人资料。预测的查询将被发送回用户以进行可能的选择。搜索系统还可以缓存对应于一个或多个预测查询的搜索结果，预期用户选择预测查询之一。搜索引擎还可以返回对应于一个或多个预测查询的搜索结果的至少一部分。

3. 发明授权

US08600963B2 System and method for presenting multiple sets of search results for a single query 有权
标题翻译：用于呈现单个查询的多组搜索结果的系统和方法
公开(公告)号：US08600963B2
公开(公告)日：2013-12-03
申请号：US10641489
申请日：2003-08-14
申请人： Taher Haveliwala , Glen Jeh , Sepandar Kamvar
发明人： Taher Haveliwala , Glen Jeh , Sepandar Kamvar
IPC分类号： G06F7/00
CPC分类号： G06F17/30864 , G06F17/3053
摘要： A system and a method that manages a user query by a single interaction between a server and a client. A plurality of clients send queries for search results to a server. The server receives these queries and performs multiple searches to generate multiple sets of search results. These sets of search results are ranked, consolidated and passed to the requesting client. The client stores these multiple sets of search results. The client then displays these search results in accordance to the boundary defined by the user. This boundary defines the portions of the search results that the user desires to view. The user may re-define the boundary. The client identifies the search results corresponding to the boundary and displays them.
摘要翻译：通过服务器和客户端之间的单个交互来管理用户查询的系统和方法。多个客户端向服务器发送搜索结果查询。服务器接收这些查询并执行多次搜索以生成多组搜索结果。这些搜索结果集合被排序，合并并传递给请求客户端。客户端存储这些多组搜索结果。然后，客户端根据用户定义的边界显示这些搜索结果。该边界定义用户希望查看的搜索结果的部分。用户可以重新定义边界。客户端识别与边界对应的搜索结果并显示它们。

4. 发明申请

US20070239680A1 Website flavored search 有权
标题翻译：网站风味搜索
公开(公告)号：US20070239680A1
公开(公告)日：2007-10-11
申请号：US11394620
申请日：2006-03-30
申请人： Bilgehan Oztekin , Adam Klein , Taher Haveliwala , Glen Jeh , Sepandar Kamvar
发明人： Bilgehan Oztekin , Adam Klein , Taher Haveliwala , Glen Jeh , Sepandar Kamvar
IPC分类号： G06F17/30
CPC分类号： G06F17/30867
摘要： In a method of profiling a website, an information server receives multiple search queries from a website submitted by different users. Different search results responsive to the search queries are provided to the requesting users. The information server monitors activities of the users on the search results and generates a profile for the website using the search queries and the user activities. When the information server receives a same search query from two different websites, it identifies a plurality of information items associated with the search query. The information server uses profiles of the two websites to customize the information items into two different orders and serves the information items to the two websites in the two different orders.
摘要翻译：在对网站进行分析的方法中，信息服务器从不同用户提交的网站接收多个搜索查询。响应于搜索查询的不同搜索结果被提供给请求用户。信息服务器监视用户对搜索结果的活动，并使用搜索查询和用户活动生成网站的个人资料。当信息服务器从两个不同的网站接收到相同的搜索查询时，它识别与搜索查询相关联的多个信息项。信息服务器使用两个网站的配置文件将信息项目定制成两个不同的顺序，并以两个不同的顺序向两个网站提供信息项。

5. 发明申请

US20050038775A1 System and method for presenting multiple sets of search results for a single query 有权
标题翻译：用于呈现单个查询的多组搜索结果的系统和方法
公开(公告)号：US20050038775A1
公开(公告)日：2005-02-17
申请号：US10641489
申请日：2003-08-14
申请人： Taher Haveliwala , Glen Jeh , Sepandar Kamvar
发明人： Taher Haveliwala , Glen Jeh , Sepandar Kamvar
IPC分类号： G06F17/30 , G06F7/00
CPC分类号： G06F17/30864 , G06F17/3053
摘要： A system and a method that manages a user query by a single interaction between a server and a client. A plurality of clients send queries for search results to a server. The server receives these queries and performs multiple searches to generate multiple sets of search results. These sets of search results are ranked, consolidated and passed to the requesting client. The client stores these multiple sets of search results. The client then displays these search results in accordance to the boundary defined by the user. This boundary defines the portions of the search results that the user desires to view. The user may re-define the boundary. The client identifies the search results corresponding to the boundary and displays them.
摘要翻译：通过服务器和客户端之间的单个交互来管理用户查询的系统和方法。多个客户端向服务器发送搜索结果查询。服务器接收这些查询并执行多次搜索以生成多组搜索结果。这些搜索结果集合被排序，合并并传递给请求客户端。客户端存储这些多组搜索结果。然后，客户端根据用户定义的边界显示这些搜索结果。该边界定义用户希望查看的搜索结果的部分。用户可以重新定义边界。客户端识别与边界对应的搜索结果并显示它们。

6. 发明申请

US20050222989A1 Results based personalization of advertisements in a search engine 审中-公开
标题翻译：搜索引擎中广告的基于结果的个性化
公开(公告)号：US20050222989A1
公开(公告)日：2005-10-06
申请号：US10877775
申请日：2004-06-24
申请人： Taher Haveliwala , Glen Jeh , Sepandar Kamvar
发明人： Taher Haveliwala , Glen Jeh , Sepandar Kamvar
IPC分类号： G06F17/30 , G06Q30/00 , G06F7/00
CPC分类号： G06Q30/02 , G06F16/9535
摘要： Personalized advertisements are provided to a user using a search engine to obtain documents relevant to a search query. The advertisements are personalized in response to a search profile that is derived from personalized search results. The search results are personalized based on a user profile of the user providing the query. The user profile describes interests of the user, and can be derived from a variety of sources, including prior search queries, prior search results, expressed interests, demographic, geographic, psychographic, and activity information.
摘要翻译：使用搜索引擎向用户提供个性化广告以获得与搜索查询相关的文档。响应于从个性化搜索结果导出的搜索简档，广告被个性化。搜索结果基于提供查询的用户的用户简档进行个性化。用户简档描述用户的兴趣，并且可以从各种来源（包括先前的搜索查询，先前的搜索结果，表达的兴趣，人口统计学，地理学，心理学和活动信息）得出。

7. 发明申请

US20050216434A1 Variable personalization of search results in a search engine 有权
标题翻译：搜索引擎中搜索结果的变量个性化
公开(公告)号：US20050216434A1
公开(公告)日：2005-09-29
申请号：US11002474
申请日：2004-12-01
申请人： Taher Haveliwala , Glen Jeh , Sepandar Kamvar
发明人： Taher Haveliwala , Glen Jeh , Sepandar Kamvar
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/3053 , G06F17/30867 , Y10S707/99936
摘要： A search engine provides personalized rankings of search results. A user interest profile identifies topics of interest to a user. Each topic is associated with one or more sites, and a boost value, which can be used to augment an information retrieval score of any document from the site. Search results from any search are provided to the user, with a variable control of the ranking of the results. The results can be ranked by their unboosted information retrieval score, thus reflecting no personalization, or by their fully or partially boosted information retrieval scores. This allows the user to selectively control how their interests affect the ranking of the documents.
摘要翻译：搜索引擎提供搜索结果的个性化排名。用户兴趣简档识别用户感兴趣的主题。每个主题都与一个或多个站点相关联，并且可以使用增强值来增加站点中任何文档的信息检索分数。通过对结果排名的可变控制，向用户提供来自任何搜索的搜索结果。结果可以通过其未启动的信息检索分数进行排名，从而反映出没有个性化，或者完全或部分提升的信息检索分数。这允许用户选择性地控制他们的兴趣如何影响文档的排名。

8. 发明授权

US07216123B2 Methods for ranking nodes in large directed graphs 有权
标题翻译：大型定向图中节点排序的方法
公开(公告)号：US07216123B2
公开(公告)日：2007-05-08
申请号：US10646331
申请日：2003-08-22
申请人： Sepandar D. Kamvar , Taher H. Haveliwala , Glen Jeh , Gene Golub
发明人： Sepandar D. Kamvar , Taher H. Haveliwala , Glen Jeh , Gene Golub
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , Y10S707/99935 , Y10S707/99937
摘要： Techniques for assigning ranks to nodes in a large linked database, such as world wide web or any other hypermedia database, partition the nodes so that the link matrix has a predominantly block-diagonal form. Within each block, a local rank is computed for nodes in the block, possibly by different computer in a distributed computing environment. A block rank is then estimated for each block as a whole, and may optionally include block-level weights to implement customized ranking. The local ranks and block ranks are then combined to form a global rank, which may be used to rank the nodes. Alternatively, a global rank vector for the database may be used as an initial vector in an iterative link-based ranking scheme to obtain more accurate global ranks for the nodes. The global rank vector may be divided to provide local rank vectors for use in subsequent applications of the method.
摘要翻译：将等级分配给大型链接数据库（例如万维网或任何其他超媒体数据库）中的节点的技术对节点进行分区，使得链路矩阵具有主要的块对角线形式。在每个块内，可以通过分布式计算环境中的不同计算机为块中的节点计算局部秩。然后，对于每个块作为整体估计块等级，并且可以可选地包括块级权重以实现定制排名。然后组合本地队列和块队列以形成全局等级，可用于对节点进行排序。或者，可以将数据库的全局秩向量用作基于迭代链路的排序方案中的初始向量，以获得节点的更准确的全局等级。全局秩矢量可以被划分以提供用于该方法的随后应用的局部秩矢量。

9. 发明授权

US08694491B2 Method, system, and graphical user interface for alerting a computer user to new results for a prior search 有权
标题翻译：方法，系统和图形用户界面，用于为计算机用户提供先前搜索的新结果
公开(公告)号：US08694491B2
公开(公告)日：2014-04-08
申请号：US13043400
申请日：2011-03-08
申请人： Glen Jeh , Beverly Yang
发明人： Glen Jeh , Beverly Yang
IPC分类号： G06F17/30 , G06F7/00
CPC分类号： G06F17/30368 , G06F17/30371 , G06F17/30864 , G06F17/30867
摘要： A method, system, and graphical user interface for alerting a computer user to new results for a prior search are disclosed. One aspect of the invention involves a graphical user interface on a computer that includes a plurality of links recommended by a search engine for a computer user. The plurality of links are determined by the search engine by: producing search results by rerunning a plurality of search queries that have been performed previously for the computer user; and evaluating the produced search results to select search results that meet predefined search result selection criteria. At least one of the criteria is based on Internet usage data for the user.
摘要翻译：公开了一种用于向计算机用户提醒用于先前搜索的新结果的方法，系统和图形用户界面。本发明的一个方面涉及一种计算机上的图形用户界面，其包括由用于计算机用户的搜索引擎推荐的多个链接。多个链接由搜索引擎确定：通过重新运行先前为计算机用户执行的多个搜索查询来产生搜索结果; 并且评估产生的搜索结果以选择满足预定义的搜索结果选择标准的搜索结果。至少一个标准是基于用户的互联网使用数据。

10. 发明申请

US20120089598A1 Generating Website Profiles Based on Queries from Websites and User Activities on the Search Results 审中-公开
标题翻译：根据搜索结果中网站和用户活动的查询生成网站个人资料
公开(公告)号：US20120089598A1
公开(公告)日：2012-04-12
申请号：US13323758
申请日：2011-12-12
申请人： Bilgehan Uygar Oztekin , Adam J. Klein , Taher H. Haveliwala , Glen Jeh , Sepandar D. Kamvar
发明人： Bilgehan Uygar Oztekin , Adam J. Klein , Taher H. Haveliwala , Glen Jeh , Sepandar D. Kamvar
IPC分类号： G06F17/30
CPC分类号： G06F16/9535
摘要： In a method of profiling a website, an information server receives multiple search queries from a website submitted by different users. Different search results responsive to the search queries are provided to the requesting users. The information server monitors activities of the users on the search results and generates a profile for the website using the search queries and the user activities. When the information server receives a same search query from two different websites, it identifies a plurality of information items associated with the search query. The information server uses profiles of the two websites to customize the information items into two different orders and serves the information items to the two websites in the two different orders.
摘要翻译：在对网站进行分析的方法中，信息服务器从不同用户提交的网站接收多个搜索查询。响应于搜索查询的不同搜索结果被提供给请求用户。信息服务器监视用户对搜索结果的活动，并使用搜索查询和用户活动生成网站的个人资料。当信息服务器从两个不同的网站接收到相同的搜索查询时，它识别与搜索查询相关联的多个信息项。信息服务器使用两个网站的配置文件将信息项目定制成两个不同的顺序，并以两个不同的顺序向两个网站提供信息项。

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